diff --git a/deps/oblib/src/lib/allocator/ob_mod_define.h b/deps/oblib/src/lib/allocator/ob_mod_define.h
index db5760a41..3d4b575a7 100644
--- a/deps/oblib/src/lib/allocator/ob_mod_define.h
+++ b/deps/oblib/src/lib/allocator/ob_mod_define.h
@@ -30,10 +30,6 @@ CTX_ITEM_DEF(STORAGE_LONG_TERM_META_CTX_ID)
 CTX_ITEM_DEF(STORAGE_SHORT_TERM_META_CTX_ID)
 CTX_ITEM_DEF(PARTITION_LOG_SERVICE_CTX_ID)
 CTX_ITEM_DEF(REPLAY_STATUS_CTX_ID)
-CTX_ITEM_DEF(TRANS_PART_CTX_ID)
-CTX_ITEM_DEF(TRANS_COORD_CTX_ID)
-CTX_ITEM_DEF(TRANS_SCHE_CTX_ID)
-CTX_ITEM_DEF(OB_TRANS_LOCAL_TASK_ID)
 CTX_ITEM_DEF(PLAN_CACHE_CTX_ID)
 CTX_ITEM_DEF(REQ_MANAGER_CTX_ID)
 CTX_ITEM_DEF(WORK_AREA)
@@ -47,6 +43,7 @@ CTX_ITEM_DEF(META_OBJ_CTX_ID)
 CTX_ITEM_DEF(TX_CALLBACK_CTX_ID)
 CTX_ITEM_DEF(LOB_CTX_ID)
 CTX_ITEM_DEF(PS_CACHE_CTX_ID)
+CTX_ITEM_DEF(TX_DATA_TABLE)
 CTX_ITEM_DEF(MAX_CTX_ID)
 #endif
 
diff --git a/src/storage/tx_storage/ob_tenant_freezer.cpp b/src/storage/tx_storage/ob_tenant_freezer.cpp
index beb303d8b..8adb02275 100755
--- a/src/storage/tx_storage/ob_tenant_freezer.cpp
+++ b/src/storage/tx_storage/ob_tenant_freezer.cpp
@@ -433,18 +433,18 @@ int ObTenantFreezer::check_and_freeze_tx_data_()
     LOG_WARN("[TenantFreezer] get tenant tx data mem used failed.", KR(ret));
   } else {
     int64_t total_memory = lib::get_tenant_memory_limit(tenant_info_.tenant_id_);
-    int64_t hold_memory = lib::get_tenant_memory_hold(tenant_info_.tenant_id_);
+    int64_t memstore_hold_memory = lib::get_tenant_memory_hold(tenant_info_.tenant_id_, ObCtxIds::MEMSTORE_CTX_ID);
     int64_t self_freeze_min_limit_ = total_memory * (ObTxDataTable::TX_DATA_FREEZE_TRIGGER_MIN_PERCENTAGE / 100);
     int64_t self_freeze_max_limit_ = total_memory * (ObTxDataTable::TX_DATA_FREEZE_TRIGGER_MAX_PERCENTAGE / 100);
     int64_t self_freeze_tenant_hold_limit_
       = (total_memory * (double(get_freeze_trigger_percentage_()) / 100));
 
     if ((tenant_tx_data_mem_used > self_freeze_max_limit_)
-        || ((hold_memory > self_freeze_tenant_hold_limit_)
+        || ((memstore_hold_memory > self_freeze_tenant_hold_limit_)
             && (tenant_tx_data_mem_used > self_freeze_min_limit_))) {
       // trigger tx data self freeze
       LOG_INFO("[TenantFreezer] Trigger Tx Data Table Self Freeze. ", K(tenant_info_.tenant_id_),
-               K(tenant_tx_data_mem_used), K(self_freeze_max_limit_), K(hold_memory),
+               K(tenant_tx_data_mem_used), K(self_freeze_max_limit_), K(memstore_hold_memory),
                K(self_freeze_tenant_hold_limit_), K(self_freeze_min_limit_));
 
