diff --git a/internal/core/src/common/LoadInfo.h b/internal/core/src/common/LoadInfo.h
index f64b004525..e85e79f8c7 100644
--- a/internal/core/src/common/LoadInfo.h
+++ b/internal/core/src/common/LoadInfo.h
@@ -29,3 +29,9 @@ struct LoadFieldDataInfo {
     const void* blob = nullptr;
     int64_t row_count = -1;
 };
+
+struct LoadDeletedRecordInfo {
+    const void* timestamps = nullptr;
+    const void* primary_keys = nullptr;
+    int64_t row_count = -1;
+};
diff --git a/internal/core/src/common/type_c.h b/internal/core/src/common/type_c.h
index 6f6eace773..35912a5c63 100644
--- a/internal/core/src/common/type_c.h
+++ b/internal/core/src/common/type_c.h
@@ -47,6 +47,12 @@ typedef struct CLoadFieldDataInfo {
     int64_t row_count;
 } CLoadFieldDataInfo;
 
+typedef struct CLoadDeletedRecordInfo {
+    void* timestamps;
+    void* primary_keys;
+    int64_t row_count;
+} CLoadDeletedRecordInfo;
+
 typedef struct CProtoResult {
     CStatus status;
     CProto proto;
diff --git a/internal/core/src/segcore/DeletedRecord.h b/internal/core/src/segcore/DeletedRecord.h
index 7cb888a041..2c0b260312 100644
--- a/internal/core/src/segcore/DeletedRecord.h
+++ b/internal/core/src/segcore/DeletedRecord.h
@@ -60,6 +60,7 @@ struct DeletedRecord {
     AckResponder ack_responder_;
     ConcurrentVector<Timestamp> timestamps_;
     ConcurrentVector<idx_t> uids_;
+    int64_t record_size_ = 0;
 
  private:
     std::shared_ptr<TmpBitmap> lru_;
diff --git a/internal/core/src/segcore/ScalarIndex.cpp b/internal/core/src/segcore/ScalarIndex.cpp
index 4b4adc1815..830dc049b8 100644
--- a/internal/core/src/segcore/ScalarIndex.cpp
+++ b/internal/core/src/segcore/ScalarIndex.cpp
@@ -47,6 +47,33 @@ ScalarIndexVector::do_search_ids(const IdArray& ids) const {
     }
     return {std::move(res_ids), std::move(dst_offsets)};
 }
+
+std::pair<std::vector<idx_t>, std::vector<SegOffset>>
+ScalarIndexVector::do_search_ids(const std::vector<idx_t>& ids) const {
+    std::vector<SegOffset> dst_offsets;
+    std::vector<idx_t> dst_ids;
+
+    for (auto id : ids) {
+        using Pair = std::pair<T, SegOffset>;
+        auto [iter_beg, iter_end] =
+            std::equal_range(mapping_.begin(), mapping_.end(), std::make_pair(id, SegOffset(0)),
+                             [](const Pair& left, const Pair& right) { return left.first < right.first; });
+
+        if (iter_beg == iter_end) {
+            // no data
+            continue;
+        }
+        // TODO: for repeated key, decide the final offset with Timestamp
+        // no repeated key, simplified logic
+        AssertInfo(iter_beg + 1 == iter_end, "There are no repeated keys in more than one results");
+        auto [entry_id, entry_offset] = *iter_beg;
+
+        dst_ids.push_back(entry_id);
+        dst_offsets.push_back(entry_offset);
+    }
+    return {std::move(dst_ids), std::move(dst_offsets)};
+}
+
 void
 ScalarIndexVector::append_data(const ScalarIndexVector::T* ids, int64_t count, SegOffset base) {
     for (int64_t i = 0; i < count; ++i) {
diff --git a/internal/core/src/segcore/ScalarIndex.h b/internal/core/src/segcore/ScalarIndex.h
index 25e2c53efb..4dee4bf2b8 100644
--- a/internal/core/src/segcore/ScalarIndex.h
+++ b/internal/core/src/segcore/ScalarIndex.h
@@ -25,6 +25,8 @@ class ScalarIndexBase {
  public:
     virtual std::pair<std::unique_ptr<IdArray>, std::vector<SegOffset>>
     do_search_ids(const IdArray& ids) const = 0;
+    virtual std::pair<std::vector<idx_t>, std::vector<SegOffset>>
+    do_search_ids(const std::vector<idx_t>& ids) const = 0;
     virtual ~ScalarIndexBase() = default;
     virtual std::string
     debug() const = 0;
@@ -44,6 +46,9 @@ class ScalarIndexVector : public ScalarIndexBase {
     std::pair<std::unique_ptr<IdArray>, std::vector<SegOffset>>
     do_search_ids(const IdArray& ids) const override;
 
