diff --git a/Cargo.lock b/Cargo.lock
index f0b0e9305728..cfb73999c47b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -206,6 +206,12 @@ version = "1.0.0-beta.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f1f8f5a6f3d50d89e3797d7593a50f96bb2aaa20ca0cc7be1fb673232c91d72"
 
+[[package]]
+name = "anymap2"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d301b3b94cb4b2f23d7917810addbbaff90738e0ca2be692bd027e70d7e0330c"
+
 [[package]]
 name = "api"
 version = "0.7.2"
@@ -1906,6 +1912,7 @@ dependencies = [
 name = "common-meta"
 version = "0.7.2"
 dependencies = [
+ "anymap2",
  "api",
  "async-recursion",
  "async-trait",
diff --git a/src/catalog/src/kvbackend/manager.rs b/src/catalog/src/kvbackend/manager.rs
index 4694d9aae8bb..ca2305899b22 100644
--- a/src/catalog/src/kvbackend/manager.rs
+++ b/src/catalog/src/kvbackend/manager.rs
@@ -82,7 +82,7 @@ impl CacheInvalidator for TableCacheInvalidator {
     async fn invalidate(
         &self,
         _ctx: &Context,
-        caches: Vec<CacheIdent>,
+        caches: &[CacheIdent],
     ) -> common_meta::error::Result<()> {
         for cache in caches {
             if let CacheIdent::TableName(table_name) = cache {
diff --git a/src/common/meta/Cargo.toml b/src/common/meta/Cargo.toml
index 78fc193e6291..70faabb7ee75 100644
--- a/src/common/meta/Cargo.toml
+++ b/src/common/meta/Cargo.toml
@@ -11,6 +11,7 @@ testing = []
 workspace = true
 
 [dependencies]
+anymap2 = "0.13.0"
 api.workspace = true
 async-recursion = "1.0"
 async-trait.workspace = true
diff --git a/src/common/meta/src/cache.rs b/src/common/meta/src/cache.rs
index 26a6ea2c580a..49c064ab9733 100644
--- a/src/common/meta/src/cache.rs
+++ b/src/common/meta/src/cache.rs
@@ -14,10 +14,12 @@
 
 mod container;
 mod flow;
+mod registry;
 mod table;
 
 pub use container::{CacheContainer, Initializer, Invalidator, TokenFilter};
 pub use flow::{new_table_flownode_set_cache, TableFlownodeSetCache};
+pub use registry::{CacheRegistry, CacheRegistryBuilder, CacheRegistryRef};
 pub use table::{
     new_table_info_cache, new_table_name_cache, new_table_route_cache, TableInfoCache,
     TableInfoCacheRef, TableNameCache, TableNameCacheRef, TableRouteCache, TableRouteCacheRef,
diff --git a/src/common/meta/src/cache/container.rs b/src/common/meta/src/cache/container.rs
index 8c85b3851d7a..e0bf9c27043c 100644
--- a/src/common/meta/src/cache/container.rs
+++ b/src/common/meta/src/cache/container.rs
@@ -16,7 +16,7 @@ use std::borrow::Borrow;
 use std::hash::Hash;
 use std::sync::Arc;
 
-use futures::future::BoxFuture;
+use futures::future::{join_all, BoxFuture};
 use moka::future::Cache;
 use snafu::{OptionExt, ResultExt};
 
@@ -68,6 +68,11 @@ where
             token_filter,
         }
     }
+
+    /// Returns the `name`.
+    pub fn name(&self) -> &str {
+        &self.name
+    }
 }
 