       int tmp_ret = OB_SUCCESS;
diff --git a/src/storage/tx_table/ob_tx_data_hash_map.cpp b/src/storage/tx_table/ob_tx_data_hash_map.cpp
index f31ce4233..d2d38107d 100644
--- a/src/storage/tx_table/ob_tx_data_hash_map.cpp
+++ b/src/storage/tx_table/ob_tx_data_hash_map.cpp
@@ -31,7 +31,7 @@ void ObTxDataHashMap::destroy()
         curr = next;
       }
     }
-    ob_free(buckets_);
+    allocator_.free(buckets_);
     total_cnt_ = 0;
   }
 }
@@ -40,7 +40,7 @@ int ObTxDataHashMap::init()
 {
   int ret = OB_SUCCESS;
   const int64_t alloc_size = BUCKETS_CNT * sizeof(ObTxDataHashHeader);
-  void *ptr = ob_malloc(alloc_size);
+  void *ptr = allocator_.alloc(alloc_size);
   if (OB_ISNULL(ptr)) {
     ret = OB_ALLOCATE_MEMORY_FAILED;
     STORAGE_LOG(WARN, "allocate memory failed when init tx data hash map", KR(ret), K(alloc_size), K(BUCKETS_CNT));
diff --git a/src/storage/tx_table/ob_tx_data_hash_map.h b/src/storage/tx_table/ob_tx_data_hash_map.h
index 49f02047e..1bd602c29 100644
--- a/src/storage/tx_table/ob_tx_data_hash_map.h
+++ b/src/storage/tx_table/ob_tx_data_hash_map.h
@@ -34,10 +34,17 @@ class ObTxDataHashMap {
 private:
   static const int64_t MAX_CONCURRENCY = 32;
   static const int64_t MAX_CONCURRENCY_MASK = MAX_CONCURRENCY - 1;
+public:
+  static const int64_t MIN_BUCKETS_CNT = 65536; /* 1 << 16 (MOD_MASK = 0xFFFF) 1MB */
+  static const int64_t DEFAULT_BUCKETS_CNT = 1048576; /* 1 << 20 (MOD_MASK = 0xFFFFF) 16MB */
+  static const int64_t MAX_BUCKETS_CNT = 16777216; /* 1 << 24 (MOD_MASK = 0xFFFFFF) 256MB */
+  static constexpr double LOAD_FACTORY_MAX_LIMIT = 0.7;
+  static constexpr double LOAD_FACTORY_MIN_LIMIT = 0.2;
 
 public:
-  ObTxDataHashMap(const uint64_t buckets_cnt)
-      : BUCKETS_CNT(buckets_cnt),
+  ObTxDataHashMap(ObIAllocator &allocator, const uint64_t buckets_cnt)
+      : allocator_(allocator),
+        BUCKETS_CNT(buckets_cnt),
         BUCKETS_MOD_MASK(buckets_cnt - 1),
         buckets_(nullptr),
         total_cnt_(0) {}
@@ -67,7 +74,16 @@ public:
     return ATOMIC_LOAD(&total_cnt_);
   }
 
-private:
+  OB_INLINE double load_factory() const
+  {
+    if (BUCKETS_CNT <= 0) {
+      return 0;
+    } else {
+      return double(total_cnt_) / double(BUCKETS_CNT);
+    }
+  }
+
+public:
   struct ObTxDataHashHeader {
     ObTxData *next_;
     ObTxData *hot_cache_val_;
@@ -86,6 +102,7 @@ private:
   };
 
 private:
+  ObIAllocator &allocator_;
   const int64_t BUCKETS_CNT;
   const int64_t BUCKETS_MOD_MASK;
   ObTxDataHashHeader *buckets_;
diff --git a/src/storage/tx_table/ob_tx_data_memtable.cpp b/src/storage/tx_table/ob_tx_data_memtable.cpp
index d266eabc0..f3c0e2cd7 100644
--- a/src/storage/tx_table/ob_tx_data_memtable.cpp
+++ b/src/storage/tx_table/ob_tx_data_memtable.cpp
@@ -37,7 +37,8 @@ int64_t ObTxDataMemtable::PERIODICAL_SELECT_INTERVAL_NS = 1000LL * 1000LL * 1000
 
 int ObTxDataMemtable::init(const ObITable::TableKey &table_key,
                            SliceAllocator *slice_allocator,
-                           ObTxDataMemtableMgr *memtable_mgr)
+                           ObTxDataMemtableMgr *memtable_mgr,
+                           const int64_t buckets_cnt)
 {
   int ret = OB_SUCCESS;
 
