diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index 56565bbff2fef..e0abb720b3902 100644
--- a/docker/dashboards/risingwave-dev-dashboard.json
+++ b/docker/dashboards/risingwave-dev-dashboard.json
@@ -1 +1 @@
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diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index 83ef95ef7e664..ba9bdc6521322 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -3352,13 +3352,13 @@ def section_hummock_manager(outer_panels):
                     "The times of move_state_table occurs",
                     [
                         panels.target(
-                            f"sum({table_metric('storage_move_state_table_count')}) by (group)",
-                            "move table cg{{group}}",
+                            f"sum({table_metric('storage_split_compaction_group_count')}) by (group)",
+                            "split compaction group cg{{group}}",
                         ),
 
                         panels.target(
                             f"sum({table_metric('storage_merge_compaction_group_count')}) by (group)",
-                            "merge_compaction_group_count cg-{{group}}",
+                            "merge compaction group cg{{group}}",
                         ),
                     ],
                 ),
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index 56565bbff2fef..e0abb720b3902 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
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diff --git a/proto/hummock.proto b/proto/hummock.proto
index f944bf2bf7d64..ed08064d1f0fd 100644
--- a/proto/hummock.proto
+++ b/proto/hummock.proto
@@ -75,6 +75,7 @@ enum CompatibilityVersion {
   VERSION_UNSPECIFIED = 0;
   NO_TRIVIAL_SPLIT = 1;
   NO_MEMBER_TABLE_IDS = 2;
+  SPLIT_GROUP_BY_TABLE_ID = 3;
 }
 
 message GroupConstruct {
@@ -85,6 +86,13 @@ message GroupConstruct {
   uint64 group_id = 4;
   uint64 new_sst_start_id = 5;
   CompatibilityVersion version = 6;
+
+  // The split_key is the key that the group is split by.
+  // When GroupConstruct with commit_epoch, split_key will be empty
+  // When split_key is not None, GroupConstruct tells to use split_key to check each level and split the sstable_info in the level into two groups (bounded by split_key).
+  // For the left sstable_info, split_key (right_exclusive=true) will be used as key_range_right.
+  // In the current implementation split_key always contains a table_id, vnode = 0, epoch = MAX
+  optional bytes split_key = 7;
 }
 
 message GroupDestroy {}
@@ -665,6 +673,7 @@ message RiseCtlUpdateCompactionConfigRequest {
       CompressionAlgorithm compression_algorithm = 17;
       uint32 max_l0_compact_level_count = 18;
       uint64 sst_allowed_trivial_move_min_size = 19;
+      uint32 split_weight_by_vnode = 20;
     }
   }
   repeated uint64 compaction_group_ids = 1;
diff --git a/src/meta/service/src/hummock_service.rs b/src/meta/service/src/hummock_service.rs
index 955a0f533d132..6373c027f15dc 100644
--- a/src/meta/service/src/hummock_service.rs
+++ b/src/meta/service/src/hummock_service.rs
@@ -381,8 +381,13 @@ impl HummockManagerService for HummockServiceImpl {
         let req = request.into_inner();
         let new_group_id = self
             .hummock_manager
-            .split_compaction_group(req.group_id, &req.table_ids, req.partition_vnode_count)
-            .await?;
+            .move_state_tables_to_dedicated_compaction_group(
+                req.group_id,
+                &req.table_ids,
+                req.partition_vnode_count,
+            )
+            .await?
+            .0;
         Ok(Response::new(SplitCompactionGroupResponse { new_group_id }))
     }
 
diff --git a/src/meta/src/hummock/manager/commit_epoch.rs b/src/meta/src/hummock/manager/commit_epoch.rs
index 12419fd0993b1..619a5d24426db 100644
--- a/src/meta/src/hummock/manager/commit_epoch.rs
+++ b/src/meta/src/hummock/manager/commit_epoch.rs
@@ -16,7 +16,7 @@ use std::collections::{BTreeMap, HashMap, HashSet};
 
 use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::change_log::ChangeLogDelta;
-use risingwave_hummock_sdk::compaction_group::hummock_version_ext::split_sst;
+use risingwave_hummock_sdk::compaction_group::group_split::split_sst_with_table_ids;
 use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::sstable_info::SstableInfo;
 use risingwave_hummock_sdk::table_stats::{
@@ -390,7 +390,8 @@ impl HummockManager {
                     })
                     .sum();
 
-                let branch_sst = split_sst(
+                // TODO(li0k): replace with `split_sst`
+                let branch_sst = split_sst_with_table_ids(
                     &mut sst.sst_info,
                     &mut new_sst_id,
                     origin_sst_size - new_sst_size,
diff --git a/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs b/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
index 68d903bd680dd..a9823768925cf 100644
--- a/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
+++ b/src/meta/src/hummock/manager/compaction/compaction_group_manager.rs
@@ -19,20 +19,17 @@ use std::sync::Arc;
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
 use risingwave_common::util::epoch::INVALID_EPOCH;
-use risingwave_hummock_sdk::compact_task::ReportTask;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::{
     get_compaction_group_ids, TableGroupInfo,
 };
 use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
-use risingwave_hummock_sdk::version::{GroupDelta, GroupDeltas};
+use risingwave_hummock_sdk::version::GroupDelta;
 use risingwave_hummock_sdk::CompactionGroupId;
 use risingwave_meta_model_v2::compaction_config;
-use risingwave_pb::hummock::compact_task::TaskStatus;
 use risingwave_pb::hummock::rise_ctl_update_compaction_config_request::mutable_config::MutableConfig;
 use risingwave_pb::hummock::write_limits::WriteLimit;
 use risingwave_pb::hummock::{
-    CompactionConfig, CompactionGroupInfo, CompatibilityVersion, PbGroupConstruct, PbGroupDestroy,
-    PbStateTableInfoDelta,
+    CompactionConfig, CompactionGroupInfo, PbGroupConstruct, PbGroupDestroy, PbStateTableInfoDelta,
 };
 use tokio::sync::OnceCell;
 
@@ -45,7 +42,7 @@ use crate::hummock::manager::versioning::Versioning;
 use crate::hummock::manager::{commit_multi_var, HummockManager};
 use crate::hummock::metrics_utils::remove_compaction_group_in_sst_stat;
 use crate::hummock::model::CompactionGroup;
-use crate::hummock::sequence::{next_compaction_group_id, next_sstable_object_id};
+use crate::hummock::sequence::next_compaction_group_id;
 use crate::manager::{MetaSrvEnv, MetaStoreImpl};
 use crate::model::{
     BTreeMapTransaction, BTreeMapTransactionInner, DerefMutForward, MetadataModel,
@@ -422,172 +419,6 @@ impl HummockManager {
         results
     }
 
-    /// move some table to another compaction-group. Create a new compaction group if it does not
-    /// exist.
-    pub async fn move_state_table_to_compaction_group(
-        &self,
-        parent_group_id: CompactionGroupId,
-        table_ids: &[StateTableId],
-        partition_vnode_count: u32,
-    ) -> Result<CompactionGroupId> {
-        if table_ids.is_empty() {
-            return Ok(parent_group_id);
-        }
-        let table_ids = table_ids.iter().cloned().unique().collect_vec();
-        let compaction_guard = self.compaction.write().await;
-        let mut versioning_guard = self.versioning.write().await;
-        let versioning = versioning_guard.deref_mut();
-        // Validate parameters.
-        if !versioning
-            .current_version
-            .levels
-            .contains_key(&parent_group_id)
-        {
-            return Err(Error::CompactionGroup(format!(
-                "invalid group {}",
-                parent_group_id
-            )));
-        }
-
-        for table_id in &table_ids {
-            if !versioning
-                .current_version
-                .state_table_info
-                .compaction_group_member_table_ids(parent_group_id)
-                .contains(&TableId::new(*table_id))
-            {
-                return Err(Error::CompactionGroup(format!(
-                    "table {} doesn't in group {}",
-                    table_id, parent_group_id
-                )));
-            }
-        }
-
-        if table_ids.len()
-            == versioning
-                .current_version
-                .state_table_info
-                .compaction_group_member_table_ids(parent_group_id)
-                .len()
-        {
-            return Err(Error::CompactionGroup(format!(
-                "invalid split attempt for group {}: all member tables are moved",
-                parent_group_id
-            )));
-        }
-        let mut version = HummockVersionTransaction::new(
-            &mut versioning.current_version,
-            &mut versioning.hummock_version_deltas,
-            self.env.notification_manager(),
-            &self.metrics,
-        );
-        let mut new_version_delta = version.new_delta(None);
-
-        let new_sst_start_id = next_sstable_object_id(
-            &self.env,
-            new_version_delta
-                .latest_version()
-                .count_new_ssts_in_group_split(
-                    parent_group_id,
-                    HashSet::from_iter(table_ids.clone()),
-                ),
-        )
-        .await?;
-        let (new_group, target_compaction_group_id) = {
-            {
-                // All NewCompactionGroup pairs are mapped to one new compaction group.
-                let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
-                // The new config will be persisted later.
-                let mut config = self
-                    .compaction_group_manager
-                    .read()
-                    .await
-                    .default_compaction_config()
-                    .as_ref()
-                    .clone();
-                config.split_weight_by_vnode = partition_vnode_count;
-
-                #[expect(deprecated)]
-                // fill the deprecated field with default value
-                new_version_delta.group_deltas.insert(
-                    new_compaction_group_id,
-                    GroupDeltas {
-                        group_deltas: vec![GroupDelta::GroupConstruct(PbGroupConstruct {
-                            group_config: Some(config.clone()),
-                            group_id: new_compaction_group_id,
-                            parent_group_id,
-                            new_sst_start_id,
-                            table_ids: vec![],
-                            version: CompatibilityVersion::NoMemberTableIds as i32,
-                        })],
-                    },
-                );
-                ((new_compaction_group_id, config), new_compaction_group_id)
-            }
-        };
-
-        let (new_compaction_group_id, config) = new_group;
-        new_version_delta.with_latest_version(|version, new_version_delta| {
-            for table_id in &table_ids {
-                let table_id = TableId::new(*table_id);
-                let info = version
-                    .state_table_info
-                    .info()
-                    .get(&table_id)
-                    .expect("have check exist previously");
-                assert!(new_version_delta
-                    .state_table_info_delta
-                    .insert(
-                        table_id,
-                        PbStateTableInfoDelta {
-                            committed_epoch: info.committed_epoch,
-                            compaction_group_id: new_compaction_group_id,
-                        }
-                    )
-                    .is_none());
-            }
-        });
-        {
-            let mut compaction_group_manager = self.compaction_group_manager.write().await;
-            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
-            compaction_groups_txn
-                .create_compaction_groups(new_compaction_group_id, Arc::new(config));
-
-            new_version_delta.pre_apply();
-            commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
-        }
-        // Instead of handling DeltaType::GroupConstruct for time travel, simply enforce a version snapshot.
-        versioning.mark_next_time_travel_version_snapshot();
-        let mut canceled_tasks = vec![];
-        for task_assignment in compaction_guard.compact_task_assignment.values() {
-            if let Some(task) = task_assignment.compact_task.as_ref() {
-                let need_cancel = HummockManager::is_compact_task_expired(
-                    &task.into(),
-                    &versioning.current_version,
-                );
-                if need_cancel {
-                    canceled_tasks.push(ReportTask {
-                        task_id: task.task_id,
-                        task_status: TaskStatus::ManualCanceled,
-                        table_stats_change: HashMap::default(),
-                        sorted_output_ssts: vec![],
-                    });
-                }
-            }
-        }
-
-        drop(versioning_guard);
-        drop(compaction_guard);
-        self.report_compact_tasks(canceled_tasks).await?;
-
-        self.metrics
-            .move_state_table_count
-            .with_label_values(&[&parent_group_id.to_string()])
-            .inc();
-
-        Ok(target_compaction_group_id)
-    }
-
     pub async fn calculate_compaction_group_statistic(&self) -> Vec<TableGroupInfo> {
         let mut infos = vec![];
         {
@@ -755,6 +586,9 @@ fn update_compaction_config(target: &mut CompactionConfig, items: &[MutableConfi
             MutableConfig::SstAllowedTrivialMoveMinSize(c) => {
                 target.sst_allowed_trivial_move_min_size = Some(*c);
             }
+            MutableConfig::SplitWeightByVnode(c) => {
+                target.split_weight_by_vnode = *c;
+            }
         }
     }
 }
diff --git a/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs b/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
index f6d464590d02b..863d3e532ece4 100644
--- a/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
+++ b/src/meta/src/hummock/manager/compaction/compaction_group_schedule.rs
@@ -12,41 +12,35 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, HashSet, VecDeque};
+use std::collections::{BTreeMap, HashMap, HashSet, VecDeque};
 use std::ops::DerefMut;
+use std::sync::Arc;
 