 #[async_trait::async_trait]
@@ -76,13 +81,15 @@ where
     K: Send + Sync,
     V: Send + Sync,
 {
-    async fn invalidate(&self, _ctx: &Context, caches: Vec<CacheIdent>) -> Result<()> {
-        for token in caches
-            .into_iter()
+    async fn invalidate(&self, _ctx: &Context, caches: &[CacheIdent]) -> Result<()> {
+        let tasks = caches
+            .iter()
             .filter(|token| (self.token_filter)(token))
-        {
-            (self.invalidator)(&self.cache, &token).await?;
-        }
+            .map(|token| (self.invalidator)(&self.cache, token));
+        join_all(tasks)
+            .await
+            .into_iter()
+            .collect::<Result<Vec<_>>>()?;
         Ok(())
     }
 }
@@ -120,9 +127,14 @@ where
 {
     /// Invalidates cache by [CacheToken].
     pub async fn invalidate(&self, caches: &[CacheToken]) -> Result<()> {
-        for token in caches.iter().filter(|token| (self.token_filter)(token)) {
-            (self.invalidator)(&self.cache, token).await?;
-        }
+        let tasks = caches
+            .iter()
+            .filter(|token| (self.token_filter)(token))
+            .map(|token| (self.invalidator)(&self.cache, token));
+        join_all(tasks)
+            .await
+            .into_iter()
+            .collect::<Result<Vec<_>>>()?;
         Ok(())
     }
 
diff --git a/src/common/meta/src/cache/registry.rs b/src/common/meta/src/cache/registry.rs
new file mode 100644
index 000000000000..e330eab9cdd5
--- /dev/null
+++ b/src/common/meta/src/cache/registry.rs
@@ -0,0 +1,139 @@
+// Copyright 2023 Greptime Team
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::sync::Arc;
+
+use futures::future::join_all;
+
+use crate::cache_invalidator::{CacheInvalidator, Context};
+use crate::error::Result;
+use crate::instruction::CacheIdent;
+
+pub type CacheRegistryRef = Arc<CacheRegistry>;
+
+/// [CacheRegistryBuilder] provides ability of
+/// - Register the `cache` which implements the [CacheInvalidator] trait into [CacheRegistry].
+/// - Build a [CacheRegistry]
+#[derive(Default)]
+pub struct CacheRegistryBuilder {
+    registry: CacheRegistry,
+}
+
+impl CacheRegistryBuilder {
+    pub fn add_cache<T: CacheInvalidator + 'static>(mut self, cache: Arc<T>) -> Self {
+        self.registry.register(cache);
+        self
+    }
+
+    pub fn build(self) -> CacheRegistry {
+        self.registry
+    }
+}
+
+/// [CacheRegistry] provides ability of
+/// - Get a specific `cache`.
+#[derive(Default)]
+pub struct CacheRegistry {
+    indexes: Vec<Arc<dyn CacheInvalidator>>,
+    registry: anymap2::SendSyncAnyMap,
+}
+
+#[async_trait::async_trait]
+impl CacheInvalidator for Arc<CacheRegistry> {
+    async fn invalidate(&self, ctx: &Context, caches: &[CacheIdent]) -> Result<()> {
+        let tasks = self
+            .indexes
+            .iter()
+            .map(|invalidator| invalidator.invalidate(ctx, caches));
+        join_all(tasks)
+            .await
+            .into_iter()
+            .collect::<Result<Vec<_>>>()?;
+        Ok(())
+    }
+}
+
+impl CacheRegistry {
+    /// Sets the value stored in the collection for the type `T`.