@@ -50,7 +51,7 @@ int ObTxDataMemtable::init(const ObITable::TableKey &table_key,
   } else if (OB_FAIL(ObITable::init(table_key))) {
     STORAGE_LOG(WARN, "ObITable::init fail", KR(ret), K(table_key), KPC(memtable_mgr));
   } else if (FALSE_IT(init_arena_allocator_())) {
-  } else if (OB_FAIL(init_tx_data_map_())) {
+  } else if (OB_FAIL(init_tx_data_map_(buckets_cnt))) {
     STORAGE_LOG(WARN, "init tx data map failed.", KR(ret), K(table_key), KPC(memtable_mgr));
   } else if (OB_FAIL(buf_.reserve(common::OB_MAX_VARCHAR_LENGTH))) {
     STORAGE_LOG(WARN, "reserve space for tx data memtable failed.", KR(ret), K(table_key), KPC(memtable_mgr));
@@ -81,7 +82,7 @@ int ObTxDataMemtable::init(const ObITable::TableKey &table_key,
   return ret;
 }
 
-int ObTxDataMemtable::init_tx_data_map_()
+int ObTxDataMemtable::init_tx_data_map_(const int64_t buckets_cnt)
 {
   int ret = OB_SUCCESS;
 
@@ -90,7 +91,13 @@ int ObTxDataMemtable::init_tx_data_map_()
     ret = OB_ALLOCATE_MEMORY_FAILED;
     STORAGE_LOG(WARN, "allocate memory of tx_data_map_ failed", KR(ret));
   } else {
-    tx_data_map_ = new (data_map_ptr) TxDataMap(1 << 20/*2097152*/);
+    int64_t real_buckets_cnt = buckets_cnt;
+    if (real_buckets_cnt < ObTxDataHashMap::MIN_BUCKETS_CNT) {
+      real_buckets_cnt = ObTxDataHashMap::MIN_BUCKETS_CNT;
+    } else if (real_buckets_cnt > ObTxDataHashMap::MAX_BUCKETS_CNT) {
+      real_buckets_cnt = ObTxDataHashMap::MAX_BUCKETS_CNT;
+    }
+    tx_data_map_ = new (data_map_ptr) TxDataMap(arena_allocator_, real_buckets_cnt);
     if (OB_FAIL(tx_data_map_->init())) {
       STORAGE_LOG(WARN, "tx_data_map_ init failed", KR(ret));
     }
@@ -102,8 +109,8 @@ void ObTxDataMemtable::init_arena_allocator_()
 {
   ObMemAttr attr;
   attr.tenant_id_ = MTL_ID();
-  attr.label_ = "TX_DATA_TABLE";
-  attr.ctx_id_ = ObCtxIds::DEFAULT_CTX_ID;
+  attr.label_ = "MEMTABLE_ARENA";
+  attr.ctx_id_ = ObCtxIds::TX_DATA_TABLE;
   arena_allocator_.set_attr(attr);
 }
 
@@ -1139,7 +1146,7 @@ void ObTxDataMemtable::TEST_reset_tx_data_map_()
 {
   int ret = OB_SUCCESS;
   tx_data_map_ = nullptr;
-  init_tx_data_map_();
+  init_tx_data_map_(ObTxDataHashMap::DEFAULT_BUCKETS_CNT);
 }
 
 
diff --git a/src/storage/tx_table/ob_tx_data_memtable.h b/src/storage/tx_table/ob_tx_data_memtable.h
index be17d51a0..4a5f93e4b 100644
--- a/src/storage/tx_table/ob_tx_data_memtable.h
+++ b/src/storage/tx_table/ob_tx_data_memtable.h
@@ -144,7 +144,8 @@ public:  // ObTxDataMemtable
   void reset();
   int init(const ObITable::TableKey &table_key,
            SliceAllocator *slice_allocator,
-           ObTxDataMemtableMgr *memtable_mgr);
+           ObTxDataMemtableMgr *memtable_mgr,
+           const int64_t buckets_cnt);
 