+    std::pair<std::vector<idx_t>, std::vector<SegOffset>>
+    do_search_ids(const std::vector<idx_t>& ids) const override;
+
     std::string
     debug() const override {
         std::string dbg_str;
diff --git a/internal/core/src/segcore/SegmentSealed.h b/internal/core/src/segcore/SegmentSealed.h
index bd7dc6da7f..12a3b23a52 100644
--- a/internal/core/src/segcore/SegmentSealed.h
+++ b/internal/core/src/segcore/SegmentSealed.h
@@ -27,6 +27,8 @@ class SegmentSealed : public SegmentInternalInterface {
     virtual void
     LoadFieldData(const LoadFieldDataInfo& info) = 0;
     virtual void
+    LoadDeletedRecord(const LoadDeletedRecordInfo& info) = 0;
+    virtual void
     DropIndex(const FieldId field_id) = 0;
     virtual void
     DropFieldData(const FieldId field_id) = 0;
diff --git a/internal/core/src/segcore/SegmentSealedImpl.cpp b/internal/core/src/segcore/SegmentSealedImpl.cpp
index 7f1d220207..f24b745f45 100644
--- a/internal/core/src/segcore/SegmentSealedImpl.cpp
+++ b/internal/core/src/segcore/SegmentSealedImpl.cpp
@@ -158,6 +158,21 @@ SegmentSealedImpl::LoadFieldData(const LoadFieldDataInfo& info) {
     }
 }
 
+void
+SegmentSealedImpl::LoadDeletedRecord(const LoadDeletedRecordInfo& info) {
+    AssertInfo(info.row_count > 0, "The row count of deleted record is 0");
+    AssertInfo(info.primary_keys, "Deleted primary keys is null");
+    AssertInfo(info.timestamps, "Deleted timestamps is null");
+    auto primary_keys = reinterpret_cast<const idx_t*>(info.primary_keys);
+    auto timestamps = reinterpret_cast<const Timestamp*>(info.timestamps);
+    int64_t size = info.row_count;
+
+    deleted_record_.uids_.set_data(0, primary_keys, size);
+    deleted_record_.timestamps_.set_data(0, timestamps, size);
+    deleted_record_.ack_responder_.AddSegment(0, size);
+    deleted_record_.record_size_ = size;
+}
+
 int64_t
 SegmentSealedImpl::num_chunk_index(FieldOffset field_offset) const {
     return 1;
@@ -212,10 +227,74 @@ SegmentSealedImpl::get_schema() const {
     return *schema_;
 }
 