+    /// Returns true if the collection already had a value of type `T`
+    fn register<T: CacheInvalidator + 'static>(&mut self, cache: Arc<T>) -> bool {
+        self.indexes.push(cache.clone());
+        self.registry.insert(cache).is_some()
+    }
+
+    /// Returns __cloned__ the value stored in the collection for the type `T`, if it exists.
+    pub fn get<T: Send + Sync + Clone + 'static>(&self) -> Option<T> {
+        self.registry.get().cloned()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::sync::atomic::{AtomicI32, Ordering};
+    use std::sync::Arc;
+
+    use moka::future::{Cache, CacheBuilder};
+
+    use crate::cache::registry::CacheRegistryBuilder;
+    use crate::cache::*;
+    use crate::instruction::CacheIdent;
+
+    fn test_cache(name: &str) -> CacheContainer<String, String, CacheIdent> {
+        let cache: Cache<String, String> = CacheBuilder::new(128).build();
+        let filter: TokenFilter<CacheIdent> = Box::new(|_| true);
+        let counter = Arc::new(AtomicI32::new(0));
+        let moved_counter = counter.clone();
+        let init: Initializer<String, String> = Arc::new(move |_| {
+            moved_counter.fetch_add(1, Ordering::Relaxed);
+            Box::pin(async { Ok(Some("hi".to_string())) })
+        });
+        let invalidator: Invalidator<String, String, CacheIdent> =
+            Box::new(|_, _| Box::pin(async { Ok(()) }));
+
+        CacheContainer::new(name.to_string(), cache, invalidator, init, filter)
+    }
+
+    fn test_i32_cache(name: &str) -> CacheContainer<i32, String, CacheIdent> {
+        let cache: Cache<i32, String> = CacheBuilder::new(128).build();
+        let filter: TokenFilter<CacheIdent> = Box::new(|_| true);
+        let counter = Arc::new(AtomicI32::new(0));
+        let moved_counter = counter.clone();
+        let init: Initializer<i32, String> = Arc::new(move |_| {
+            moved_counter.fetch_add(1, Ordering::Relaxed);
+            Box::pin(async { Ok(Some("foo".to_string())) })
+        });
+        let invalidator: Invalidator<i32, String, CacheIdent> =
+            Box::new(|_, _| Box::pin(async { Ok(()) }));
+
+        CacheContainer::new(name.to_string(), cache, invalidator, init, filter)
+    }
+
+    #[tokio::test]
+    async fn test_register() {
+        let builder = CacheRegistryBuilder::default();
+        let i32_cache = Arc::new(test_i32_cache("i32_cache"));
+        let cache = Arc::new(test_cache("string_cache"));
+        let registry = builder.add_cache(i32_cache).add_cache(cache).build();
+
+        let cache = registry
+            .get::<Arc<CacheContainer<i32, String, CacheIdent>>>()
+            .unwrap();
+        assert_eq!(cache.name(), "i32_cache");
+
+        let cache = registry
+            .get::<Arc<CacheContainer<String, String, CacheIdent>>>()
+            .unwrap();
+        assert_eq!(cache.name(), "string_cache");
+    }
+}
diff --git a/src/common/meta/src/cache_invalidator.rs b/src/common/meta/src/cache_invalidator.rs
index f547040b9a5c..3281971c1a4f 100644
--- a/src/common/meta/src/cache_invalidator.rs
+++ b/src/common/meta/src/cache_invalidator.rs
@@ -47,7 +47,7 @@ pub struct Context {
 
