diff --git a/src/common/port.h b/src/common/port.h
new file mode 100644
index 00000000000..023e75447f1
--- /dev/null
+++ b/src/common/port.h
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ *
+ */
+
+#pragma once
+
+#if defined(__sparc__) || defined(__arm__)
+#define USE_ALIGNED_ACCESS
+#endif
+
+#if defined(__s390__)
+#if defined(__GNUC__) && __GNUC__ < 7
+constexpr size_t CACHE_LINE_SIZE = 64U;
+#else
+constexpr size_t CACHE_LINE_SIZE = 256U;
+#endif
+#elif defined(__powerpc__) || defined(__aarch64__)
+constexpr size_t CACHE_LINE_SIZE = 128U;
+#else
+constexpr size_t CACHE_LINE_SIZE = 64U;
+#endif
diff --git a/src/storage/storage.cc b/src/storage/storage.cc
index 56cda4aede7..94a6e64da8d 100644
--- a/src/storage/storage.cc
+++ b/src/storage/storage.cc
@@ -75,7 +75,11 @@ const int64_t kIORateLimitMaxMb = 1024000;
 using rocksdb::Slice;
 
 Storage::Storage(Config *config)
-    : backup_creating_time_(util::GetTimeStamp()), env_(rocksdb::Env::Default()), config_(config), lock_mgr_(16) {
+    : backup_creating_time_(util::GetTimeStamp()),
+      env_(rocksdb::Env::Default()),
+      config_(config),
+      lock_mgr_(16),
+      db_stats_(std::make_unique<DBStats>()) {
   Metadata::InitVersionCounter();
   SetWriteOptions(config->rocks_db.write_options);
 }
@@ -707,16 +711,16 @@ Status Storage::ApplyWriteBatch(const rocksdb::WriteOptions &options, std::strin
 void Storage::RecordStat(StatType type, uint64_t v) {
   switch (type) {
     case StatType::FlushCount:
-      db_stats_.flush_count += v;
+      db_stats_->flush_count.fetch_add(v, std::memory_order_relaxed);
       break;
     case StatType::CompactionCount:
-      db_stats_.compaction_count += v;
+      db_stats_->compaction_count.fetch_add(v, std::memory_order_relaxed);
       break;
     case StatType::KeyspaceHits:
-      db_stats_.keyspace_hits += v;
+      db_stats_->keyspace_hits.fetch_add(v, std::memory_order_relaxed);
       break;
     case StatType::KeyspaceMisses:
-      db_stats_.keyspace_misses += v;
+      db_stats_->keyspace_misses.fetch_add(v, std::memory_order_relaxed);
       break;
   }
 }
diff --git a/src/storage/storage.h b/src/storage/storage.h
index e36e77bdb46..3627ad6441e 100644
--- a/src/storage/storage.h
+++ b/src/storage/storage.h
@@ -36,6 +36,7 @@
 #include <utility>
 #include <vector>
 
+#include "common/port.h"
 #include "config/config.h"
 #include "lock_manager.h"
 #include "observer_or_unique.h"
@@ -107,7 +108,7 @@ inline const std::vector<CacheOption> CacheOptions = {
     {BlockCacheType::kCacheTypeHCC, "hcc", "kCacheTypeHCC"},
 };
 
-enum class StatType {
+enum class StatType : uint_fast8_t {
   CompactionCount,
   FlushCount,
   KeyspaceHits,
@@ -115,10 +116,10 @@ enum class StatType {
 };
 
 struct DBStats {
-  std::atomic<uint64_t> compaction_count = 0;
-  std::atomic<uint64_t> flush_count = 0;
-  std::atomic<uint64_t> keyspace_hits = 0;
-  std::atomic<uint64_t> keyspace_misses = 0;
+  alignas(CACHE_LINE_SIZE) std::atomic<uint_fast64_t> compaction_count = 0;
+  alignas(CACHE_LINE_SIZE) std::atomic<uint_fast64_t> flush_count = 0;
+  alignas(CACHE_LINE_SIZE) std::atomic<uint_fast64_t> keyspace_hits = 0;
+  alignas(CACHE_LINE_SIZE) std::atomic<uint_fast64_t> keyspace_misses = 0;
 };
 
 class Storage {
@@ -195,7 +196,7 @@ class Storage {
   bool IsSlotIdEncoded() const { return config_->slot_id_encoded; }
   Config *GetConfig() const { return config_; }
 
-  const DBStats *GetDBStats() const { return &db_stats_; }
+  const DBStats *GetDBStats() const { return db_stats_.get(); }
   void RecordStat(StatType type, uint64_t v);
 
   Status BeginTxn();
@@ -261,7 +262,7 @@ class Storage {
   LockManager lock_mgr_;
   std::atomic<bool> db_size_limit_reached_{false};
 
-  DBStats db_stats_;
+  std::unique_ptr<DBStats> db_stats_;
 
   std::shared_mutex db_rw_lock_;
   bool db_closing_ = true;
diff --git a/src/types/redis_bitmap.h b/src/types/redis_bitmap.h
index 9466593deb6..349982d8ce6 100644
--- a/src/types/redis_bitmap.h
+++ b/src/types/redis_bitmap.h
@@ -25,13 +25,10 @@
 #include <vector>
 
 #include "common/bitfield_util.h"
+#include "common/port.h"
 #include "storage/redis_db.h"
 #include "storage/redis_metadata.h"
 
-#if defined(__sparc__) || defined(__arm__)
-#define USE_ALIGNED_ACCESS
-#endif
-
 enum BitOpFlags {
   kBitOpAnd,
   kBitOpOr,