diff --git a/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp b/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp
index 0ae4eb70ad..0ab3f7ed54 100644
--- a/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp
+++ b/internal/core/src/segcore/ChunkedSegmentSealedImpl.cpp
@@ -285,6 +285,7 @@ ChunkedSegmentSealedImpl::load_column_group_data_internal(
         // warmup will be disabled only when all columns are not in load list
         bool merged_in_load_list = false;
         std::vector<FieldId> milvus_field_ids;
+        milvus_field_ids.reserve(field_id_list.size());
         for (int i = 0; i < field_id_list.size(); ++i) {
             milvus_field_ids.push_back(FieldId(field_id_list.Get(i)));
             merged_in_load_list = merged_in_load_list ||
diff --git a/internal/core/src/segcore/TimestampIndex.cpp b/internal/core/src/segcore/TimestampIndex.cpp
index a34752e8d1..1d713b6315 100644
--- a/internal/core/src/segcore/TimestampIndex.cpp
+++ b/internal/core/src/segcore/TimestampIndex.cpp
@@ -23,9 +23,11 @@ TimestampIndex::build_with(const Timestamp* timestamps, int64_t size) {
     auto num_slice = lengths_.size();
     Assert(num_slice > 0);
     std::vector<int64_t> prefix_sums;
+    prefix_sums.reserve(num_slice + 1);
     int offset = 0;
     prefix_sums.push_back(offset);
     std::vector<Timestamp> timestamp_barriers;
+    timestamp_barriers.reserve(num_slice + 1);
     Timestamp last_max_v = 0;
     for (int slice_id = 0; slice_id < num_slice; ++slice_id) {
         auto length = lengths_[slice_id];
diff --git a/internal/core/src/segcore/storagev2translator/GroupChunkTranslator.cpp b/internal/core/src/segcore/storagev2translator/GroupChunkTranslator.cpp
index 35724e83e8..d0557e347b 100644
--- a/internal/core/src/segcore/storagev2translator/GroupChunkTranslator.cpp
+++ b/internal/core/src/segcore/storagev2translator/GroupChunkTranslator.cpp
@@ -89,6 +89,7 @@ GroupChunkTranslator::GroupChunkTranslator(
                   .GetArrowFileSystem();
 
     // Get row group metadata from files
+    row_group_meta_list_.reserve(insert_files_.size());
     for (const auto& file : insert_files_) {
         auto reader = std::make_shared<milvus_storage::FileRowGroupReader>(
             fs,
@@ -110,11 +111,16 @@ GroupChunkTranslator::GroupChunkTranslator(
     file_row_group_prefix_sum_.reserve(row_group_meta_list_.size() + 1);
     file_row_group_prefix_sum_.push_back(
         0);  // Base case: 0 row groups before first file
+    size_t total_row_groups = 0;
     for (const auto& file_metas : row_group_meta_list_) {
+        total_row_groups += file_metas.size();
         file_row_group_prefix_sum_.push_back(file_row_group_prefix_sum_.back() +
                                              file_metas.size());
     }
 
+    meta_.num_rows_until_chunk_.reserve(total_row_groups + 1);
+    meta_.chunk_memory_size_.reserve(total_row_groups);
+
     meta_.num_rows_until_chunk_.push_back(0);
     for (const auto& row_group_meta : row_group_meta_list_) {
         for (int i = 0; i < row_group_meta.size(); ++i) {
diff --git a/internal/core/thirdparty/tantivy/tantivy-wrapper.h b/internal/core/thirdparty/tantivy/tantivy-wrapper.h
index d686ea4c7d..c3efab2c0d 100644
--- a/internal/core/thirdparty/tantivy/tantivy-wrapper.h
+++ b/internal/core/thirdparty/tantivy/tantivy-wrapper.h
@@ -355,6 +355,7 @@ struct TantivyIndexWrapper {
                         int64_t offset_begin) {
         assert(!finished_);
         std::vector<const char*> views;
+        views.reserve(len);
         for (uintptr_t i = 0; i < len; i++) {
             views.push_back(array[i].c_str());
         }
@@ -435,6 +436,7 @@ struct TantivyIndexWrapper {
 
         if constexpr (std::is_same_v<T, std::string>) {
             std::vector<const char*> views;
+            views.reserve(len);
             for (uintptr_t i = 0; i < len; i++) {
                 views.push_back(array[i].c_str());
             }
@@ -621,6 +623,7 @@ struct TantivyIndexWrapper {
 
         if constexpr (std::is_same_v<T, std::string>) {
             std::vector<const char*> views;
+            views.reserve(len);
             for (uintptr_t i = 0; i < len; i++) {
                 views.push_back(array[i].c_str());
             }
@@ -709,6 +712,7 @@ struct TantivyIndexWrapper {
                 } else {
                     // smaller integer should be converted first
                     std::vector<int64_t> buf(len);
+                    buf.reserve(len);
                     for (uintptr_t i = 0; i < len; ++i) {
                         buf[i] = static_cast<int64_t>(terms[i]);
                     }
@@ -726,6 +730,7 @@ struct TantivyIndexWrapper {
                         bitset);
                 } else {
                     std::vector<double> buf(len);
+                    buf.reserve(len);
                     for (uintptr_t i = 0; i < len; ++i) {
                         buf[i] = static_cast<double>(terms[i]);
                     }
@@ -736,6 +741,7 @@ struct TantivyIndexWrapper {
 
             if constexpr (std::is_same_v<T, std::string>) {
                 std::vector<const char*> views;
+                views.reserve(len);
                 for (uintptr_t i = 0; i < len; i++) {
                     views.push_back(terms[i].c_str());
                 }