+use bytes::Bytes;
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
+use risingwave_common::hash::VirtualNode;
 use risingwave_hummock_sdk::compact_task::ReportTask;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::TableGroupInfo;
-use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
+use risingwave_hummock_sdk::compaction_group::{
+    group_split, StateTableId, StaticCompactionGroupId,
+};
 use risingwave_hummock_sdk::version::{GroupDelta, GroupDeltas};
 use risingwave_hummock_sdk::{can_concat, CompactionGroupId};
 use risingwave_pb::hummock::compact_task::TaskStatus;
-use risingwave_pb::hummock::{PbGroupMerge, PbStateTableInfoDelta};
+use risingwave_pb::hummock::rise_ctl_update_compaction_config_request::mutable_config::MutableConfig;
+use risingwave_pb::hummock::{
+    CompatibilityVersion, PbGroupConstruct, PbGroupMerge, PbStateTableInfoDelta,
+};
 use thiserror_ext::AsReport;
 
 use crate::hummock::error::{Error, Result};
 use crate::hummock::manager::transaction::HummockVersionTransaction;
 use crate::hummock::manager::{commit_multi_var, HummockManager};
 use crate::hummock::metrics_utils::remove_compaction_group_in_sst_stat;
+use crate::hummock::sequence::{next_compaction_group_id, next_sstable_object_id};
 
 impl HummockManager {
-    /// Splits a compaction group into two. The new one will contain `table_ids`.
-    /// Returns the newly created compaction group id.
-    pub async fn split_compaction_group(
-        &self,
-        parent_group_id: CompactionGroupId,
-        table_ids: &[StateTableId],
-        partition_vnode_count: u32,
-    ) -> Result<CompactionGroupId> {
-        let result = self
-            .move_state_table_to_compaction_group(parent_group_id, table_ids, partition_vnode_count)
-            .await?;
-
-        Ok(result)
-    }
-
     pub async fn merge_compaction_group(
         &self,
         group_1: CompactionGroupId,
@@ -239,10 +233,13 @@ impl HummockManager {
         let mut canceled_tasks = vec![];
         // after merge, all tasks in right_group_id should be canceled
         // otherwise, pending size calculation by level handler will make some mistake
-        for task_assignment in compaction_guard.compact_task_assignment.values() {
-            if let Some(task) = task_assignment.compact_task.as_ref() {
-                let need_cancel = task.compaction_group_id == right_group_id;
-                if need_cancel {
+        let compact_task_assignments =
+            compaction_guard.get_compact_task_assignments_by_group_id(right_group_id);
+        compact_task_assignments
+            .into_iter()
+            .for_each(|task_assignment| {
+                if let Some(task) = task_assignment.compact_task.as_ref() {
+                    assert_eq!(task.compaction_group_id, right_group_id);
                     canceled_tasks.push(ReportTask {
                         task_id: task.task_id,
                         task_status: TaskStatus::ManualCanceled,
@@ -250,8 +247,7 @@ impl HummockManager {
                         sorted_output_ssts: vec![],
                     });
                 }
-            }
-        }
+            });
 
         drop(versioning_guard);
         drop(compaction_guard);
@@ -340,15 +336,21 @@ impl HummockManager {
         }
 