   /**
    * @brief Insert the tx data into this tx data memtable
@@ -257,6 +258,7 @@ public: /* derived from ObIMemtable */
   virtual int64_t get_occupied_size() const
   {
     int64_t res = 0;
+    res += (get_buckets_cnt() * sizeof(ObTxDataHashMap::ObTxDataHashHeader));
     for (int i = 0; i < MAX_TX_DATA_TABLE_CONCURRENCY; i++) {
       res += occupied_size_[i];
     }
@@ -317,6 +319,7 @@ public:  // getter && setter
   int64_t inc_write_ref() { return ATOMIC_AAF(&write_ref_, 1); }
   int64_t dec_write_ref() { return ATOMIC_AAF(&write_ref_, -1); }
   int64_t get_write_ref() const override { return ATOMIC_LOAD(&write_ref_); }
+  int64_t get_buckets_cnt() const { return tx_data_map_->get_buckets_cnt(); }
   ObTxDataMemtable::State get_state() { return state_; }
   ObTxDataLinkNode *get_sorted_list_head() { return &sort_list_head_; }
   const char* get_state_string();
@@ -356,6 +359,7 @@ public:  // getter && setter
 
   share::SCN get_end_scn() { return key_.scn_range_.end_scn_;}
 
+  double load_factory() { return OB_ISNULL(tx_data_map_) ? 0 : tx_data_map_->load_factory(); }
 
 private:  // ObTxDataMemtable
   void atomic_update_(ObTxData *tx_data);
@@ -367,7 +371,7 @@ private:  // ObTxDataMemtable
 
   int construct_list_for_sort_();
 
-  int init_tx_data_map_();
+  int init_tx_data_map_(const int64_t buckets_cnt);
 
   int pre_process_commit_version_row_(ObTxData *fake_tx_data);
 
diff --git a/src/storage/tx_table/ob_tx_data_memtable_mgr.cpp b/src/storage/tx_table/ob_tx_data_memtable_mgr.cpp
index b21e76a6c..9949b22a4 100755
--- a/src/storage/tx_table/ob_tx_data_memtable_mgr.cpp
+++ b/src/storage/tx_table/ob_tx_data_memtable_mgr.cpp
@@ -140,17 +140,18 @@ int ObTxDataMemtableMgr::create_memtable(const SCN clog_checkpoint_scn,
     STORAGE_LOG(WARN, "slice_allocator_ has not been set.");
   } else {
     MemMgrWLockGuard lock_guard(lock_);
-    if (OB_FAIL(create_memtable_(clog_checkpoint_scn, schema_version))) {
+    if (OB_FAIL(create_memtable_(clog_checkpoint_scn, schema_version, ObTxDataHashMap::DEFAULT_BUCKETS_CNT))) {
       STORAGE_LOG(WARN, "create memtable fail.", KR(ret));
     } else {
       // create memtable success
     }
   }
-
   return ret;
 }
 
-int ObTxDataMemtableMgr::create_memtable_(const SCN clog_checkpoint_scn, int64_t schema_version)
+int ObTxDataMemtableMgr::create_memtable_(const SCN clog_checkpoint_scn,
+                                          int64_t schema_version,
+                                          const int64_t buckets_cnt)
 {
   UNUSED(schema_version);
   int ret = OB_SUCCESS;
@@ -172,7 +173,7 @@ int ObTxDataMemtableMgr::create_memtable_(const SCN clog_checkpoint_scn, int64_t
   } else if (OB_ISNULL(tx_data_memtable)) {
     ret = OB_ERR_UNEXPECTED;
     STORAGE_LOG(ERROR, "dynamic cast failed", KR(ret), KPC(this));
-  } else if (OB_FAIL(tx_data_memtable->init(table_key, slice_allocator_, this))) {
+  } else if (OB_FAIL(tx_data_memtable->init(table_key, slice_allocator_, this, buckets_cnt))) {
     STORAGE_LOG(WARN, "memtable init fail.", KR(ret), KPC(tx_data_memtable));
   } else if (OB_FAIL(add_memtable_(handle))) {
     STORAGE_LOG(WARN, "add memtable fail.", KR(ret));
@@ -220,6 +221,7 @@ int ObTxDataMemtableMgr::freeze_()
   int64_t pre_memtable_tail = memtable_tail_;
   SCN clog_checkpoint_scn = SCN::base_scn();
   int64_t schema_version = 1;
+  int64_t new_buckets_cnt = ObTxDataHashMap::DEFAULT_BUCKETS_CNT;
 
