diff --git a/src/mito2/src/memtable/merge_tree/data.rs b/src/mito2/src/memtable/merge_tree/data.rs
index ac724bae2171..82bf5c8440d0 100644
--- a/src/mito2/src/memtable/merge_tree/data.rs
+++ b/src/mito2/src/memtable/merge_tree/data.rs
@@ -34,7 +34,9 @@ use datatypes::vectors::{
 };
 use parquet::arrow::arrow_reader::{ParquetRecordBatchReader, ParquetRecordBatchReaderBuilder};
 use parquet::arrow::ArrowWriter;
-use parquet::file::properties::WriterProperties;
+use parquet::basic::{Compression, Encoding, ZstdLevel};
+use parquet::file::properties::{EnabledStatistics, WriterProperties};
+use parquet::schema::types::ColumnPath;
 use snafu::ResultExt;
 use store_api::metadata::RegionMetadataRef;
 use store_api::storage::consts::{OP_TYPE_COLUMN_NAME, SEQUENCE_COLUMN_NAME};
@@ -236,10 +238,12 @@ impl DataBuffer {
         pk_weights: Option<&[u16]>,
         replace_pk_index: bool,
     ) -> Result<DataPart> {
+        let timestamp_col_name = self.metadata.time_index_column().column_schema.name.clone();
         let encoder = DataPartEncoder::new(
             &self.metadata,
             pk_weights,
             None,
+            timestamp_col_name,
             replace_pk_index,
             self.dedup,
         );
@@ -683,6 +687,7 @@ struct DataPartEncoder<'a> {
     schema: SchemaRef,
     pk_weights: Option<&'a [u16]>,
     row_group_size: Option<usize>,
+    timestamp_column_name: String,
     replace_pk_index: bool,
     dedup: bool,
 }
@@ -692,6 +697,7 @@ impl<'a> DataPartEncoder<'a> {
         metadata: &RegionMetadataRef,
         pk_weights: Option<&'a [u16]>,
         row_group_size: Option<usize>,
+        timestamp_column_name: String,
         replace_pk_index: bool,
         dedup: bool,
     ) -> DataPartEncoder<'a> {
@@ -700,22 +706,41 @@ impl<'a> DataPartEncoder<'a> {
             schema,
             pk_weights,
             row_group_size,
+            timestamp_column_name,
             replace_pk_index,
             dedup,
         }
     }
 
-    fn writer_props(&self) -> Option<WriterProperties> {
-        self.row_group_size.map(|size| {
-            WriterProperties::builder()
-                .set_max_row_group_size(size)
-                .build()
-        })
-    }
-    pub fn write(&self, source: &mut DataBuffer) -> Result<DataPart> {
+    // todo(hl): more customized config according to region options.
+    fn writer_props(self) -> WriterProperties {
+        let mut builder = WriterProperties::builder();
+        if let Some(row_group_size) = self.row_group_size {
+            builder = builder.set_max_row_group_size(row_group_size)
+        }
+
+        let ts_col = ColumnPath::new(vec![self.timestamp_column_name]);
+        let pk_index_col = ColumnPath::new(vec![PK_INDEX_COLUMN_NAME.to_string()]);
+        let sequence_col = ColumnPath::new(vec![SEQUENCE_COLUMN_NAME.to_string()]);
+        let op_type_col = ColumnPath::new(vec![OP_TYPE_COLUMN_NAME.to_string()]);
+
+        builder = builder
+            .set_compression(Compression::ZSTD(ZstdLevel::default()))
+            .set_statistics_enabled(EnabledStatistics::None);
+        builder = builder
+            .set_column_encoding(ts_col.clone(), Encoding::DELTA_BINARY_PACKED)
+            .set_column_dictionary_enabled(ts_col, false)
+            .set_column_encoding(pk_index_col.clone(), Encoding::DELTA_BINARY_PACKED)
+            .set_column_dictionary_enabled(pk_index_col, true)
+            .set_column_encoding(sequence_col.clone(), Encoding::DELTA_BINARY_PACKED)
+            .set_column_dictionary_enabled(sequence_col, false)
+            .set_column_encoding(op_type_col.clone(), Encoding::DELTA_BINARY_PACKED)
+            .set_column_dictionary_enabled(op_type_col, true);
+        builder.build()
+    }
+
+    pub fn write(self, source: &mut DataBuffer) -> Result<DataPart> {
         let mut bytes = Vec::with_capacity(1024);
-        let mut writer = ArrowWriter::try_new(&mut bytes, self.schema.clone(), self.writer_props())
-            .context(error::EncodeMemtableSnafu)?;
         let rb = drain_data_buffer_to_record_batches(
             self.schema.clone(),
             source,
@@ -723,6 +748,9 @@ impl<'a> DataPartEncoder<'a> {
             self.dedup,
             self.replace_pk_index,
         )?;
+        let mut writer =
+            ArrowWriter::try_new(&mut bytes, self.schema.clone(), Some(self.writer_props()))
+                .context(error::EncodeMemtableSnafu)?;
         writer.write(&rb).context(error::EncodeMemtableSnafu)?;
         let _metadata = writer.close().context(error::EncodeMemtableSnafu)?;
         Ok(DataPart::Parquet(ParquetPart {
@@ -1225,7 +1253,14 @@ mod tests {
 
         assert_eq!(4, buffer.num_rows());
 
-        let encoder = DataPartEncoder::new(&meta, Some(&[0, 1, 2]), None, true, true);
+        let encoder = DataPartEncoder::new(
+            &meta,
+            Some(&[0, 1, 2]),
+            None,
+            meta.time_index_column().column_schema.name.clone(),
+            true,
+            true,
+        );
         let encoded = match encoder.write(&mut buffer).unwrap() {
             DataPart::Parquet(data) => data.data,
         };
@@ -1367,7 +1402,14 @@ mod tests {
             4,
         );
 
-        let encoder = DataPartEncoder::new(&meta, Some(weights), Some(4), true, true);
+        let encoder = DataPartEncoder::new(
+            &meta,
+            Some(weights),
+            Some(4),
+            meta.time_index_column().column_schema.name.clone(),
+            true,
+            true,
+        );
         let encoded = encoder.write(&mut buffer).unwrap();
 
         let mut iter = encoded.read().unwrap();