         let ret = self
-            .move_state_table_to_compaction_group(
+            .move_state_tables_to_dedicated_compaction_group(
                 parent_group_id,
                 &[*table_id],
                 partition_vnode_count,
             )
             .await;
         match ret {
-            Ok(new_group_id) => {
-                tracing::info!("move state table [{}] from group-{} to group-{} success table_vnode_partition_count {:?}", table_id, parent_group_id, new_group_id, partition_vnode_count);
+            Ok((target_compaction_group_id, cg_id_to_table_ids)) => {
+                tracing::info!(
+                    "split state table [{}] success (source_group_id {} target_group_id {})  cg_id_to_table_ids {:?}",
+                    table_id,
+                    parent_group_id,
+                    target_compaction_group_id,
+                    cg_id_to_table_ids
+                );
             }
             Err(e) => {
                 tracing::info!(
@@ -361,3 +363,334 @@ impl HummockManager {
         }
     }
 }
+
+impl HummockManager {
+    /// Split `table_ids` to a dedicated compaction group.(will be split by the `table_id` and `vnode`.)
+    /// Returns the compaction group id containing the `table_ids` and the mapping of compaction group id to table ids.
+    /// The split will follow the following rules
+    /// 1. ssts with `key_range.left` greater than `split_key` will be split to the right group
+    /// 2. the sst containing `split_key` will be split into two separate ssts and their `key_range` will be changed `sst_1`: [`sst.key_range.left`, `split_key`) `sst_2`: [`split_key`, `sst.key_range.right`]
+    /// 3. currently only `vnode` 0 and `vnode` max is supported. (Due to the above rule, vnode max will be rewritten as `table_id` + 1, `vnode` 0)
+    ///     `parent_group_id`: the `group_id` to split
+    ///     `split_table_ids`: the `table_ids` to split, now we still support to split multiple tables to one group at once, pass `split_table_ids` for per `split` operation for checking
+    ///     `table_id_to_split`: the `table_id` to split
+    ///     `vnode_to_split`: the `vnode` to split
+    ///     `partition_vnode_count`: the partition count for the single table group if need
+    async fn split_compaction_group_impl(
+        &self,
+        parent_group_id: CompactionGroupId,
+        split_table_ids: &[StateTableId],
+        table_id_to_split: StateTableId,
+        vnode_to_split: VirtualNode,
+        partition_vnode_count: u32,
+    ) -> Result<Vec<(CompactionGroupId, Vec<StateTableId>)>> {
+        let mut result = vec![];
+        let compaction_guard = self.compaction.write().await;
+        let mut versioning_guard = self.versioning.write().await;
+        let versioning = versioning_guard.deref_mut();
+        // Validate parameters.
+        if !versioning
+            .current_version
+            .levels
+            .contains_key(&parent_group_id)
+        {
+            return Err(Error::CompactionGroup(format!(
+                "invalid group {}",
+                parent_group_id
+            )));
+        }
+
+        let member_table_ids = versioning
+            .current_version
+            .state_table_info
+            .compaction_group_member_table_ids(parent_group_id);
+
+        if !member_table_ids.contains(&TableId::new(table_id_to_split)) {
+            return Err(Error::CompactionGroup(format!(
+                "table {} doesn't in group {}",
+                table_id_to_split, parent_group_id
+            )));
+        }
+
+        let split_full_key = group_split::build_split_full_key(table_id_to_split, vnode_to_split);
+
+        // change to vec for partition
+        let table_ids = member_table_ids
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec();
+        // avoid decode split_key when caller is aware of the table_id and vnode
+        let (table_ids_left, table_ids_right) =
+            group_split::split_table_ids_with_table_id_and_vnode(
+                &table_ids,
+                split_full_key.user_key.table_id.table_id(),
+                split_full_key.user_key.get_vnode_id(),
+            );
+        if table_ids_left.is_empty() || table_ids_right.is_empty() {
+            // not need to split group if all tables are in the same side
+            if !table_ids_left.is_empty() {
+                result.push((parent_group_id, table_ids_left));
+            }
+
+            if !table_ids_right.is_empty() {
+                result.push((parent_group_id, table_ids_right));
+            }
+            return Ok(result);
+        }
+
+        result.push((parent_group_id, table_ids_left));
+
+        let split_key: Bytes = split_full_key.encode().into();
+
+        let mut version = HummockVersionTransaction::new(
+            &mut versioning.current_version,
+            &mut versioning.hummock_version_deltas,
+            self.env.notification_manager(),
+            &self.metrics,
+        );
+        let mut new_version_delta = version.new_delta(None);
+
+        let split_sst_count = new_version_delta
+            .latest_version()
+            .count_new_ssts_in_group_split(parent_group_id, split_key.clone());
+
+        let new_sst_start_id = next_sstable_object_id(&self.env, split_sst_count).await?;
+        let (new_compaction_group_id, config) = {
+            // All NewCompactionGroup pairs are mapped to one new compaction group.
+            let new_compaction_group_id = next_compaction_group_id(&self.env).await?;
+            // The new config will be persisted later.
+            let config = self
+                .compaction_group_manager
+                .read()
+                .await
+                .default_compaction_config()
+                .as_ref()
+                .clone();
+
+            #[expect(deprecated)]
+            // fill the deprecated field with default value
+            new_version_delta.group_deltas.insert(
+                new_compaction_group_id,
+                GroupDeltas {
+                    group_deltas: vec![GroupDelta::GroupConstruct(PbGroupConstruct {
+                        group_config: Some(config.clone()),
+                        group_id: new_compaction_group_id,
+                        parent_group_id,
+                        new_sst_start_id,
+                        table_ids: vec![],
+                        version: CompatibilityVersion::SplitGroupByTableId as i32, // for compatibility
+                        split_key: Some(split_key.into()),
+                    })],
+                },
+            );
+            (new_compaction_group_id, config)
+        };
+
+        new_version_delta.with_latest_version(|version, new_version_delta| {
+            for table_id in &table_ids_right {
+                let table_id = TableId::new(*table_id);
+                let info = version
+                    .state_table_info
+                    .info()
+                    .get(&table_id)
+                    .expect("have check exist previously");
+                assert!(new_version_delta
+                    .state_table_info_delta
+                    .insert(
+                        table_id,
+                        PbStateTableInfoDelta {
+                            committed_epoch: info.committed_epoch,
+                            compaction_group_id: new_compaction_group_id,
+                        }
+                    )
+                    .is_none());
+            }
+        });
+
+        result.push((new_compaction_group_id, table_ids_right));
+
+        {
+            let mut compaction_group_manager = self.compaction_group_manager.write().await;
+            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+            compaction_groups_txn
+                .create_compaction_groups(new_compaction_group_id, Arc::new(config));
+
+            // check if need to update the compaction config for the single table group and guarantee the operation atomicity
+            // `partition_vnode_count` only works inside a table, to avoid a lot of slicing sst, we only enable it in groups with high throughput and only one table.
+            // The target `table_ids` might be split to an existing group, so we need to try to update its config
+            for (cg_id, table_ids) in &result {
+                // check the split_tables had been place to the dedicated compaction group
+                if table_ids.len() == 1 && table_ids == split_table_ids {
+                    if let Err(err) = compaction_groups_txn.update_compaction_config(
+                        &[*cg_id],
+                        &[MutableConfig::SplitWeightByVnode(partition_vnode_count)],
+                    ) {
+                        tracing::error!(
+                            error = %err.as_report(),
+                            "failed to update compaction config for group-{}",
+                            cg_id
+                        );
+                    }
+                }
+            }
+
+            new_version_delta.pre_apply();
+            commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
+        }
+        // Instead of handling DeltaType::GroupConstruct for time travel, simply enforce a version snapshot.
+        versioning.mark_next_time_travel_version_snapshot();
+        let mut canceled_tasks = vec![];
+        let compact_task_assignments =
+            compaction_guard.get_compact_task_assignments_by_group_id(parent_group_id);
+        compact_task_assignments
+            .into_iter()
+            .for_each(|task_assignment| {
+                if let Some(task) = task_assignment.compact_task.as_ref() {
+                    let need_cancel = HummockManager::is_compact_task_expired(
+                        &task.into(),
+                        &versioning.current_version,
+                    );
+                    if need_cancel {
+                        canceled_tasks.push(ReportTask {
+                            task_id: task.task_id,
+                            task_status: TaskStatus::ManualCanceled,
+                            table_stats_change: HashMap::default(),
+                            sorted_output_ssts: vec![],
+                        });
+                    }
+                }
+            });
+
+        drop(versioning_guard);
+        drop(compaction_guard);
+        self.report_compact_tasks(canceled_tasks).await?;
+
+        self.metrics
+            .split_compaction_group_count
+            .with_label_values(&[&parent_group_id.to_string()])
+            .inc();
+
+        Ok(result)
+    }
+
+    /// Split `table_ids` to a dedicated compaction group.
+    /// Returns the compaction group id containing the `table_ids` and the mapping of compaction group id to table ids.
+    pub async fn move_state_tables_to_dedicated_compaction_group(
+        &self,
+        parent_group_id: CompactionGroupId,
+        table_ids: &[StateTableId],
+        partition_vnode_count: u32,
+    ) -> Result<(
+        CompactionGroupId,
+        BTreeMap<CompactionGroupId, Vec<StateTableId>>,
+    )> {
+        if table_ids.is_empty() {
+            return Err(Error::CompactionGroup(
+                "table_ids must not be empty".to_string(),
+            ));
+        }
+
+        if !table_ids.is_sorted() {
+            return Err(Error::CompactionGroup(
+                "table_ids must be sorted".to_string(),
+            ));
+        }
+
+        let parent_table_ids = {
+            let versioning_guard = self.versioning.read().await;
+            versioning_guard
+                .current_version
+                .state_table_info
+                .compaction_group_member_table_ids(parent_group_id)
+                .iter()
+                .map(|table_id| table_id.table_id)
+                .collect_vec()
+        };
+
+        if parent_table_ids == table_ids {
+            return Err(Error::CompactionGroup(format!(
+                "invalid split attempt for group {}: all member tables are moved",
+                parent_group_id
+            )));
+        }
+
+        fn check_table_ids_valid(cg_id_to_table_ids: &BTreeMap<u64, Vec<u32>>) {
+            // 1. table_ids in different cg are sorted.
+            {
+                cg_id_to_table_ids
+                    .iter()
+                    .for_each(|(_cg_id, table_ids)| assert!(table_ids.is_sorted()));
+            }
+
+            // 2.table_ids in different cg are non-overlapping
+            {
+                let mut table_table_ids_vec = cg_id_to_table_ids.values().cloned().collect_vec();
+                table_table_ids_vec.sort_by(|a, b| a[0].cmp(&b[0]));
+                assert!(table_table_ids_vec.concat().is_sorted());
+            }
+
+            // 3.table_ids belong to one and only one cg.
+            {
+                let mut all_table_ids = HashSet::new();
+                for table_ids in cg_id_to_table_ids.values() {
+                    for table_id in table_ids {
+                        assert!(all_table_ids.insert(*table_id));
+                    }
+                }
+            }
+        }
+
+        // move [3,4,5,6]
+        // [1,2,3,4,5,6,7,8,9,10] -> [1,2] [3,4,5,6] [7,8,9,10]
+        // split key
+        // 1. table_id = 3, vnode = 0, epoch = MAX
+        // 2. table_id = 7, vnode = 0, epoch = MAX
+
+        // The new compaction group id is always generate on the right side
+        // Hence, we return the first compaction group id as the result
+        // split 1
+        let mut cg_id_to_table_ids: BTreeMap<u64, Vec<u32>> = BTreeMap::new();
+        let table_id_to_split = *table_ids.first().unwrap();
+        let mut target_compaction_group_id = 0;
+        let result_vec = self
+            .split_compaction_group_impl(
+                parent_group_id,
+                table_ids,
+                table_id_to_split,
+                VirtualNode::ZERO,
+                partition_vnode_count,
+            )
+            .await?;
+        assert!(result_vec.len() <= 2);
+        for (cg_id, table_ids) in result_vec {
+            if table_ids.contains(&table_id_to_split) {
+                target_compaction_group_id = cg_id;
+            }
+            cg_id_to_table_ids.insert(cg_id, table_ids);
+        }
+        check_table_ids_valid(&cg_id_to_table_ids);
+
+        // split 2
+        // See the example above and the split rule in `split_compaction_group_impl`.
+        let table_id_to_split = *table_ids.last().unwrap();
+        let result_vec = self
+            .split_compaction_group_impl(
+                target_compaction_group_id,
+                table_ids,
+                table_id_to_split,
+                VirtualNode::MAX_REPRESENTABLE,
+                partition_vnode_count,
+            )
+            .await?;
+        assert!(result_vec.len() <= 2);
+        for (cg_id, table_ids) in result_vec {
+            if table_ids.contains(&table_id_to_split) {
+                target_compaction_group_id = cg_id;
+            }
+            cg_id_to_table_ids.insert(cg_id, table_ids);
+        }
+        check_table_ids_valid(&cg_id_to_table_ids);
+
+        Ok((target_compaction_group_id, cg_id_to_table_ids))
+    }
+}
diff --git a/src/meta/src/hummock/manager/compaction/mod.rs b/src/meta/src/hummock/manager/compaction/mod.rs
index 7c0c27a07921a..f05706402e7a8 100644
--- a/src/meta/src/hummock/manager/compaction/mod.rs
+++ b/src/meta/src/hummock/manager/compaction/mod.rs
@@ -1662,3 +1662,26 @@ impl CompactionState {
         }
     }
 }
+
+impl Compaction {
+    pub fn get_compact_task_assignments_by_group_id(
+        &self,
+        compaction_group_id: CompactionGroupId,
+    ) -> Vec<CompactTaskAssignment> {
+        self.compact_task_assignment
+            .iter()
+            .filter_map(|(_, assignment)| {
+                if assignment.compact_task.as_ref().map_or(false, |task| {
+                    task.compaction_group_id == compaction_group_id
+                }) {
+                    Some(CompactTaskAssignment {
+                        compact_task: assignment.compact_task.clone(),
+                        context_id: assignment.context_id,
+                    })
+                } else {
+                    None
+                }
+            })
+            .collect()
+    }
+}
diff --git a/src/meta/src/hummock/manager/tests.rs b/src/meta/src/hummock/manager/tests.rs
index 6fc6ba8110b0e..f816400368b6d 100644
--- a/src/meta/src/hummock/manager/tests.rs
+++ b/src/meta/src/hummock/manager/tests.rs
@@ -1357,7 +1357,7 @@ async fn test_version_stats() {
 }
 
 #[tokio::test]
-async fn test_split_compaction_group_on_commit() {
+async fn test_move_state_tables_to_dedicated_compaction_group_on_commit() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
         hummock_manager.clone(),
@@ -1368,17 +1368,7 @@ async fn test_split_compaction_group_on_commit() {
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange::default(),
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100, 101], test_epoch(20)),
         table_stats: HashMap::from([
             (
                 100,
@@ -1438,7 +1428,7 @@ async fn test_split_compaction_group_on_commit() {
 }
 
 #[tokio::test]
-async fn test_split_compaction_group_on_demand_basic() {
+async fn test_move_state_tables_to_dedicated_compaction_group_on_demand_basic() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
         hummock_manager.clone(),
@@ -1455,13 +1445,13 @@ async fn test_split_compaction_group_on_demand_basic() {
     assert_eq!(original_groups, vec![2, 3]);
 
     let err = hummock_manager
-        .split_compaction_group(100, &[0], 0)
+        .move_state_tables_to_dedicated_compaction_group(100, &[0], 0)
         .await
         .unwrap_err();
     assert_eq!("compaction group error: invalid group 100", err.to_string());
 
     let err = hummock_manager
-        .split_compaction_group(2, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(2, &[100], 0)
         .await
         .unwrap_err();
     assert_eq!(
@@ -1474,39 +1464,11 @@ async fn test_split_compaction_group_on_demand_basic() {
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 1, 20).into(),
-                right: iterator_test_key_of_epoch(100, 100, 20).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100], test_epoch(20)),
         table_stats: Default::default(),
     };
     let sst_2 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 11,
-            sst_id: 11,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 101, 20).into(),
-                right: iterator_test_key_of_epoch(101, 100, 20).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(11, vec![100, 101], test_epoch(20)),
         table_stats: Default::default(),
     };
     hummock_meta_client
@@ -1523,7 +1485,7 @@ async fn test_split_compaction_group_on_demand_basic() {
 
     let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     let err = hummock_manager
-        .split_compaction_group(compaction_group_id, &[100, 101], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100, 101], 0)
         .await
         .unwrap_err();
     assert_eq!(
@@ -1539,14 +1501,13 @@ async fn test_split_compaction_group_on_demand_basic() {
         .unwrap();
 
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100, 101], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100, 101], 0)
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
     assert_eq!(current_version.levels.len(), 3);
     let new_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
-    assert!(new_compaction_group_id > StaticCompactionGroupId::End as u64);
 
     let old_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 102).await;
@@ -1580,24 +1541,14 @@ async fn test_split_compaction_group_on_demand_basic() {
 }
 
 #[tokio::test]
-async fn test_split_compaction_group_on_demand_non_trivial() {
+async fn test_move_state_tables_to_dedicated_compaction_group_on_demand_non_trivial() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
         hummock_manager.clone(),
         worker_node.id,
     ));
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange::default(),
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100, 101], test_epoch(20)),
         table_stats: Default::default(),
     };
     hummock_manager
@@ -1618,7 +1569,7 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
 
     let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100], 0)
         .await
         .unwrap();
 
@@ -1626,7 +1577,6 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
     assert_eq!(current_version.levels.len(), 3);
     let new_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
-    assert!(new_compaction_group_id > StaticCompactionGroupId::End as u64);
     let old_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
@@ -1658,7 +1608,7 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
 }
 
 #[tokio::test]
-async fn test_split_compaction_group_trivial_expired() {
+async fn test_move_state_tables_to_dedicated_compaction_group_trivial_expired() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
         hummock_manager.clone(),
@@ -1679,39 +1629,12 @@ async fn test_split_compaction_group_trivial_expired() {
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 1, 20).into(),
-                right: iterator_test_key_of_epoch(100, 100, 20).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100], test_epoch(20)),
         table_stats: Default::default(),
     };
+
     let sst_2 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 11,
-            sst_id: 11,
-            table_ids: vec![101],
-            min_epoch: 20,
-            max_epoch: 20,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(101, 1, 20).into(),
-                right: iterator_test_key_of_epoch(101, 100, 20).into(),
-                right_exclusive: false,
-            },
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(11, vec![100, 101], test_epoch(20)),
         table_stats: Default::default(),
     };
     let mut sst_3 = sst_2.clone();
@@ -1738,29 +1661,28 @@ async fn test_split_compaction_group_trivial_expired() {
         .register_table_ids_for_test(&[(102, 2)])
         .await
         .unwrap();
+    let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     let task = hummock_manager
-        .get_compact_task(2, &mut default_compaction_selector())
+        .get_compact_task(compaction_group_id, &mut default_compaction_selector())
         .await
         .unwrap()
         .unwrap();
 