   // FIXME : @gengli remove this condition after upper_trans_version is not needed
   if (get_memtable_count_() >= MAX_TX_DATA_MEMTABLE_CNT) {
@@ -238,8 +240,22 @@ int ObTxDataMemtableMgr::freeze_()
   } else if (0 == freeze_memtable->get_tx_data_count()) {
     ret = OB_STATE_NOT_MATCH;
     STORAGE_LOG(WARN, "tx data memtable is empty. do not need freeze.", KR(ret), KPC(freeze_memtable));
-  } else if (OB_FAIL(create_memtable_(clog_checkpoint_scn, schema_version))) {
-    STORAGE_LOG(WARN, "create memtable fail.", KR(ret), K(clog_checkpoint_scn), K(schema_version));
+  } else if (OB_FAIL(calc_new_memtable_buckets_cnt_(
+                 freeze_memtable->load_factory(), freeze_memtable->get_buckets_cnt(), new_buckets_cnt))) {
+    STORAGE_LOG(WARN,
+                "calculate new memtable buckets cnt failed",
+                KR(ret),
+                "load_factory", freeze_memtable->load_factory(),
+                "old_buckets_cnt", freeze_memtable->get_buckets_cnt(),
+                K(new_buckets_cnt));
+  } else if (OB_FAIL(create_memtable_(clog_checkpoint_scn, schema_version, new_buckets_cnt))) {
+    STORAGE_LOG(WARN,
+                "create memtable fail.",
+                KR(ret),
+                K(clog_checkpoint_scn),
+                K(schema_version),
+                "old_buckets_cnt", freeze_memtable->get_buckets_cnt(),
+                K(new_buckets_cnt));
   } else {
     ObTxDataMemtable *new_memtable = static_cast<ObTxDataMemtable *>(tables_[get_memtable_idx(memtable_tail_ - 1)]);
     if (OB_ISNULL(new_memtable) && OB_UNLIKELY(new_memtable->is_tx_data_memtable())) {
@@ -277,6 +293,41 @@ int ObTxDataMemtableMgr::freeze_()
   return ret;
 }
 
+int ObTxDataMemtableMgr::calc_new_memtable_buckets_cnt_(const double load_factory,
+                                                        const int64_t old_buckets_cnt,
+                                                        int64_t &new_buckets_cnt)
+{
+  // acquire the max memory which tx data memtable buckets can use
+  int64_t remain_memory = lib::get_tenant_memory_remain(MTL_ID());
+  int64_t buckets_size_limit = remain_memory >> 4; /* remain_memory * (1/16) */
+
+  int64_t expect_buckets_cnt = old_buckets_cnt;
+  if (load_factory > ObTxDataHashMap::LOAD_FACTORY_MAX_LIMIT &&
+      expect_buckets_cnt < ObTxDataHashMap::MAX_BUCKETS_CNT) {
+    expect_buckets_cnt <<= 1;
+  } else if (load_factory < ObTxDataHashMap::LOAD_FACTORY_MIN_LIMIT &&
+             expect_buckets_cnt > ObTxDataHashMap::MIN_BUCKETS_CNT) {
+    expect_buckets_cnt >>= 1;
+  }
+
+  int64_t expect_buckets_size = expect_buckets_cnt * sizeof(ObTxDataHashMap::ObTxDataHashHeader);
+
+  while (expect_buckets_size > buckets_size_limit && expect_buckets_cnt > ObTxDataHashMap::MIN_BUCKETS_CNT) {
+    expect_buckets_cnt >>= 1;
+    expect_buckets_size = expect_buckets_cnt * sizeof(ObTxDataHashMap::ObTxDataHashHeader);
+  }
+
+  new_buckets_cnt = expect_buckets_cnt;
+  STORAGE_LOG(INFO,
+              "finish calculate new tx data memtable buckets cnt",
+              K(ls_id_),
+              K(load_factory),
+              K(old_buckets_cnt),
+              K(new_buckets_cnt),
+              K(remain_memory));
+  return OB_SUCCESS;
+}
+
 int ObTxDataMemtableMgr::get_active_memtable(ObTableHandleV2 &handle) const
 {
   int ret = OB_SUCCESS;
diff --git a/src/storage/tx_table/ob_tx_data_memtable_mgr.h b/src/storage/tx_table/ob_tx_data_memtable_mgr.h
index 33c072ff0..7c5f038b6 100644
--- a/src/storage/tx_table/ob_tx_data_memtable_mgr.h
+++ b/src/storage/tx_table/ob_tx_data_memtable_mgr.h
@@ -121,9 +121,14 @@ protected:
                                      const bool force);
 