 #[async_trait::async_trait]
 pub trait CacheInvalidator: Send + Sync {
-    async fn invalidate(&self, ctx: &Context, caches: Vec<CacheIdent>) -> Result<()>;
+    async fn invalidate(&self, ctx: &Context, caches: &[CacheIdent]) -> Result<()>;
 }
 
 pub type CacheInvalidatorRef = Arc<dyn CacheInvalidator>;
@@ -56,7 +56,7 @@ pub struct DummyCacheInvalidator;
 
 #[async_trait::async_trait]
 impl CacheInvalidator for DummyCacheInvalidator {
-    async fn invalidate(&self, _ctx: &Context, _caches: Vec<CacheIdent>) -> Result<()> {
+    async fn invalidate(&self, _ctx: &Context, _caches: &[CacheIdent]) -> Result<()> {
         Ok(())
     }
 }
@@ -80,10 +80,10 @@ impl MultiCacheInvalidator {
 
 #[async_trait::async_trait]
 impl CacheInvalidator for MultiCacheInvalidator {
-    async fn invalidate(&self, ctx: &Context, caches: Vec<CacheIdent>) -> Result<()> {
+    async fn invalidate(&self, ctx: &Context, caches: &[CacheIdent]) -> Result<()> {
         let invalidators = self.invalidators.read().await;
         for invalidator in invalidators.iter() {
-            invalidator.invalidate(ctx, caches.clone()).await?;
+            invalidator.invalidate(ctx, caches).await?;
         }
         Ok(())
     }
@@ -94,25 +94,25 @@ impl<T> CacheInvalidator for T
 where
     T: KvCacheInvalidator,
 {
-    async fn invalidate(&self, _ctx: &Context, caches: Vec<CacheIdent>) -> Result<()> {
+    async fn invalidate(&self, _ctx: &Context, caches: &[CacheIdent]) -> Result<()> {
         for cache in caches {
             match cache {
                 CacheIdent::TableId(table_id) => {
-                    let key = TableInfoKey::new(table_id);
+                    let key = TableInfoKey::new(*table_id);
                     self.invalidate_key(&key.to_bytes()).await;
 
-                    let key = &TableRouteKey { table_id };
+                    let key = TableRouteKey::new(*table_id);
                     self.invalidate_key(&key.to_bytes()).await;
                 }
                 CacheIdent::TableName(table_name) => {
-                    let key: TableNameKey = (&table_name).into();
+                    let key: TableNameKey = table_name.into();
                     self.invalidate_key(&key.to_bytes()).await
                 }
                 CacheIdent::SchemaName(schema_name) => {
-                    let key: SchemaNameKey = (&schema_name).into();
+                    let key: SchemaNameKey = schema_name.into();
                     self.invalidate_key(&key.to_bytes()).await;
                 }
-                CacheIdent::CreateFlow(_) | CacheIdent::DropFlow(_) => {
+                &CacheIdent::CreateFlow(_) | CacheIdent::DropFlow(_) => {
                     // TODO(weny): implements it
                     unimplemented!()
                 }
diff --git a/src/common/meta/src/ddl/alter_logical_tables.rs b/src/common/meta/src/ddl/alter_logical_tables.rs
index abec47764780..48d34b4307c3 100644
--- a/src/common/meta/src/ddl/alter_logical_tables.rs
+++ b/src/common/meta/src/ddl/alter_logical_tables.rs
@@ -175,7 +175,7 @@ impl AlterLogicalTablesProcedure {
 
         self.context
             .cache_invalidator
-            .invalidate(&ctx, to_invalidate)
+            .invalidate(&ctx, &to_invalidate)
             .await?;
         Ok(Status::done())
     }
diff --git a/src/common/meta/src/ddl/alter_table.rs b/src/common/meta/src/ddl/alter_table.rs
index 209ed3812203..fdb063d17681 100644
--- a/src/common/meta/src/ddl/alter_table.rs
+++ b/src/common/meta/src/ddl/alter_table.rs
@@ -185,7 +185,7 @@ impl AlterTableProcedure {
         };
 
         cache_invalidator
-            .invalidate(&Context::default(), cache_keys)
+            .invalidate(&Context::default(), &cache_keys)
             .await?;
 