-    let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100], 0)
         .await
         .unwrap();
 
     let current_version = hummock_manager.get_current_version().await;
-    let new_compaction_group_id =
+    let left_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
-    let old_compaction_group_id =
+    let right_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(current_version.levels.len(), 3);
-    assert!(new_compaction_group_id > StaticCompactionGroupId::End as u64);
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(old_compaction_group_id)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .sorted()
@@ -1770,7 +1692,7 @@ async fn test_split_compaction_group_trivial_expired() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_compaction_group_id)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -1778,7 +1700,7 @@ async fn test_split_compaction_group_trivial_expired() {
     );
 
     let task2 = hummock_manager
-        .get_compact_task(new_compaction_group_id, &mut default_compaction_selector())
+        .get_compact_task(left_compaction_group_id, &mut default_compaction_selector())
         .await
         .unwrap()
         .unwrap();
@@ -1829,7 +1751,7 @@ async fn get_manual_compact_task(
 }
 
 #[tokio::test]
-async fn test_split_compaction_group_on_demand_bottom_levels() {
+async fn test_move_state_tables_to_dedicated_compaction_group_on_demand_bottom_levels() {
     let (_env, hummock_manager, _, worker_node) = setup_compute_env(80).await;
     let hummock_meta_client: Arc<dyn HummockMetaClient> = Arc::new(MockHummockMetaClient::new(
         hummock_manager.clone(),
@@ -1837,33 +1759,31 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
     ));
 
     hummock_manager
-        .register_table_ids_for_test(&[(100, 2), (101, 2)])
+        .register_table_ids_for_test(&[(100, 2), (101, 2), (102, 2), (103, 2)])
         .await
         .unwrap();
 
+    let epoch = test_epoch(1);
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100], epoch),
         table_stats: Default::default(),
     };
+
+    let sst_2 = LocalSstableInfo {
+        sst_info: gen_sstable_info(11, vec![101, 102], epoch),
+        table_stats: Default::default(),
+    };
+
+    let sst_3 = LocalSstableInfo {
+        sst_info: gen_sstable_info(12, vec![103], epoch),
+        table_stats: Default::default(),
+    };
+
     hummock_meta_client
         .commit_epoch(
             30,
             SyncResult {
-                uncommitted_ssts: vec![sst_1.clone()],
+                uncommitted_ssts: vec![sst_1, sst_2, sst_3],
                 ..Default::default()
             },
             false,
@@ -1871,77 +1791,58 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
         .await
         .unwrap();
 
-    // Construct data via manual compaction
-    let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
-    let compaction_task =
-        get_manual_compact_task(hummock_manager.clone(), compaction_group_id, 0).await;
-    let base_level: usize = 6;
-    assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 1);
-    assert_eq!(compaction_task.target_level, base_level as u32);
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
 
-    assert!(hummock_manager
+    let manual_compcation_option = ManualCompactionOption {
+        level: 0,
+        ..Default::default()
+    };
+    // 2. get compact task
+    let compact_task = hummock_manager
+        .manual_get_compact_task(compaction_group_id, manual_compcation_option)
+        .await
+        .unwrap()
+        .unwrap();
+
+    assert_eq!(
+        compact_task
+            .input_ssts
+            .iter()
+            .map(|level| level.table_infos.len())
+            .sum::<usize>(),
+        3,
+    );
+
+    hummock_manager
         .report_compact_task(
-            compaction_task.task_id,
+            compact_task.task_id,
             TaskStatus::Success,
-            vec![
-                SstableInfo {
-                    object_id: 11,
-                    sst_id: 11,
-                    table_ids: vec![100, 101],
-                    key_range: KeyRange {
-                        left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                        right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                        right_exclusive: false,
-                    },
-                    file_size: 100,
-                    sst_size: 100,
-                    ..Default::default()
-                },
-                SstableInfo {
-                    object_id: 12,
-                    sst_id: 12,
-                    table_ids: vec![100],
-                    key_range: KeyRange {
-                        left: iterator_test_key_of_epoch(1, 2, 2).into(),
-                        right: iterator_test_key_of_epoch(1, 2, 2).into(),
-                        right_exclusive: false,
-                    },
-                    file_size: 100,
-                    sst_size: 100,
-                    ..Default::default()
-                },
-            ],
+            compact_task
+                .input_ssts
+                .iter()
+                .flat_map(|level| level.table_infos.clone())
+                .collect(),
             None,
         )
         .await
-        .unwrap());
-    let current_version = hummock_manager.get_current_version().await;
-    assert!(current_version
-        .get_compaction_group_levels(compaction_group_id)
-        .l0
-        .sub_levels
-        .is_empty());
-    assert_eq!(
-        current_version
-            .get_compaction_group_levels(compaction_group_id)
-            .levels[base_level - 1]
-            .table_infos
-            .len(),
-        2
-    );
+        .unwrap();
+
+    let base_level: usize = 6;
 
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(2, &[100], 0)
         .await
         .unwrap();
+
     let current_version = hummock_manager.get_current_version().await;
-    let new_compaction_group_id =
+    let left_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
-    let old_compaction_group_id =
+    let right_compaction_group_id =
         get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
         current_version
-            .get_compaction_group_levels(old_compaction_group_id)
+            .get_compaction_group_levels(left_compaction_group_id)
             .levels[base_level - 1]
             .table_infos
             .len(),
@@ -1950,23 +1851,23 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
 
     assert_eq!(
         current_version
-            .get_compaction_group_levels(old_compaction_group_id)
+            .get_compaction_group_levels(right_compaction_group_id)
             .levels[base_level - 1]
             .table_infos[0]
-            .object_id,
-        sst_1.sst_info.object_id + 1,
+            .table_ids,
+        vec![101, 102]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(old_compaction_group_id)
+            .get_compaction_group_levels(left_compaction_group_id)
             .levels[base_level - 1]
-            .table_infos[0]
-            .table_ids,
-        vec![101]
+            .table_infos
+            .len(),
+        1
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_compaction_group_id)
+            .get_compaction_group_levels(right_compaction_group_id)
             .levels[base_level - 1]
             .table_infos
             .len(),
@@ -1974,7 +1875,7 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_compaction_group_id)
+            .get_compaction_group_levels(left_compaction_group_id)
             .levels[base_level - 1]
             .table_infos[0]
             .table_ids,
@@ -1982,11 +1883,11 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_compaction_group_id)
+            .get_compaction_group_levels(right_compaction_group_id)
             .levels[base_level - 1]
             .table_infos[1]
             .table_ids,
-        vec![100]
+        vec![103]
     );
 }
 
@@ -2004,39 +1905,11 @@ async fn test_compaction_task_expiration_due_to_split_group() {
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100, 101], test_epoch(20)),
         table_stats: Default::default(),
     };
     let sst_2 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 11,
-            sst_id: 11,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right: iterator_test_key_of_epoch(1, 1, 1).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(11, vec![101], test_epoch(20)),
         table_stats: Default::default(),
     };
 
@@ -2057,7 +1930,7 @@ async fn test_compaction_task_expiration_due_to_split_group() {
         get_manual_compact_task(hummock_manager.clone(), compaction_group_id, 0).await;
     assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 2);
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100], 0)
         .await
         .unwrap();
 
@@ -2072,6 +1945,8 @@ async fn test_compaction_task_expiration_due_to_split_group() {
         "version should not change because compaction task has been cancelled"
     );
 
+    let compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     let compaction_task =
         get_manual_compact_task(hummock_manager.clone(), compaction_group_id, 0).await;
     assert_eq!(compaction_task.input_ssts[0].table_infos.len(), 2);
@@ -2138,7 +2013,7 @@ async fn test_move_tables_between_compaction_group() {
     assert!(sst_ids.contains(&14));
 
     hummock_manager
-        .split_compaction_group(2, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(2, &[100], 0)
         .await
         .unwrap();
     let compaction_group_id =
@@ -2274,7 +2149,11 @@ async fn test_partition_level() {
 
     let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], env.opts.partition_vnode_count)
+        .move_state_tables_to_dedicated_compaction_group(
+            compaction_group_id,
+            &[100],
+            env.opts.partition_vnode_count,
+        )
         .await
         .unwrap();
     let new_compaction_group_id =
@@ -2364,39 +2243,11 @@ async fn test_unregister_moved_table() {
         .await
         .unwrap();
     let sst_1 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 10,
-            sst_id: 10,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 1, 20).into(),
-                right: iterator_test_key_of_epoch(100, 100, 20).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(10, vec![100], test_epoch(20)),
         table_stats: Default::default(),
     };
     let sst_2 = LocalSstableInfo {
-        sst_info: SstableInfo {
-            object_id: 11,
-            sst_id: 11,
-            key_range: KeyRange {
-                left: iterator_test_key_of_epoch(100, 101, 20).into(),
-                right: iterator_test_key_of_epoch(101, 100, 20).into(),
-                right_exclusive: false,
-            },
-            table_ids: vec![100, 101],
-            min_epoch: 20,
-            max_epoch: 20,
-            file_size: 100,
-            sst_size: 100,
-            ..Default::default()
-        },
+        sst_info: gen_sstable_info(11, vec![100, 101], test_epoch(20)),
         table_stats: Default::default(),
     };
 
@@ -2414,30 +2265,31 @@ async fn test_unregister_moved_table() {
 
     let compaction_group_id = StaticCompactionGroupId::StateDefault.into();
     let new_compaction_group_id = hummock_manager
-        .split_compaction_group(compaction_group_id, &[100], 0)
+        .move_state_tables_to_dedicated_compaction_group(compaction_group_id, &[100], 0)
         .await
-        .unwrap();
-    assert_ne!(new_compaction_group_id, 2);
-    assert!(new_compaction_group_id > StaticCompactionGroupId::End as u64);
+        .unwrap()
+        .0;
 
     let current_version = hummock_manager.get_current_version().await;
-    assert_eq!(
-        new_compaction_group_id,
-        current_version.levels.keys().max().cloned().unwrap()
-    );
+    let left_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 100).await;
+    assert_eq!(new_compaction_group_id, left_compaction_group_id);
     assert_eq!(current_version.levels.len(), 3);
+
+    let right_compaction_group_id =
+        get_compaction_group_id_by_table_id(hummock_manager.clone(), 101).await;
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
+        get_compaction_group_object_ids(&current_version, right_compaction_group_id),
         vec![11]
     );
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, new_compaction_group_id),
+        get_compaction_group_object_ids(&current_version, left_compaction_group_id),
         vec![10, 11]
     );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(right_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -2446,7 +2298,7 @@ async fn test_unregister_moved_table() {
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(new_compaction_group_id)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
@@ -2454,25 +2306,22 @@ async fn test_unregister_moved_table() {
     );
 
