diff --git a/cpp/src/common/constants.h b/cpp/src/common/constants.h
index b1c00cf1..0cba9d72 100644
--- a/cpp/src/common/constants.h
+++ b/cpp/src/common/constants.h
@@ -4,9 +4,10 @@ namespace milvus_storage {
 
 const int kReadBatchSize = 1024;
 
-const std::string kManifestTempFileName = "manifest.tmp";
-const std::string kManifestFileName = "manifest";
+const std::string kManifestTempFileSuffix = ".manifest.tmp";
+const std::string kManifestFileSuffix = "manifest";
+const std::string kManifestsDir = "versions";
 const std::string kParquetDataFileSuffix = ".parquet";
 const std::string kOffsetFieldName = "__offset";
 
-}  // namespace milvus_storage
\ No newline at end of file
+}  // namespace milvus_storage
diff --git a/cpp/src/common/utils.cpp b/cpp/src/common/utils.cpp
index b3aba1d9..d0374127 100644
--- a/cpp/src/common/utils.cpp
+++ b/cpp/src/common/utils.cpp
@@ -9,6 +9,7 @@
 #include <string>
 #include "constants.h"
 #include "macro.h"
+#include "arrow/filesystem/path_util.h"
 namespace milvus_storage {
 
 Result<schema_proto::LogicType> ToProtobufType(arrow::Type::type type) {
@@ -225,9 +226,15 @@ std::string GetNewParquetFilePath(const std::string& path) {
   return path + boost::uuids::to_string(scalar_file_id) + kParquetDataFileSuffix;
 }
 
-std::string GetManifestFilePath(const std::string& path) { return path + kManifestFileName; }
+std::string GetManifestFilePath(const std::string& path, const int64_t version) {
+  return arrow::fs::internal::JoinAbstractPath(
+      std::vector<std::string>{path, kManifestsDir, std::to_string(version) + kManifestFileSuffix});
+}
 
-std::string GetManifestTmpFilePath(const std::string& path) { return path + kManifestTempFileName; }
+std::string GetManifestTmpFilePath(const std::string& path, const int64_t version) {
+  return arrow::fs::internal::JoinAbstractPath(
+      std::vector<std::string>{path, kManifestsDir, std::to_string(version) + kManifestTempFileSuffix});
+}
 
 Result<std::shared_ptr<arrow::Schema>> ProjectSchema(std::shared_ptr<arrow::Schema> schema,
                                                      std::vector<std::string> columns) {
diff --git a/cpp/src/common/utils.h b/cpp/src/common/utils.h
index 30b23c98..4a3cd3b4 100644
--- a/cpp/src/common/utils.h
+++ b/cpp/src/common/utils.h
@@ -13,9 +13,9 @@ Result<std::shared_ptr<arrow::Schema>> FromProtobufSchema(const schema_proto::Ar
 
 std::string GetNewParquetFilePath(const std::string& path);
 
-std::string GetManifestFilePath(const std::string& path);
+std::string GetManifestFilePath(const std::string& path, int64_t version);
 
-std::string GetManifestTmpFilePath(const std::string& path);
+std::string GetManifestTmpFilePath(const std::string& path, int64_t version);
 
 Result<std::shared_ptr<arrow::Schema>> ProjectSchema(std::shared_ptr<arrow::Schema> schema,
                                                      std::vector<std::string> columns);
diff --git a/cpp/src/storage/space.cpp b/cpp/src/storage/space.cpp
index 6e9c3611..aa0d0d10 100644
--- a/cpp/src/storage/space.cpp
+++ b/cpp/src/storage/space.cpp
@@ -1,6 +1,7 @@
 
 #include <algorithm>
 #include <memory>
+#include <mutex>
 #include <numeric>
 
 #include "arrow/array/builder_primitive.h"
@@ -113,6 +114,7 @@ Status Space::Write(arrow::RecordBatchReader* reader, WriteOption* option) {
     vector_writer = nullptr;
   }
 
+  std::lock_guard<std::mutex> lock(mutex_);
   auto copied = new Manifest(*manifest_);
   auto old_version = manifest_->version();
   scalar_fragment.set_id(old_version + 1);
@@ -121,8 +123,8 @@ Status Space::Write(arrow::RecordBatchReader* reader, WriteOption* option) {
   copied->add_scalar_fragment(std::move(scalar_fragment));
   copied->add_vector_fragment(std::move(vector_fragment));
   RETURN_NOT_OK(SafeSaveManifest(copied));
-
   manifest_.reset(copied);
+
   return Status::OK();
 }
 
@@ -153,6 +155,7 @@ Status Space::Delete(arrow::RecordBatchReader* reader) {
 
   if (writer) {
     writer->Close();
+    std::lock_guard<std::mutex> lock(mutex_);
     auto old_version = manifest_->version();
     auto copied = new Manifest(*manifest_);
     fragment.add_file(delete_file);
@@ -175,8 +178,8 @@ std::unique_ptr<arrow::RecordBatchReader> Space::Read(std::shared_ptr<ReadOption
 }
 
 Status Space::SafeSaveManifest(const Manifest* manifest) {
-  auto tmp_manifest_file_path = GetManifestTmpFilePath(UriToPath(manifest->space_options()->uri));
-  auto manifest_file_path = GetManifestFilePath(UriToPath(manifest->space_options()->uri));
+  auto tmp_manifest_file_path = GetManifestTmpFilePath(UriToPath(manifest->space_options()->uri), manifest->version());
+  auto manifest_file_path = GetManifestFilePath(UriToPath(manifest->space_options()->uri), manifest->version());
 
   ASSIGN_OR_RETURN_ARROW_NOT_OK(auto output, fs_->OpenOutputStream(tmp_manifest_file_path));
   Manifest::WriteManifestFile(manifest, output.get());
diff --git a/cpp/src/storage/space.h b/cpp/src/storage/space.h
index b4429c3e..5d4f8ad0 100644
--- a/cpp/src/storage/space.h
+++ b/cpp/src/storage/space.h
@@ -1,4 +1,5 @@
 #pragma once
+#include <mutex>
 #include "arrow/filesystem/filesystem.h"
 
 #include "storage/manifest.h"
@@ -21,10 +22,11 @@ class Space {
 
   Status Delete(arrow::RecordBatchReader* reader);
 
-  static std::unique_ptr<Space> Open(std::shared_ptr<arrow::fs::FileSystem> fs, std::string path);
-
-  static std::unique_ptr<Space> Open();
+  // Open opened a existed space. It will return a error in status if a space is not existed in path. If version is
+  // specified, it will restore to the state at this version. If not, it will choose the latest version.
+  static std::unique_ptr<Space> Open(std::shared_ptr<arrow::fs::FileSystem> fs, std::string path, int64_t version = -1);
 
+  // Create created a new space. If there is already a space, a error will be returned.
   static std::unique_ptr<Space> Create();
 
   private:
@@ -38,6 +40,8 @@ class Space {
   std::shared_ptr<Manifest> manifest_;
   std::shared_ptr<Options> options_;
 
+  std::mutex mutex_;
+
   friend FilterQueryRecordReader;
   friend RecordReader;
 };