 private:  // ObTxDataMemtableMgr
-  int create_memtable_(const share::SCN clog_checkpoint_scn, const int64_t schema_version);
+  int create_memtable_(const share::SCN clog_checkpoint_scn,
+                       const int64_t schema_version,
+                       const int64_t buckets_cnt);
 
   int freeze_();
+  int calc_new_memtable_buckets_cnt_(const double load_factory,
+                                     const int64_t old_buckests_cnt,
+                                     int64_t &new_buckest_cnt);
 
   int get_all_memtables_(ObTableHdlArray &handles);
 
diff --git a/src/storage/tx_table/ob_tx_data_table.cpp b/src/storage/tx_table/ob_tx_data_table.cpp
index 556826b4f..e7ec59ccc 100644
--- a/src/storage/tx_table/ob_tx_data_table.cpp
+++ b/src/storage/tx_table/ob_tx_data_table.cpp
@@ -43,21 +43,17 @@ int ObTxDataTable::init(ObLS *ls, ObTxCtxTable *tx_ctx_table)
   STATIC_ASSERT(sizeof(ObUndoAction) == UNDO_ACTION_SZIE, "Size of ObUndoAction Overflow.");
   STATIC_ASSERT(sizeof(ObUndoStatusNode) <= TX_DATA_SLICE_SIZE, "Size of ObUndoStatusNode Overflow");
 
-  ObMemAttr mem_attr;
-  mem_attr.label_ = "TX_DATA_TABLE";
-  mem_attr.tenant_id_ = MTL_ID();
-  mem_attr.ctx_id_ = ObCtxIds::DEFAULT_CTX_ID;
   ObMemtableMgrHandle memtable_mgr_handle;
   if (OB_ISNULL(ls) || OB_ISNULL(tx_ctx_table)) {
     ret = OB_ERR_NULL_VALUE;
     STORAGE_LOG(WARN, "ls tablet service or tx ctx table is nullptr", KR(ret));
-  } else if (OB_FAIL(slice_allocator_.init(TX_DATA_SLICE_SIZE, OB_MALLOC_NORMAL_BLOCK_SIZE,
-                                           common::default_blk_alloc, mem_attr))) {
+  } else if (OB_FAIL(init_slice_allocator_())) {
     STORAGE_LOG(ERROR, "slice_allocator_ init fail");
   } else if (FALSE_IT(ls_tablet_svr_ = ls->get_tablet_svr())) {
   } else if (OB_FAIL(ls_tablet_svr_->get_tx_data_memtable_mgr(memtable_mgr_handle))) {
     STORAGE_LOG(WARN, "get tx data memtable mgr fail.", KR(ret), K(tablet_id_));
-  } else if (FALSE_IT(arena_allocator_.set_attr(mem_attr))) {
+  } else if (OB_FAIL(init_arena_allocator_())) {
+    STORAGE_LOG(ERROR, "slice_allocator_ init fail");
   } else if (OB_FAIL(init_tx_data_read_schema_())) {
     STORAGE_LOG(WARN, "init tx data read ctx failed.", KR(ret), K(tablet_id_));
   } else {
@@ -75,6 +71,27 @@ int ObTxDataTable::init(ObLS *ls, ObTxCtxTable *tx_ctx_table)
   return ret;
 }
 