     hummock_manager
-        .unregister_table_ids([TableId::new(100)])
+        .unregister_table_ids([TableId::new(101)])
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
     assert_eq!(current_version.levels.len(), 2);
-    assert!(!current_version
-        .levels
-        .contains_key(&new_compaction_group_id));
     assert_eq!(
-        get_compaction_group_object_ids(&current_version, 2),
-        vec![11]
+        get_compaction_group_object_ids(&current_version, left_compaction_group_id),
+        vec![10, 11]
     );
     assert_eq!(
         current_version
             .state_table_info
-            .compaction_group_member_table_ids(2)
+            .compaction_group_member_table_ids(left_compaction_group_id)
             .iter()
             .map(|table_id| table_id.table_id)
             .collect_vec(),
-        vec![101]
+        vec![100]
     );
 }
diff --git a/src/meta/src/hummock/manager/transaction.rs b/src/meta/src/hummock/manager/transaction.rs
index 74c2c45bff3ed..c664c76b400fc 100644
--- a/src/meta/src/hummock/manager/transaction.rs
+++ b/src/meta/src/hummock/manager/transaction.rs
@@ -155,7 +155,8 @@ impl<'a> HummockVersionTransaction<'a> {
                         as CompactionGroupId,
                     new_sst_start_id: 0, // No need to set it when `NewCompactionGroup`
                     table_ids: vec![],
-                    version: CompatibilityVersion::NoMemberTableIds as i32,
+                    version: CompatibilityVersion::SplitGroupByTableId as i32,
+                    split_key: None,
                 }));
             }
         }
diff --git a/src/meta/src/rpc/metrics.rs b/src/meta/src/rpc/metrics.rs
index 98e51d0ed7851..382e83afa1533 100644
--- a/src/meta/src/rpc/metrics.rs
+++ b/src/meta/src/rpc/metrics.rs
@@ -174,7 +174,7 @@ pub struct MetaMetrics {
     pub compact_task_size: HistogramVec,
     pub compact_task_file_count: HistogramVec,
     pub compact_task_batch_count: HistogramVec,
-    pub move_state_table_count: IntCounterVec,
+    pub split_compaction_group_count: IntCounterVec,
     pub state_table_count: IntGaugeVec,
     pub branched_sst_count: IntGaugeVec,
 
@@ -703,9 +703,9 @@ impl MetaMetrics {
         )
         .unwrap();
 
-        let move_state_table_count = register_int_counter_vec_with_registry!(
-            "storage_move_state_table_count",
-            "Count of trigger move state table",
+        let split_compaction_group_count = register_int_counter_vec_with_registry!(
+            "storage_split_compaction_group_count",
+            "Count of trigger split compaction group",
             &["group"],
             registry
         )
@@ -825,7 +825,7 @@ impl MetaMetrics {
             compact_task_file_count,
             compact_task_batch_count,
             table_write_throughput,
-            move_state_table_count,
+            split_compaction_group_count,
             state_table_count,
             branched_sst_count,
             compaction_event_consumed_latency,
diff --git a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
index 5ea75ec87897c..2ce4eeda1dc7d 100644
--- a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
+++ b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
@@ -27,7 +27,7 @@ use risingwave_pb::hummock::{
 };
 use tracing::warn;
 
-use super::group_split::get_sub_level_insert_hint;
+use super::group_split::split_sst_with_table_ids;
 use super::{group_split, StateTableId};
 use crate::change_log::{ChangeLogDeltaCommon, TableChangeLogCommon};
 use crate::compaction_group::StaticCompactionGroupId;
@@ -36,8 +36,8 @@ use crate::level::{Level, Levels, OverlappingLevel};
 use crate::sstable_info::SstableInfo;
 use crate::table_watermark::{ReadTableWatermark, TableWatermarks};
 use crate::version::{
-    GroupDelta, GroupDeltas, HummockVersion, HummockVersionDelta, HummockVersionStateTableInfo,
-    IntraLevelDelta,
+    GroupDelta, GroupDeltas, HummockVersion, HummockVersionCommon, HummockVersionDelta,
+    HummockVersionStateTableInfo, IntraLevelDelta,
 };
 use crate::{can_concat, CompactionGroupId, HummockSstableId, HummockSstableObjectId};
 
@@ -327,27 +327,56 @@ impl HummockVersion {
     pub fn count_new_ssts_in_group_split(
         &self,
         parent_group_id: CompactionGroupId,
-        member_table_ids: HashSet<StateTableId>,
+        split_key: Bytes,
     ) -> u64 {
         self.levels
             .get(&parent_group_id)
             .map_or(0, |parent_levels| {
-                parent_levels
-                    .l0
-                    .sub_levels
-                    .iter()
-                    .chain(parent_levels.levels.iter())
-                    .flat_map(|level| &level.table_infos)
-                    .map(|sst_info| {
-                        // `sst_info.table_ids` will never be empty.
-                        for table_id in &sst_info.table_ids {
-                            if member_table_ids.contains(table_id) {
-                                return 2;
-                            }
-                        }
-                        0
-                    })
-                    .sum()
+                let l0 = &parent_levels.l0;
+                let mut split_count = 0;
+                for sub_level in &l0.sub_levels {
+                    if sub_level.level_type == PbLevelType::Overlapping {
+                        // TODO: use table_id / vnode / key_range filter
+                        split_count += sub_level
+                            .table_infos
+                            .iter()
+                            .map(|sst| {
+                                if let group_split::SstSplitType::Both =
+                                    group_split::need_to_split(sst, split_key.clone())
+                                {
+                                    2
+                                } else {
+                                    0
+                                }
+                            })
+                            .sum::<u64>();
+                        continue;
+                    }
+
+                    let pos = group_split::get_split_pos(&sub_level.table_infos, split_key.clone());
+                    let sst = sub_level.table_infos.get(pos).unwrap();
+
+                    if let group_split::SstSplitType::Both =
+                        group_split::need_to_split(sst, split_key.clone())
+                    {
+                        split_count += 2;
+                    }
+                }
+
+                for level in &parent_levels.levels {
+                    if level.table_infos.is_empty() {
+                        continue;
+                    }
+                    let pos = group_split::get_split_pos(&level.table_infos, split_key.clone());
+                    let sst = level.table_infos.get(pos).unwrap();
+                    if let group_split::SstSplitType::Both =
+                        group_split::need_to_split(sst, split_key.clone())
+                    {
+                        split_count += 2;
+                    }
+                }
+
+                split_count
             })
     }
 
@@ -375,8 +404,10 @@ impl HummockVersion {
             }
             return;
         } else if !self.levels.contains_key(&parent_group_id) {
-            warn!(parent_group_id, "non-existing parent group id to init from");
-            return;
+            unreachable!(
+                "non-existing parent group id {} to init from",
+                parent_group_id
+            );
         }
         let [parent_levels, cur_levels] = self
             .levels
@@ -402,7 +433,7 @@ impl HummockVersion {
                 if insert_table_infos.is_empty() {
                     continue;
                 }
-                match get_sub_level_insert_hint(&target_l0.sub_levels, sub_level) {
+                match group_split::get_sub_level_insert_hint(&target_l0.sub_levels, sub_level) {
                     Ok(idx) => {
                         add_ssts_to_sub_level(target_l0, idx, insert_table_infos);
                     }
@@ -578,12 +609,27 @@ impl HummockVersion {
                         BTreeSet::from_iter(group_construct.table_ids.clone())
                     };
 
-                self.init_with_parent_group(
-                    parent_group_id,
-                    *compaction_group_id,
-                    member_table_ids,
-                    group_construct.get_new_sst_start_id(),
-                );
+                if group_construct.version >= CompatibilityVersion::SplitGroupByTableId as _ {
+                    let split_key = if group_construct.split_key.is_some() {
+                        Some(Bytes::from(group_construct.split_key.clone().unwrap()))
+                    } else {
+                        None
+                    };
+                    self.init_with_parent_group_v2(
+                        parent_group_id,
+                        *compaction_group_id,
+                        group_construct.get_new_sst_start_id(),
+                        split_key.clone(),
+                    );
+                } else {
+                    // for backward-compatibility of previous hummock version delta
+                    self.init_with_parent_group(
+                        parent_group_id,
+                        *compaction_group_id,
+                        member_table_ids,
+                        group_construct.get_new_sst_start_id(),
+                    );
+                }
             } else if let Some(group_merge) = &summary.group_merge {
                 tracing::info!(
                     "group_merge left {:?} right {:?}",
@@ -835,6 +881,124 @@ impl HummockVersion {
     }
 }
 
+impl HummockVersionCommon<SstableInfo> {
+    pub fn init_with_parent_group_v2(
+        &mut self,
+        parent_group_id: CompactionGroupId,
+        group_id: CompactionGroupId,
+        new_sst_start_id: u64,
+        split_key: Option<Bytes>,
+    ) {
+        let mut new_sst_id = new_sst_start_id;
+        if parent_group_id == StaticCompactionGroupId::NewCompactionGroup as CompactionGroupId {
+            if new_sst_start_id != 0 {
+                if cfg!(debug_assertions) {
+                    panic!(
+                        "non-zero sst start id {} for NewCompactionGroup",
+                        new_sst_start_id
+                    );
+                } else {
+                    warn!(
+                        new_sst_start_id,
+                        "non-zero sst start id for NewCompactionGroup"
+                    );
+                }
+            }
+            return;
+        } else if !self.levels.contains_key(&parent_group_id) {
+            unreachable!(
+                "non-existing parent group id {} to init from (V2)",
+                parent_group_id
+            );
+        }
+
+        let [parent_levels, cur_levels] = self
+            .levels
+            .get_many_mut([&parent_group_id, &group_id])
+            .unwrap();
+        let l0 = &mut parent_levels.l0;
+        {
+            for sub_level in &mut l0.sub_levels {
+                let target_l0 = &mut cur_levels.l0;
+                // Remove SST from sub level may result in empty sub level. It will be purged
+                // whenever another compaction task is finished.
+                let insert_table_infos = if let Some(split_key) = &split_key {
+                    group_split::split_sst_info_for_level_v2(
+                        sub_level,
+                        &mut new_sst_id,
+                        split_key.clone(),
+                    )
+                } else {
+                    vec![]
+                };
+
+                if insert_table_infos.is_empty() {
+                    continue;
+                }
+
+                sub_level
+                    .table_infos
+                    .extract_if(|sst_info| sst_info.table_ids.is_empty())
+                    .for_each(|sst_info| {
+                        sub_level.total_file_size -= sst_info.sst_size;
+                        sub_level.uncompressed_file_size -= sst_info.uncompressed_file_size;
+                        l0.total_file_size -= sst_info.sst_size;
+                        l0.uncompressed_file_size -= sst_info.uncompressed_file_size;
+                    });
+                match group_split::get_sub_level_insert_hint(&target_l0.sub_levels, sub_level) {
+                    Ok(idx) => {
+                        add_ssts_to_sub_level(target_l0, idx, insert_table_infos);
+                    }
+                    Err(idx) => {
+                        insert_new_sub_level(
+                            target_l0,
+                            sub_level.sub_level_id,
+                            sub_level.level_type,
+                            insert_table_infos,
+                            Some(idx),
+                        );
+                    }
+                }
+            }
+        }
+
+        for (idx, level) in parent_levels.levels.iter_mut().enumerate() {
+            let insert_table_infos = if let Some(split_key) = &split_key {
+                group_split::split_sst_info_for_level_v2(level, &mut new_sst_id, split_key.clone())
+            } else {
+                vec![]
+            };
+
+            if insert_table_infos.is_empty() {
+                continue;
+            }
+
+            cur_levels.levels[idx].total_file_size += insert_table_infos
+                .iter()
+                .map(|sst| sst.sst_size)
+                .sum::<u64>();
+            cur_levels.levels[idx].uncompressed_file_size += insert_table_infos
+                .iter()
+                .map(|sst| sst.uncompressed_file_size)
+                .sum::<u64>();
+            cur_levels.levels[idx]
+                .table_infos
+                .extend(insert_table_infos);
+            cur_levels.levels[idx]
+                .table_infos
+                .sort_by(|sst1, sst2| sst1.key_range.cmp(&sst2.key_range));
+            assert!(can_concat(&cur_levels.levels[idx].table_infos));
+            level
+                .table_infos
+                .extract_if(|sst_info| sst_info.table_ids.is_empty())
+                .for_each(|sst_info| {
+                    level.total_file_size -= sst_info.sst_size;
+                    level.uncompressed_file_size -= sst_info.uncompressed_file_size;
+                });
+        }
+    }
+}
+
 #[easy_ext::ext(HummockLevelsExt)]
 impl Levels {
     pub fn apply_compact_ssts(
@@ -1011,7 +1175,7 @@ fn split_sst_info_for_level(
             .cloned()
             .collect_vec();
         if !removed_table_ids.is_empty() {
-            let branch_sst = split_sst(
+            let branch_sst = split_sst_with_table_ids(
                 sst_info,
                 new_sst_id,
                 sst_info.sst_size / 2,
@@ -1329,42 +1493,6 @@ pub fn validate_version(version: &HummockVersion) -> Vec<String> {
     res
 }
 
