diff --git a/internal/core/src/storage/DiskFileManagerImpl.cpp b/internal/core/src/storage/DiskFileManagerImpl.cpp
index 9b51b0321f..61d090bcc7 100644
--- a/internal/core/src/storage/DiskFileManagerImpl.cpp
+++ b/internal/core/src/storage/DiskFileManagerImpl.cpp
@@ -14,16 +14,22 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include <sys/fcntl.h>
 #include <algorithm>
 #include <boost/filesystem.hpp>
 #include <mutex>
 #include <utility>
 
 #include "common/Common.h"
+#include "common/Consts.h"
+#include "common/EasyAssert.h"
+#include "common/File.h"
 #include "common/Slice.h"
 #include "log/Log.h"
 
 #include "storage/DiskFileManagerImpl.h"
+#include "storage/FieldData.h"
+#include "storage/FieldDataInterface.h"
 #include "storage/FileManager.h"
 #include "storage/IndexData.h"
 #include "storage/LocalChunkManagerSingleton.h"
@@ -120,6 +126,7 @@ DiskFileManagerImpl::AddBatchIndexFiles(
     auto& pool = ThreadPools::GetThreadPool(milvus::ThreadPoolPriority::HIGH);
 
     std::vector<std::future<std::shared_ptr<uint8_t[]>>> futures;
+    futures.reserve(remote_file_sizes.size());
     AssertInfo(local_file_offsets.size() == remote_files.size(),
                "inconsistent size of offset slices with file slices");
     AssertInfo(remote_files.size() == remote_file_sizes.size(),
@@ -167,7 +174,7 @@ DiskFileManagerImpl::CacheIndexToDisk(
 
     std::map<std::string, std::vector<int>> index_slices;
     for (auto& file_path : remote_files) {
-        auto pos = file_path.find_last_of("_");
+        auto pos = file_path.find_last_of('_');
         index_slices[file_path.substr(0, pos)].emplace_back(
             std::stoi(file_path.substr(pos + 1)));
     }
@@ -176,39 +183,30 @@ DiskFileManagerImpl::CacheIndexToDisk(
         std::sort(slices.second.begin(), slices.second.end());
     }
 
-    auto EstimateParallelDegree = [&](const std::string& file) -> uint64_t {
-        auto fileSize = rcm_->Size(file);
-        return uint64_t(DEFAULT_FIELD_MAX_MEMORY_LIMIT / fileSize);
-    };
-
     for (auto& slices : index_slices) {
         auto prefix = slices.first;
         auto local_index_file_name =
             GetLocalIndexObjectPrefix() +
             prefix.substr(prefix.find_last_of('/') + 1);
         local_chunk_manager->CreateFile(local_index_file_name);
-        int64_t offset = 0;
+        auto file =
+            File::Open(local_index_file_name, O_CREAT | O_RDWR | O_TRUNC);
+
+        // Get the remote files
         std::vector<std::string> batch_remote_files;
-        uint64_t max_parallel_degree = INT_MAX;
+        batch_remote_files.reserve(slices.second.size());
         for (int& iter : slices.second) {
-            if (batch_remote_files.size() == max_parallel_degree) {
-                auto next_offset = CacheBatchIndexFilesToDisk(
-                    batch_remote_files, local_index_file_name, offset);
-                offset = next_offset;
-                batch_remote_files.clear();
-            }
             auto origin_file = prefix + "_" + std::to_string(iter);
-            if (batch_remote_files.size() == 0) {
-                // Use first file size as average size to estimate
-                max_parallel_degree = EstimateParallelDegree(origin_file);
-            }
             batch_remote_files.push_back(origin_file);
         }
-        if (batch_remote_files.size() > 0) {
-            auto next_offset = CacheBatchIndexFilesToDisk(
-                batch_remote_files, local_index_file_name, offset);
-            offset = next_offset;
-            batch_remote_files.clear();
+
+        auto index_chunks = GetObjectData(rcm_.get(), batch_remote_files);
+        for (auto& chunk : index_chunks) {
+            auto index_data = chunk.get()->GetFieldData();
+            auto index_size = index_data->Size();
+            auto chunk_data = reinterpret_cast<uint8_t*>(
+                const_cast<void*>(index_data->Data()));
+            file.Write(chunk_data, index_size);
         }
         local_paths_.emplace_back(local_index_file_name);
     }