+std::shared_ptr<DeletedRecord::TmpBitmap>
+SegmentSealedImpl::get_deleted_bitmap(int64_t del_barrier,
+                                      Timestamp query_timestamp,
+                                      int64_t insert_barrier,
+                                      bool force) const {
+    auto old = deleted_record_.get_lru_entry();
+
+    if (old->bitmap_ptr->count() == insert_barrier) {
+        if (old->del_barrier == del_barrier) {
+            return old;
+        }
+    }
+
+    auto current = old->clone(insert_barrier);
+    current->del_barrier = del_barrier;
+    auto bitmap = current->bitmap_ptr;
+    // Sealed segment only has one chunk with chunk_id 0
+    auto span = deleted_record_.uids_.get_span_base(0);
+    auto uids_ptr = reinterpret_cast<const idx_t*>(span.data());
+    auto del_size = deleted_record_.record_size_;
+    std::vector<idx_t> ids(del_size);
+    std::copy_n(uids_ptr, del_size, ids.data());
+
+    auto [uids, seg_offsets] = primary_key_index_->do_search_ids(ids);
+
+    if (del_barrier < old->del_barrier) {
+        for (auto del_index = del_barrier; del_index < old->del_barrier; ++del_index) {
+            int64_t the_offset = seg_offsets[del_index].get();
+            AssertInfo(the_offset > 0, "Seg offset is invalid");
+            if (deleted_record_.timestamps_[del_index] < query_timestamp) {
+                bitmap->clear(the_offset);
+            }
+        }
+        return current;
+    } else {
+        for (auto del_index = old->del_barrier; del_index < del_barrier; ++del_index) {
+            int64_t the_offset = seg_offsets[del_index].get();
+            AssertInfo(the_offset > 0, "Seg offset is invalid");
+            if (deleted_record_.timestamps_[del_index] < query_timestamp) {
+                bitmap->set(the_offset);
+            }
+        }
+        this->deleted_record_.insert_lru_entry(current);
+    }
+    return current;
+}
+
 BitsetView
 SegmentSealedImpl::get_filtered_bitmap(const BitsetView& bitset, int64_t ins_barrier, Timestamp timestamp) const {
-    // TODO(yukun)
-    return bitset;
+    auto del_barrier = get_barrier(get_deleted_record(), timestamp);
+    if (del_barrier == 0) {
+        return bitset;
+    }
+    auto bitmap_holder = get_deleted_bitmap(del_barrier, timestamp, ins_barrier);
+    if (bitmap_holder == nullptr) {
+        return bitset;
+    }
+    AssertInfo(bitmap_holder, "bitmap_holder is null");
+    auto deleted_bitmap = bitmap_holder->bitmap_ptr;
+    if (bitset.size() == 0) {
+        return BitsetView(deleted_bitmap);
+    }
+    AssertInfo(deleted_bitmap->count() == bitset.size(), "Deleted bitmap count not equal to filtered bitmap count");
+
+    auto filtered_bitmap = std::make_shared<faiss::ConcurrentBitset>(bitset.size(), bitset.data());
+
+    auto final_bitmap = (*deleted_bitmap.get()) | (*filtered_bitmap.get());
+    return BitsetView(final_bitmap);
 }
 
 void
@@ -463,6 +542,27 @@ SegmentSealedImpl::search_ids(const IdArray& id_array, Timestamp timestamp) cons
     return primary_key_index_->do_search_ids(id_array);
 }
 
+void
+SegmentSealedImpl::Delete(int64_t row_count, const int64_t* uids_raw, const Timestamp* timestamps_raw) {
+    std::vector<std::tuple<Timestamp, idx_t>> ordering(row_count);
+    for (int i = 0; i < row_count; i++) {
+        ordering[i] = std::make_tuple(timestamps_raw[i], uids_raw[i]);
+    }
+    std::sort(ordering.begin(), ordering.end());
+    std::vector<idx_t> src_uids(row_count);
+    std::vector<Timestamp> src_timestamps(row_count);
+
+    for (int i = 0; i < row_count; i++) {
+        auto [t, uid] = ordering[i];
+        src_timestamps[i] = t;
+        src_uids[i] = uid;
+    }
+    deleted_record_.timestamps_.set_data(0, src_timestamps.data(), row_count);
+    deleted_record_.uids_.set_data(0, src_uids.data(), row_count);
+    deleted_record_.ack_responder_.AddSegment(0, row_count);
+    return;
+}
+
 std::vector<SegOffset>
 SegmentSealedImpl::search_ids(const boost::dynamic_bitset<>& bitset, Timestamp timestamp) const {
     std::vector<SegOffset> dst_offset;
diff --git a/internal/core/src/segcore/SegmentSealedImpl.h b/internal/core/src/segcore/SegmentSealedImpl.h
index e5aff043f4..19b6cf9397 100644
--- a/internal/core/src/segcore/SegmentSealedImpl.h
+++ b/internal/core/src/segcore/SegmentSealedImpl.h
@@ -10,9 +10,15 @@
 // or implied. See the License for the specific language governing permissions and limitations under the License
 