-pub fn split_sst(
-    sst_info: &mut SstableInfo,
-    new_sst_id: &mut u64,
-    old_sst_size: u64,
-    new_sst_size: u64,
-    new_table_ids: Vec<u32>,
-) -> SstableInfo {
-    let mut branch_table_info = sst_info.clone();
-    branch_table_info.sst_id = *new_sst_id;
-    branch_table_info.sst_size = new_sst_size;
-    *new_sst_id += 1;
-
-    sst_info.sst_id = *new_sst_id;
-    sst_info.sst_size = old_sst_size;
-    *new_sst_id += 1;
-
-    {
-        // related github.com/risingwavelabs/risingwave/pull/17898/
-        // This is a temporary implementation that will update `table_ids`` based on the new split rule after PR 17898
-        // sst_info.table_ids = vec[1, 2, 3];
-        // new_table_ids = vec[2, 3, 4];
-        // branch_table_info.table_ids = vec[1, 2, 3] ∩ vec[2, 3, 4] = vec[2, 3]
-        let set1: BTreeSet<_> = sst_info.table_ids.iter().cloned().collect();
-        let set2: BTreeSet<_> = new_table_ids.into_iter().collect();
-        let intersection: Vec<_> = set1.intersection(&set2).cloned().collect();
-
-        // Update table_ids
-        branch_table_info.table_ids = intersection;
-        sst_info
-            .table_ids
-            .retain(|table_id| !branch_table_info.table_ids.contains(table_id));
-    }
-
-    branch_table_info
-}
-
 #[cfg(test)]
 mod tests {
     use std::collections::HashMap;
@@ -1372,9 +1500,11 @@ mod tests {
     use bytes::Bytes;
     use risingwave_common::catalog::TableId;
     use risingwave_common::hash::VirtualNode;
+    use risingwave_common::util::epoch::test_epoch;
     use risingwave_pb::hummock::{CompactionConfig, GroupConstruct, GroupDestroy, LevelType};
 
-    use crate::compaction_group::group_split;
+    use super::group_split;
+    use crate::compaction_group::group_split::*;
     use crate::compaction_group::hummock_version_ext::build_initial_compaction_group_levels;
     use crate::key::{gen_key_from_str, FullKey};
     use crate::key_range::KeyRange;
@@ -1385,6 +1515,36 @@ mod tests {
     };
     use crate::HummockVersionId;
 
+    fn gen_sstable_info(sst_id: u64, table_ids: Vec<u32>, epoch: u64) -> SstableInfo {
+        let table_key_l = gen_key_from_str(VirtualNode::ZERO, "1");
+        let table_key_r = gen_key_from_str(VirtualNode::MAX_FOR_TEST, "1");
+        let full_key_l = FullKey::for_test(
+            TableId::new(*table_ids.first().unwrap()),
+            table_key_l,
+            epoch,
+        )
+        .encode();
+        let full_key_r =
+            FullKey::for_test(TableId::new(*table_ids.last().unwrap()), table_key_r, epoch)
+                .encode();
+
+        SstableInfo {
+            sst_id,
+            key_range: KeyRange {
+                left: full_key_l.into(),
+                right: full_key_r.into(),
+                right_exclusive: false,
+            },
+            table_ids,
+            object_id: sst_id,
+            min_epoch: 20,
+            max_epoch: 20,
+            file_size: 100,
+            sst_size: 100,
+            ..Default::default()
+        }
+    }
+
     #[test]
     fn test_get_sst_object_ids() {
         let mut version = HummockVersion {
@@ -1943,4 +2103,459 @@ mod tests {
             assert_eq!(600, left_levels.levels[0].total_file_size);
         }
     }
+
+    #[test]
+    fn test_get_split_pos() {
+        let epoch = test_epoch(1);
+        let s1 = gen_sstable_info(1, vec![1, 2], epoch);
+        let s2 = gen_sstable_info(2, vec![3, 4, 5], epoch);
+        let s3 = gen_sstable_info(3, vec![6, 7], epoch);
+
+        let ssts = vec![s1, s2, s3];
+        let split_key = group_split::build_split_key(4, VirtualNode::ZERO);
+
+        let pos = group_split::get_split_pos(&ssts, split_key.clone());
+        assert_eq!(1, pos);
+
+        let pos = group_split::get_split_pos(&vec![], split_key);
+        assert_eq!(0, pos);
+    }
+
+    #[test]
+    fn test_split_sst() {
+        let epoch = test_epoch(1);
+        let sst = gen_sstable_info(1, vec![1, 2, 3, 5], epoch);
+
+        {
+            let split_key = group_split::build_split_key(3, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let sst_size = origin_sst.sst_size;
+            let split_type = group_split::need_to_split(&origin_sst, split_key.clone());
+            assert_eq!(SstSplitType::Both, split_type);
+
+            let mut new_sst_id = 10;
+            let (origin_sst, branched_sst) = group_split::split_sst(
+                origin_sst,
+                &mut new_sst_id,
+                split_key,
+                sst_size / 2,
+                sst_size / 2,
+            );
+
+            let origin_sst = origin_sst.unwrap();
+            let branched_sst = branched_sst.unwrap();
+
+            assert!(origin_sst.key_range.right_exclusive);
+            assert!(origin_sst
+                .key_range
+                .right
+                .cmp(&branched_sst.key_range.left)
+                .is_le());
+            assert!(origin_sst.table_ids.is_sorted());
+            assert!(branched_sst.table_ids.is_sorted());
+            assert!(origin_sst.table_ids.last().unwrap() < branched_sst.table_ids.first().unwrap());
+            assert!(branched_sst.sst_size < origin_sst.file_size);
+            assert_eq!(10, branched_sst.sst_id);
+            assert_eq!(11, origin_sst.sst_id);
+            assert_eq!(&3, branched_sst.table_ids.first().unwrap()); // split table_id to right
+        }
+
+        {
+            // test un-exist table_id
+            let split_key = group_split::build_split_key(4, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let sst_size = origin_sst.sst_size;
+            let split_type = group_split::need_to_split(&origin_sst, split_key.clone());
+            assert_eq!(SstSplitType::Both, split_type);
+
+            let mut new_sst_id = 10;
+            let (origin_sst, branched_sst) = group_split::split_sst(
+                origin_sst,
+                &mut new_sst_id,
+                split_key,
+                sst_size / 2,
+                sst_size / 2,
+            );
+
+            let origin_sst = origin_sst.unwrap();
+            let branched_sst = branched_sst.unwrap();
+
+            assert!(origin_sst.key_range.right_exclusive);
+            assert!(origin_sst.key_range.right.le(&branched_sst.key_range.left));
+            assert!(origin_sst.table_ids.is_sorted());
+            assert!(branched_sst.table_ids.is_sorted());
+            assert!(origin_sst.table_ids.last().unwrap() < branched_sst.table_ids.first().unwrap());
+            assert!(branched_sst.sst_size < origin_sst.file_size);
+            assert_eq!(10, branched_sst.sst_id);
+            assert_eq!(11, origin_sst.sst_id);
+            assert_eq!(&5, branched_sst.table_ids.first().unwrap()); // split table_id to right
+        }
+
+        {
+            let split_key = group_split::build_split_key(6, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let split_type = group_split::need_to_split(&origin_sst, split_key);
+            assert_eq!(SstSplitType::Left, split_type);
+        }
+
+        {
+            let split_key = group_split::build_split_key(4, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let split_type = group_split::need_to_split(&origin_sst, split_key);
+            assert_eq!(SstSplitType::Both, split_type);
+
+            let split_key = group_split::build_split_key(1, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let split_type = group_split::need_to_split(&origin_sst, split_key);
+            assert_eq!(SstSplitType::Right, split_type);
+        }
+
+        {
+            // test key_range left = right
+            let mut sst = gen_sstable_info(1, vec![1], epoch);
+            sst.key_range.right = sst.key_range.left.clone();
+            let split_key = group_split::build_split_key(1, VirtualNode::ZERO);
+            let origin_sst = sst.clone();
+            let sst_size = origin_sst.sst_size;
+
+            let mut new_sst_id = 10;
+            let (origin_sst, branched_sst) = group_split::split_sst(
+                origin_sst,
+                &mut new_sst_id,
+                split_key,
+                sst_size / 2,
+                sst_size / 2,
+            );
+
+            assert!(origin_sst.is_none());
+            assert!(branched_sst.is_some());
+        }
+    }
+
+    #[test]
+    fn test_split_sst_info_for_level() {
+        let mut version = HummockVersion {
+            id: HummockVersionId(0),
+            levels: HashMap::from_iter([(
+                1,
+                build_initial_compaction_group_levels(
+                    1,
+                    &CompactionConfig {
+                        max_level: 6,
+                        ..Default::default()
+                    },
+                ),
+            )]),
+            ..Default::default()
+        };
+
+        let cg1 = version.levels.get_mut(&1).unwrap();
+
+        cg1.levels[0] = Level {
+            level_idx: 1,
+            level_type: LevelType::Nonoverlapping,
+            table_infos: vec![
+                gen_sst_info(
+                    1,
+                    vec![3],
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    10,
+                    vec![3, 4],
+                    FullKey::for_test(
+                        TableId::new(3),
+                        gen_key_from_str(VirtualNode::from_index(201), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(10), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    11,
+                    vec![4],
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(11), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(4),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+            ],
+            total_file_size: 300,
+            ..Default::default()
+        };
+
+        cg1.l0.sub_levels.push(Level {
+            level_idx: 0,
+            table_infos: vec![
+                gen_sst_info(
+                    2,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    22,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    23,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    24,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(2),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+                gen_sst_info(
+                    25,
+                    vec![2],
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(1), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                    FullKey::for_test(
+                        TableId::new(0),
+                        gen_key_from_str(VirtualNode::from_index(200), "1"),
+                        0,
+                    )
+                    .encode()
+                    .into(),
+                ),
+            ],
+            sub_level_id: 101,
+            level_type: LevelType::Overlapping,
+            total_file_size: 300,
+            ..Default::default()
+        });
+
+        {
+            // split Overlapping level
+            let split_key = group_split::build_split_key(1, VirtualNode::ZERO);
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level_v2(
+                &mut cg1.l0.sub_levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+            // assert_eq!(3, x.len());
+            // assert_eq!(100, x[0].sst_id);
+            // assert_eq!(100, x[0].sst_size);
+            // assert_eq!(101, x[1].sst_id);
+            // assert_eq!(100, x[1].sst_size);
+            // assert_eq!(102, x[2].sst_id);
+            // assert_eq!(100, x[2].sst_size);
+
+            let mut right_l0 = OverlappingLevel {
+                sub_levels: vec![],
+                total_file_size: 0,
+                uncompressed_file_size: 0,
+            };
+
+            right_l0.sub_levels.push(Level {
+                level_idx: 0,
+                table_infos: x,
+                sub_level_id: 101,
+                total_file_size: 100,
+                level_type: LevelType::Overlapping,
+                ..Default::default()
+            });
+
+            let right_levels = Levels {
+                levels: vec![],
+                l0: right_l0,
+                ..Default::default()
+            };
+
+            merge_levels(cg1, right_levels);
+        }
+
+        {
+            // test split empty level
+            let mut new_sst_id = 100;
+            let split_key = group_split::build_split_key(1, VirtualNode::ZERO);
+            let x = group_split::split_sst_info_for_level_v2(
+                &mut cg1.levels[2],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert!(x.is_empty());
+        }
+
+        {
+            // test split to right Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = group_split::build_split_key(1, VirtualNode::ZERO);
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level_v2(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(3, x.len());
+            assert_eq!(1, x[0].sst_id);
+            assert_eq!(100, x[0].sst_size);
+            assert_eq!(10, x[1].sst_id);
+            assert_eq!(100, x[1].sst_size);
+            assert_eq!(11, x[2].sst_id);
+            assert_eq!(100, x[2].sst_size);
+
+            assert_eq!(0, cg1.levels[0].table_infos.len());
+        }
+
+        {
+            // test split to left Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = group_split::build_split_key(5, VirtualNode::ZERO);
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level_v2(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(0, x.len());
+            assert_eq!(3, cg1.levels[0].table_infos.len());
+        }
+
+        // {
+        //     // test split to both Nonoverlapping level
+        //     let mut cg1 = cg1.clone();
+        //     let split_key = build_split_key(3, VirtualNode::MAX);
+
+        //     let mut new_sst_id = 100;
+        //     let x = group_split::split_sst_info_for_level_v2(
+        //         &mut cg1.levels[0],
+        //         &mut new_sst_id,
+        //         split_key,
+        //     );
+
+        //     assert_eq!(2, x.len());
+        //     assert_eq!(100, x[0].sst_id);
+        //     assert_eq!(100 / 2, x[0].sst_size);
+        //     assert_eq!(11, x[1].sst_id);
+        //     assert_eq!(100, x[1].sst_size);
+        //     assert_eq!(vec![3, 4], x[0].table_ids);
+
+        //     assert_eq!(2, cg1.levels[0].table_infos.len());
+        //     assert_eq!(101, cg1.levels[0].table_infos[1].sst_id);
+        //     assert_eq!(100 / 2, cg1.levels[0].table_infos[1].sst_size);
+        //     assert_eq!(vec![3], cg1.levels[0].table_infos[1].table_ids);
+        // }
+
+        {
+            // test split to both Nonoverlapping level
+            let mut cg1 = cg1.clone();
+            let split_key = group_split::build_split_key(4, VirtualNode::ZERO);
+
+            let mut new_sst_id = 100;
+            let x = group_split::split_sst_info_for_level_v2(
+                &mut cg1.levels[0],
+                &mut new_sst_id,
+                split_key,
+            );
+
+            assert_eq!(2, x.len());
+            assert_eq!(100, x[0].sst_id);
+            assert_eq!(100 / 2, x[0].sst_size);
+            assert_eq!(11, x[1].sst_id);
+            assert_eq!(100, x[1].sst_size);
+            assert_eq!(vec![4], x[1].table_ids);
+
+            assert_eq!(2, cg1.levels[0].table_infos.len());
+            assert_eq!(101, cg1.levels[0].table_infos[1].sst_id);
+            assert_eq!(100 / 2, cg1.levels[0].table_infos[1].sst_size);
+            assert_eq!(vec![3], cg1.levels[0].table_infos[1].table_ids);
+        }
+    }
 }
diff --git a/src/storage/hummock_sdk/src/compaction_group/mod.rs b/src/storage/hummock_sdk/src/compaction_group/mod.rs
index 94ef89b8046e2..0bf3fcea1c4e7 100644
--- a/src/storage/hummock_sdk/src/compaction_group/mod.rs
+++ b/src/storage/hummock_sdk/src/compaction_group/mod.rs
@@ -46,11 +46,232 @@ impl From<StaticCompactionGroupId> for CompactionGroupId {
 