         Ok(Status::done())
diff --git a/src/common/meta/src/ddl/create_logical_tables/update_metadata.rs b/src/common/meta/src/ddl/create_logical_tables/update_metadata.rs
index 103ae4907142..61ec611f850f 100644
--- a/src/common/meta/src/ddl/create_logical_tables/update_metadata.rs
+++ b/src/common/meta/src/ddl/create_logical_tables/update_metadata.rs
@@ -69,7 +69,7 @@ impl CreateLogicalTablesProcedure {
             .cache_invalidator
             .invalidate(
                 &Context::default(),
-                vec![
+                &[
                     CacheIdent::TableId(self.data.physical_table_id),
                     CacheIdent::TableName(physical_table_name),
                 ],
diff --git a/src/common/meta/src/ddl/drop_database/metadata.rs b/src/common/meta/src/ddl/drop_database/metadata.rs
index a9a64f9eca95..005806146013 100644
--- a/src/common/meta/src/ddl/drop_database/metadata.rs
+++ b/src/common/meta/src/ddl/drop_database/metadata.rs
@@ -68,7 +68,7 @@ impl DropMetadataBroadcast {
         cache_invalidator
             .invalidate(
                 &ctx,
-                vec![CacheIdent::SchemaName(SchemaName {
+                &[CacheIdent::SchemaName(SchemaName {
                     catalog_name: db_ctx.catalog.clone(),
                     schema_name: db_ctx.schema.clone(),
                 })],
diff --git a/src/common/meta/src/ddl/drop_table/executor.rs b/src/common/meta/src/ddl/drop_table/executor.rs
index 0c0f2ddc9cb9..aa41d03c6597 100644
--- a/src/common/meta/src/ddl/drop_table/executor.rs
+++ b/src/common/meta/src/ddl/drop_table/executor.rs
@@ -154,7 +154,7 @@ impl DropTableExecutor {
         cache_invalidator
             .invalidate(
                 &ctx,
-                vec![
+                &[
                     CacheIdent::TableName(self.table.table_ref().into()),
                     CacheIdent::TableId(self.table_id),
                 ],
diff --git a/src/frontend/src/heartbeat/handler/invalidate_table_cache.rs b/src/frontend/src/heartbeat/handler/invalidate_table_cache.rs
index 3cda489035b1..9b949b4ea32a 100644
--- a/src/frontend/src/heartbeat/handler/invalidate_table_cache.rs
+++ b/src/frontend/src/heartbeat/handler/invalidate_table_cache.rs
@@ -48,7 +48,7 @@ impl HeartbeatResponseHandler for InvalidateTableCacheHandler {
         // Invalidate local cache always success
         let _ = self
             .cache_invalidator
-            .invalidate(&Context::default(), caches)
+            .invalidate(&Context::default(), &caches)
             .await?;
 
         Ok(HandleControl::Done)
diff --git a/src/meta-srv/src/cache_invalidator.rs b/src/meta-srv/src/cache_invalidator.rs
index f4085b6bf9fd..c14a20965a02 100644
--- a/src/meta-srv/src/cache_invalidator.rs
+++ b/src/meta-srv/src/cache_invalidator.rs
@@ -63,8 +63,8 @@ impl MetasrvCacheInvalidator {
 
 #[async_trait]
 impl CacheInvalidator for MetasrvCacheInvalidator {
-    async fn invalidate(&self, ctx: &Context, caches: Vec<CacheIdent>) -> MetaResult<()> {
-        let instruction = Instruction::InvalidateCaches(caches);
+    async fn invalidate(&self, ctx: &Context, caches: &[CacheIdent]) -> MetaResult<()> {
+        let instruction = Instruction::InvalidateCaches(caches.to_vec());
         self.broadcast(ctx, instruction).await
     }
 }
diff --git a/src/operator/src/statement/ddl.rs b/src/operator/src/statement/ddl.rs
index 599dbe51386f..6ca5bb54b74d 100644
--- a/src/operator/src/statement/ddl.rs
+++ b/src/operator/src/statement/ddl.rs
@@ -404,7 +404,7 @@ impl StatementExecutor {
             self.cache_invalidator
                 .invalidate(
                     &Context::default(),
-                    vec![
+                    &[
                         CacheIdent::TableId(table_id),
                         CacheIdent::TableName(table_name.clone()),
                     ],
@@ -619,7 +619,7 @@ impl StatementExecutor {
 
         // Invalidates local cache ASAP.
         self.cache_invalidator
-            .invalidate(&Context::default(), invalidate_keys)
+            .invalidate(&Context::default(), &invalidate_keys)
             .await
             .context(error::InvalidateTableCacheSnafu)?;