 #pragma once
+#include <tbb/concurrent_priority_queue.h>
+#include <tbb/concurrent_unordered_map.h>
+#include <tbb/concurrent_vector.h>
+
 #include <segcore/TimestampIndex.h>
 #include "segcore/SegmentSealed.h"
+#include "ConcurrentVector.h"
 #include "SealedIndexingRecord.h"
+#include "segcore/DeletedRecord.h"
 #include "ScalarIndex.h"
 #include <deque>
 #include <map>
@@ -30,6 +36,8 @@ class SegmentSealedImpl : public SegmentSealed {
     void
     LoadFieldData(const LoadFieldDataInfo& info) override;
     void
+    LoadDeletedRecord(const LoadDeletedRecordInfo& info) override;
+    void
     LoadSegmentMeta(const milvus::proto::segcore::LoadSegmentMeta& segment_meta) override;
     void
     DropIndex(const FieldId field_id) override;
@@ -50,6 +58,12 @@ class SegmentSealedImpl : public SegmentSealed {
     const Schema&
     get_schema() const override;
 
+    std::shared_ptr<DeletedRecord::TmpBitmap>
+    get_deleted_bitmap(int64_t del_barrier,
+                       Timestamp query_timestamp,
+                       int64_t insert_barrier,
+                       bool force = false) const;
+
  public:
     int64_t
     num_chunk_index(FieldOffset field_offset) const override;
@@ -126,12 +140,20 @@ class SegmentSealedImpl : public SegmentSealed {
         return system_ready_count_ == 2;
     }
 
+    const DeletedRecord&
+    get_deleted_record() const {
+        return deleted_record_;
+    }
+
     std::pair<std::unique_ptr<IdArray>, std::vector<SegOffset>>
     search_ids(const IdArray& id_array, Timestamp timestamp) const override;
 
     std::vector<SegOffset>
     search_ids(const boost::dynamic_bitset<>& view, Timestamp timestamp) const override;
 
+    void
+    Delete(int64_t row_count, const int64_t* uids_raw, const Timestamp* timestamps_raw);
+
     //    virtual void
     //    build_index_if_primary_key(FieldId field_id);
 
@@ -151,6 +173,7 @@ class SegmentSealedImpl : public SegmentSealed {
     std::unique_ptr<ScalarIndexBase> primary_key_index_;
 
     std::vector<aligned_vector<char>> fields_data_;
+    mutable DeletedRecord deleted_record_;
 
     SealedIndexingRecord vecindexs_;
     aligned_vector<idx_t> row_ids_;
diff --git a/internal/core/src/segcore/segment_c.cpp b/internal/core/src/segcore/segment_c.cpp
index c7fca9ff2f..20d9f0bd5b 100644
--- a/internal/core/src/segcore/segment_c.cpp
+++ b/internal/core/src/segcore/segment_c.cpp
@@ -184,6 +184,21 @@ LoadFieldData(CSegmentInterface c_segment, CLoadFieldDataInfo load_field_data_in
     }
 }
 