 pub mod group_split {
     use std::cmp::Ordering;
+    use std::collections::BTreeSet;
+
+    use bytes::Bytes;
+    use risingwave_common::catalog::TableId;
+    use risingwave_common::hash::VirtualNode;
+    use risingwave_pb::hummock::PbLevelType;
 
     use super::hummock_version_ext::insert_new_sub_level;
-    use crate::can_concat;
+    use super::StateTableId;
+    use crate::key::{FullKey, TableKey};
+    use crate::key_range::KeyRange;
     use crate::level::{Level, Levels};
+    use crate::sstable_info::SstableInfo;
+    use crate::{can_concat, HummockEpoch, KeyComparator};
+
+    /// The split will follow the following rules:
+    /// 1. Ssts with `split_key` will be split into two separate ssts and their `key_range` will be changed `sst_1`: [`sst.key_range.right`, `split_key`) `sst_2`: [`split_key`, `sst.key_range.right`].
+    /// 2. Currently only `vnode` 0 and `vnode` max is supported.
+    /// 3. Due to the above rule, `vnode` max will be rewritten as `table_id` + 1, vnode 0
+
+    // By default, the split key is constructed with vnode = 0 and epoch = MAX, so that we can split table_id to the right group
+    pub fn build_split_key(table_id: StateTableId, vnode: VirtualNode) -> Bytes {
+        build_split_full_key(table_id, vnode).encode().into()
+    }
+
+    /// generate a full key for convenience to get the `table_id` and `vnode`
+    pub fn build_split_full_key(
+        mut table_id: StateTableId,
+        mut vnode: VirtualNode,
+    ) -> FullKey<Vec<u8>> {
+        if VirtualNode::MAX_REPRESENTABLE == vnode {
+            // Modify `table_id` to `next_table_id` to satisfy the `split_to_right`` rule, so that the `table_id`` originally passed in will be split to left.
+            table_id = table_id.strict_add(1);
+            vnode = VirtualNode::ZERO;
+        }
+
+        FullKey::new(
+            TableId::from(table_id),
+            TableKey(vnode.to_be_bytes().to_vec()),
+            HummockEpoch::MAX,
+        )
+    }
+
+    #[derive(Debug, PartialEq, Clone)]
+    pub enum SstSplitType {
+        Left,
+        Right,
+        Both,
+    }
+
+    /// Determine whether the SST needs to be split, and if so, which side to split.
+    pub fn need_to_split(sst: &SstableInfo, split_key: Bytes) -> SstSplitType {
+        let key_range = &sst.key_range;
+        // 1. compare left
+        if KeyComparator::compare_encoded_full_key(&split_key, &key_range.left).is_le() {
+            return SstSplitType::Right;
+        }
+
+        // 2. compare right
+        if key_range.right_exclusive {
+            if KeyComparator::compare_encoded_full_key(&split_key, &key_range.right).is_ge() {
+                return SstSplitType::Left;
+            }
+        } else if KeyComparator::compare_encoded_full_key(&split_key, &key_range.right).is_gt() {
+            return SstSplitType::Left;
+        }
+
+        SstSplitType::Both
+    }
+
+    /// Split the SST into two parts based on the split key.
+    /// The left part is the original SST, and the right part is the new SST.
+    /// The split key is exclusive for the left part and inclusive for the right part.
+    /// The `table_ids` of the new SST are calculated based on the split key.
+    /// e.g.
+    ///  `sst.table_ids` = [1, 2, 3, 4, 5, 6, 7, 8, 9], `split_key` = (`table_id` = 5, vnode = 0)
+    ///  then the result:
+    /// sst1 {
+    ///     `sst_id`: `new_sst_id + 1`,
+    ///     `table_ids`: [1, 2, 3, 4],
+    ///     `key_range`: [left, `split_key`),
+    ///     `sst_size`: `left_size`,
+    /// }
+    /// sst2 {
+    ///    `sst_id`: `new_sst_id`,
+    ///    `table_ids`: [5, 6, 7, 8, 9],
+    ///    `key_range`: [`split_key`, right],
+    ///    `sst_size`: `right_size`,
+    /// }
+    pub fn split_sst(
+        mut origin_sst_info: SstableInfo,
+        new_sst_id: &mut u64,
+        split_key: Bytes,
+        left_size: u64,
+        right_size: u64,
+    ) -> (Option<SstableInfo>, Option<SstableInfo>) {
+        let mut branch_table_info = origin_sst_info.clone();
+        branch_table_info.sst_id = *new_sst_id;
+        *new_sst_id += 1;
+        origin_sst_info.sst_id = *new_sst_id;
+        *new_sst_id += 1;
+
+        let (key_range_l, key_range_r) = {
+            let key_range = &origin_sst_info.key_range;
+            let l = KeyRange {
+                left: key_range.left.clone(),
+                right: split_key.clone(),
+                right_exclusive: true,
+            };
+
+            let r = KeyRange {
+                left: split_key.clone(),
+                right: key_range.right.clone(),
+                right_exclusive: key_range.right_exclusive,
+            };
+
+            (l, r)
+        };
+        let (table_ids_l, table_ids_r) =
+            split_table_ids_with_split_key(&origin_sst_info.table_ids, split_key.clone());
+
+        // rebuild the key_range and size and sstable file size
+        {
+            // origin_sst_info
+            origin_sst_info.key_range = key_range_l;
+            origin_sst_info.sst_size = left_size;
+            origin_sst_info.table_ids = table_ids_l;
+        }
+
+        {
+            // new sst
+            branch_table_info.key_range = key_range_r;
+            branch_table_info.sst_size = right_size;
+            branch_table_info.table_ids = table_ids_r;
+        }
+
+        // This function does not make any assumptions about the incoming sst, so add some judgement to ensure that the generated sst meets the restrictions.
+        if origin_sst_info.table_ids.is_empty() {
+            (None, Some(branch_table_info))
+        } else if branch_table_info.table_ids.is_empty() {
+            (Some(origin_sst_info), None)
+        } else if KeyComparator::compare_encoded_full_key(
+            &origin_sst_info.key_range.left,
+            &origin_sst_info.key_range.right,
+        )
+        .is_eq()
+        {
+            // avoid empty key_range of origin_sst
+            (None, Some(branch_table_info))
+        } else {
+            (Some(origin_sst_info), Some(branch_table_info))
+        }
+    }
+
+    /// The old split sst logic with `table_ids`
+    /// This function is used to split the sst into two parts based on the `table_ids`.
+    /// In contrast to `split_sst`, this function does not modify the `key_range` and does not guarantee that the split ssts can be merged, which needs to be guaranteed by the caller.
+    pub fn split_sst_with_table_ids(
+        sst_info: &mut SstableInfo,
+        new_sst_id: &mut u64,
+        old_sst_size: u64,
+        new_sst_size: u64,
+        new_table_ids: Vec<u32>,
+    ) -> SstableInfo {
+        let mut branch_table_info = sst_info.clone();
+        branch_table_info.sst_id = *new_sst_id;
+        branch_table_info.sst_size = new_sst_size;
+        *new_sst_id += 1;
+
+        sst_info.sst_id = *new_sst_id;
+        sst_info.sst_size = old_sst_size;
+        *new_sst_id += 1;
+
+        {
+            // related github.com/risingwavelabs/risingwave/pull/17898/
+            // This is a temporary implementation that will update `table_ids`` based on the new split rule after PR 17898
+            // sst_info.table_ids = vec[1, 2, 3];
+            // new_table_ids = vec[2, 3, 4];
+            // branch_table_info.table_ids = vec[1, 2, 3] ∩ vec[2, 3, 4] = vec[2, 3]
+            let set1: BTreeSet<_> = sst_info.table_ids.iter().cloned().collect();
+            let set2: BTreeSet<_> = new_table_ids.into_iter().collect();
+            let intersection: Vec<_> = set1.intersection(&set2).cloned().collect();
+
+            // Update table_ids
+            branch_table_info.table_ids = intersection;
+            sst_info
+                .table_ids
+                .retain(|table_id| !branch_table_info.table_ids.contains(table_id));
+        }
+
+        branch_table_info
+    }
 