+int ObTxDataTable::init_slice_allocator_()
+{
+  int ret = OB_SUCCESS;
+  ObMemAttr mem_attr;
+  mem_attr.label_ = "TX_DATA_SLICE";
+  mem_attr.tenant_id_ = MTL_ID();
+  mem_attr.ctx_id_ = ObCtxIds::TX_DATA_TABLE;
+  ret = slice_allocator_.init(TX_DATA_SLICE_SIZE, OB_MALLOC_NORMAL_BLOCK_SIZE, common::default_blk_alloc, mem_attr);
+  return ret;
+}
+
+int ObTxDataTable::init_arena_allocator_()
+{
+  ObMemAttr mem_attr;
+  mem_attr.label_ = "TX_DATA_ARENA";
+  mem_attr.tenant_id_ = MTL_ID();
+  mem_attr.ctx_id_ = ObCtxIds::TX_DATA_TABLE;
+  arena_allocator_.set_attr(mem_attr);
+  return OB_SUCCESS;
+}
+
 int ObTxDataTable::init_tx_data_read_schema_()
 {
   int ret = OB_SUCCESS;
diff --git a/src/storage/tx_table/ob_tx_data_table.h b/src/storage/tx_table/ob_tx_data_table.h
index 347b64df8..255ae3963 100644
--- a/src/storage/tx_table/ob_tx_data_table.h
+++ b/src/storage/tx_table/ob_tx_data_table.h
@@ -107,10 +107,10 @@ public:
   // cache cleaning task will delete at least 11w tx data.
   static const int64_t DEFAULT_CACHE_RETAINED_TIME = 100_ms; // 100ms
 
-  // The tx data memtable cannot freeze it self if its memory use is less than 1%
+  // The tx data memtable do not need freeze it self if its memory use is less than 1%
   static constexpr double TX_DATA_FREEZE_TRIGGER_MIN_PERCENTAGE = 1;
 
-  // The tx data memtable will trigger a freeze if its memory use is more than 5%
+  // The tx data memtable will trigger a freeze if its memory use is more than 10%
   static constexpr double TX_DATA_FREEZE_TRIGGER_MAX_PERCENTAGE = 5;
 
   enum COLUMN_ID_LIST
@@ -248,8 +248,13 @@ private:
 
   int get_ls_min_end_scn_in_latest_tablets_(share::SCN &min_end_ts);
 
+  int init_slice_allocator_();
+
+  int init_arena_allocator_();
+
   int init_sstable_cache_();
 
+
   int register_clean_cache_task_();
 
   int check_tx_data_in_memtable_(const transaction::ObTransID tx_id, ObITxDataCheckFunctor &fn);
diff --git a/unittest/storage/tx/mock_utils/basic_fake_define.h b/unittest/storage/tx/mock_utils/basic_fake_define.h
index 0ce56d896..4341c3b4c 100644
--- a/unittest/storage/tx/mock_utils/basic_fake_define.h
+++ b/unittest/storage/tx/mock_utils/basic_fake_define.h
@@ -36,7 +36,7 @@ namespace transaction {
 
 class ObFakeTxDataTable : public ObTxDataTable {
 public:
-  ObFakeTxDataTable() : map_(1 << 20 /*2097152*/)
+  ObFakeTxDataTable() : arena_allocator_(), map_(arena_allocator_, 1 << 20 /*2097152*/)
   {
     IGNORE_RETURN map_.init();
     ObMemAttr mem_attr;
@@ -109,6 +109,7 @@ public:
     if (OB_ENTRY_NOT_EXIST == ret) { ret = OB_TRANS_CTX_NOT_EXIST; }
     return ret;
   }
+  ObArenaAllocator arena_allocator_;
   ObTxDataHashMap map_;
 };