+CStatus
+LoadDeletedRecord(CSegmentInterface c_segment, CLoadDeletedRecordInfo deleted_record_info) {
+    try {
+        auto segment_interface = reinterpret_cast<milvus::segcore::SegmentInterface*>(c_segment);
+        auto segment = dynamic_cast<milvus::segcore::SegmentSealed*>(segment_interface);
+        AssertInfo(segment != nullptr, "segment conversion failed");
+        auto load_info = LoadDeletedRecordInfo{deleted_record_info.timestamps, deleted_record_info.primary_keys,
+                                               deleted_record_info.row_count};
+        segment->LoadDeletedRecord(load_info);
+        return milvus::SuccessCStatus();
+    } catch (std::exception& e) {
+        return milvus::FailureCStatus(UnexpectedError, e.what());
+    }
+}
+
 CStatus
 UpdateSealedSegmentIndex(CSegmentInterface c_segment, CLoadIndexInfo c_load_index_info) {
     try {
diff --git a/internal/core/unittest/test_sealed.cpp b/internal/core/unittest/test_sealed.cpp
index 0f9cee605a..1412951d5c 100644
--- a/internal/core/unittest/test_sealed.cpp
+++ b/internal/core/unittest/test_sealed.cpp
@@ -313,4 +313,71 @@ TEST(Sealed, LoadFieldData) {
 	]
 ])");
     ASSERT_EQ(std_json.dump(-2), json.dump(-2));
-}
\ No newline at end of file
+}
+
+TEST(Sealed, Delete) {
+    auto dim = 16;
+    auto topK = 5;
+    auto N = 10;
+    auto metric_type = MetricType::METRIC_L2;
+    auto schema = std::make_shared<Schema>();
+    auto fakevec_id = schema->AddDebugField("fakevec", DataType::VECTOR_FLOAT, dim, metric_type);
+    auto counter_id = schema->AddDebugField("counter", DataType::INT64);
+    auto double_id = schema->AddDebugField("double", DataType::DOUBLE);
+    auto nothing_id = schema->AddDebugField("nothing", DataType::INT32);
+
+    auto dataset = DataGen(schema, N);
+
+    auto fakevec = dataset.get_col<float>(0);
+
+    auto segment = CreateSealedSegment(schema);
+    std::string dsl = R"({
+        "bool": {
+            "must": [
+            {
+                "range": {
+                    "double": {
+                        "GE": -1,
+                        "LT": 1
+                    }
+                }
+            },
+            {
+                "vector": {
+                    "fakevec": {
+                        "metric_type": "L2",
+                        "params": {
+                            "nprobe": 10
+                        },
+                        "query": "$0",
+                        "topk": 5,
+                        "round_decimal": 3
+                    }
+                }
+            }
+            ]
+        }
+    })";
+
+    Timestamp time = 1000000;
+    auto plan = CreatePlan(*schema, dsl);
+    auto num_queries = 5;
+    auto ph_group_raw = CreatePlaceholderGroup(num_queries, 16, 1024);
+    auto ph_group = ParsePlaceholderGroup(plan.get(), ph_group_raw.SerializeAsString());
+
+    ASSERT_ANY_THROW(segment->Search(plan.get(), *ph_group, time));
+
+    SealedLoader(dataset, *segment);
+
+    int64_t row_count = 5;
+    std::vector<idx_t> pks{1, 2, 3, 4, 5};
+    std::vector<Timestamp> timestamps{10, 10, 10, 10, 10};
+
+    LoadDeletedRecordInfo info = {timestamps.data(), pks.data(), row_count};
+    segment->LoadDeletedRecord(info);
+
+    std::vector<uint8_t> tmp_block{0, 0};
+    auto view = BitsetView(tmp_block.data(), 10);
+    auto bitset = segment->get_filtered_bitmap(view, 10, 11);
+    ASSERT_EQ(bitset.size(), N);
+}
diff --git a/internal/querynode/segment.go b/internal/querynode/segment.go
index 47bd0d5d19..f160f2a13c 100644
--- a/internal/querynode/segment.go
+++ b/internal/querynode/segment.go
@@ -789,6 +789,20 @@ func (s *Segment) segmentLoadFieldData(fieldID int64, rowCount int, data interfa
 	return nil
 }
 
+func (s *Segment) LoadDeletedRecord(primaryKeys []IntPrimaryKey) error {
+	s.segPtrMu.RLock()
+	defer s.segPtrMu.RUnlock() // thread safe guaranteed by segCore, use RLock
+	if s.segmentPtr == nil {
+		return errors.New("null seg core pointer")
+	}
+	if s.segmentType != segmentTypeSealed {
+		errMsg := fmt.Sprintln("segmentLoadFieldData failed, illegal segment type ", s.segmentType, "segmentID = ", s.ID())
+		return errors.New(errMsg)
+	}
+
+	return nil
+}
+
 func (s *Segment) dropFieldData(fieldID int64) error {
 	/*
 		CStatus