+    // Should avoid split same table_id into two groups
+    pub fn split_table_ids_with_split_key(
+        table_ids: &Vec<u32>,
+        split_key: Bytes,
+    ) -> (Vec<u32>, Vec<u32>) {
+        assert!(table_ids.is_sorted());
+        let split_full_key = FullKey::decode(&split_key);
+        let split_user_key = split_full_key.user_key;
+        let vnode = split_user_key.get_vnode_id();
+        let table_id = split_user_key.table_id.table_id();
+        split_table_ids_with_table_id_and_vnode(table_ids, table_id, vnode)
+    }
+
+    pub fn split_table_ids_with_table_id_and_vnode(
+        table_ids: &Vec<u32>,
+        table_id: StateTableId,
+        vnode: usize,
+    ) -> (Vec<u32>, Vec<u32>) {
+        assert!(table_ids.is_sorted());
+        assert_eq!(VirtualNode::ZERO, VirtualNode::from_index(vnode));
+        let pos = table_ids.partition_point(|&id| id < table_id);
+        (table_ids[..pos].to_vec(), table_ids[pos..].to_vec())
+    }
+
+    pub fn get_split_pos(sstables: &Vec<SstableInfo>, split_key: Bytes) -> usize {
+        sstables
+            .partition_point(|sst| {
+                KeyComparator::compare_encoded_full_key(&sst.key_range.left, &split_key).is_lt()
+            })
+            .saturating_sub(1)
+    }
+
+    /// Merge the right levels into the left levels.
     pub fn merge_levels(left_levels: &mut Levels, right_levels: Levels) {
         let right_l0 = right_levels.l0;
 
@@ -154,4 +375,143 @@ pub mod group_split {
 
         Err(target_levels.len())
     }
+
+    /// Split the SSTs in the level according to the split key.
+    pub fn split_sst_info_for_level_v2(
+        level: &mut Level,
+        new_sst_id: &mut u64,
+        split_key: Bytes,
+    ) -> Vec<SstableInfo> {
+        if level.table_infos.is_empty() {
+            return vec![];
+        }
+
+        let mut insert_table_infos = vec![];
+        if level.level_type == PbLevelType::Overlapping {
+            level.table_infos.retain_mut(|sst| {
+                let sst_split_type = need_to_split(sst, split_key.clone());
+                match sst_split_type {
+                    SstSplitType::Left => true,
+                    SstSplitType::Right => {
+                        insert_table_infos.push(sst.clone());
+                        false
+                    }
+                    SstSplitType::Both => {
+                        let (left, right) = split_sst(
+                            sst.clone(),
+                            new_sst_id,
+                            split_key.clone(),
+                            sst.sst_size / 2,
+                            sst.sst_size / 2,
+                        );
+                        if let Some(branch_sst) = right {
+                            insert_table_infos.push(branch_sst);
+                        }
+
+                        if left.is_some() {
+                            *sst = left.unwrap();
+                            true
+                        } else {
+                            false
+                        }
+                    }
+                }
+            });
+        } else {
+            let pos = get_split_pos(&level.table_infos, split_key.clone());
+            if pos >= level.table_infos.len() {
+                return insert_table_infos;
+            }
+
+            let sst_split_type = need_to_split(&level.table_infos[pos], split_key.clone());
+            match sst_split_type {
+                SstSplitType::Left => {
+                    insert_table_infos.extend_from_slice(&level.table_infos[pos + 1..]);
+                    level.table_infos = level.table_infos[0..=pos].to_vec();
+                }
+                SstSplitType::Right => {
+                    assert_eq!(0, pos);
+                    insert_table_infos.extend_from_slice(&level.table_infos[pos..]); // the sst at pos has been split to the right
+                    level.table_infos.clear();
+                }
+                SstSplitType::Both => {
+                    // split the sst
+                    let sst = level.table_infos[pos].clone();
+                    let sst_size = sst.sst_size;
+                    let (left, right) = split_sst(
+                        sst,
+                        new_sst_id,
+                        split_key.clone(),
+                        sst_size / 2,
+                        sst_size / 2,
+                    );
+
+                    if let Some(branch_sst) = right {
+                        insert_table_infos.push(branch_sst);
+                    }
+
+                    let right_start = pos + 1;
+                    let left_end = pos;
+                    // the sst at pos has been split to both left and right
+                    // the branched sst has been inserted to the `insert_table_infos`
+                    insert_table_infos.extend_from_slice(&level.table_infos[right_start..]);
+                    level.table_infos = level.table_infos[0..=left_end].to_vec();
+                    if let Some(origin_sst) = left {
+                        // replace the origin sst with the left part
+                        level.table_infos[left_end] = origin_sst;
+                    } else {
+                        level.table_infos.pop();
+                    }
+                }
+            };
+        }
+
+        insert_table_infos
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use risingwave_common::hash::VirtualNode;
+
+    #[test]
+    fn test_split_table_ids() {
+        let table_ids = vec![1, 2, 3, 4, 5, 6, 7, 8, 9];
+        let (left, right) = super::group_split::split_table_ids_with_table_id_and_vnode(
+            &table_ids,
+            5,
+            VirtualNode::ZERO.to_index(),
+        );
+        assert_eq!(left, vec![1, 2, 3, 4]);
+        assert_eq!(right, vec![5, 6, 7, 8, 9]);
+
+        // test table_id not in the table_ids
+
+        let (left, right) = super::group_split::split_table_ids_with_table_id_and_vnode(
+            &table_ids,
+            10,
+            VirtualNode::ZERO.to_index(),
+        );
+        assert_eq!(left, vec![1, 2, 3, 4, 5, 6, 7, 8, 9]);
+        assert!(right.is_empty());
+
+        let (left, right) = super::group_split::split_table_ids_with_table_id_and_vnode(
+            &table_ids,
+            0,
+            VirtualNode::ZERO.to_index(),
+        );
+
+        assert!(left.is_empty());
+        assert_eq!(right, vec![1, 2, 3, 4, 5, 6, 7, 8, 9]);
+    }
+
+    #[test]
+    fn test_split_table_ids_with_split_key() {
+        let table_ids = vec![1, 2, 3, 4, 5, 6, 7, 8, 9];
+        let split_key = super::group_split::build_split_key(5, VirtualNode::ZERO);
+        let (left, right) =
+            super::group_split::split_table_ids_with_split_key(&table_ids, split_key);
+        assert_eq!(left, vec![1, 2, 3, 4]);
+        assert_eq!(right, vec![5, 6, 7, 8, 9]);
+    }
 }
diff --git a/src/storage/hummock_sdk/src/lib.rs b/src/storage/hummock_sdk/src/lib.rs
index 6058d3a16d5e8..9e35e1e31a66f 100644
--- a/src/storage/hummock_sdk/src/lib.rs
+++ b/src/storage/hummock_sdk/src/lib.rs
@@ -21,6 +21,7 @@
 #![feature(is_sorted)]
 #![feature(let_chains)]
 #![feature(btree_cursors)]
+#![feature(strict_overflow_ops)]
 
 mod key_cmp;
 use std::cmp::Ordering;
diff --git a/src/storage/hummock_test/src/compactor_tests.rs b/src/storage/hummock_test/src/compactor_tests.rs
index 86a5d2545aa85..038621af70b8b 100644
--- a/src/storage/hummock_test/src/compactor_tests.rs
+++ b/src/storage/hummock_test/src/compactor_tests.rs
@@ -2028,27 +2028,11 @@ pub(crate) mod tests {
                 .unwrap();
         }
 
-        // compact
-        compact_once(
-            parent_group_id,
-            0,
-            hummock_manager_ref.clone(),
-            compact_ctx.clone(),
-            filter_key_extractor_manager.clone(),
-            sstable_object_id_manager.clone(),
-        )
-        .await;
-
         let new_cg_id = hummock_manager_ref
-            .split_compaction_group(parent_group_id, &split_table_ids, 0)
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, &split_table_ids, 0)
             .await
-            .unwrap();
-
-        assert_ne!(parent_group_id, new_cg_id);
-        assert!(hummock_manager_ref
-            .merge_compaction_group(parent_group_id, new_cg_id)
-            .await
-            .is_err());
+            .unwrap()
+            .0;
 
         write_data(
             &storage,
@@ -2092,9 +2076,10 @@ pub(crate) mod tests {
             .unwrap();
 
         let new_cg_id = hummock_manager_ref
-            .split_compaction_group(parent_group_id, &split_table_ids, 0)
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, &split_table_ids, 0)
             .await
-            .unwrap();
+            .unwrap()
+            .0;
 
         compact_once(
             parent_group_id,
@@ -2152,9 +2137,10 @@ pub(crate) mod tests {
 
         // try split
         let new_cg_id = hummock_manager_ref
-            .split_compaction_group(parent_group_id, &split_table_ids, 0)
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, &split_table_ids, 0)
             .await
-            .unwrap();
+            .unwrap()
+            .0;
 
         // write right
         write_data(
@@ -2272,18 +2258,12 @@ pub(crate) mod tests {
 
         // try split
         let new_cg_id = hummock_manager_ref
-            .split_compaction_group(parent_group_id, &split_table_ids, 0)
+            .move_state_tables_to_dedicated_compaction_group(parent_group_id, &split_table_ids, 0)
             .await
-            .unwrap();
-
-        // try merge
-        assert!(hummock_manager_ref
-            .merge_compaction_group(parent_group_id, new_cg_id)
-            .await
-            .is_err());
+            .unwrap()
+            .0;
 
         // write left and write
-
         write_data(
             &storage,
             (&mut local_1, true),
diff --git a/src/tests/simulation/tests/integration_tests/compaction/mod.rs b/src/tests/simulation/tests/integration_tests/compaction/mod.rs
index 0cd8ea767c3ed..f9f23ac72387c 100644
--- a/src/tests/simulation/tests/integration_tests/compaction/mod.rs
+++ b/src/tests/simulation/tests/integration_tests/compaction/mod.rs
@@ -126,12 +126,14 @@ async fn test_vnode_watermark_reclaim_impl(
     cluster.split_compaction_group(2, table_id).await.unwrap();
     tokio::time::sleep(Duration::from_secs(5)).await;
     let compaction_group_id = session
-        .run("SELECT max(id) FROM rw_hummock_compaction_group_configs;")
+        .run(format!(
+            "SELECT id FROM rw_hummock_compaction_group_configs where member_tables @> '[{}]'::jsonb;",
+            table_id
+        ))
         .await
         .unwrap()
         .parse::<u64>()
         .unwrap();
-    assert!(compaction_group_id > 3);
 
     session
         .run("INSERT INTO t2 VALUES (now(), 1);")