diff --git a/src/data_cell/bucket_datacell_parameter.cpp b/src/data_cell/bucket_datacell_parameter.cpp
new file mode 100644
index 00000000..3a9659ce
--- /dev/null
+++ b/src/data_cell/bucket_datacell_parameter.cpp
@@ -0,0 +1,50 @@
+
+// Copyright 2024-present the vsag project
+//
+// Licensed 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.
+
+#include "bucket_datacell_parameter.h"
+
+#include <fmt/format-inl.h>
+
+#include "inner_string_params.h"
+
+namespace vsag {
+BucketDataCellParameter::BucketDataCellParameter() = default;
+
+void
+BucketDataCellParameter::FromJson(const JsonType& json) {
+    CHECK_ARGUMENT(json.contains(IO_PARAMS_KEY),
+                   fmt::format("bucket interface parameters must contains {}", IO_PARAMS_KEY));
+    this->io_parameter_ = IOParameter::GetIOParameterByJson(json[IO_PARAMS_KEY]);
+
+    CHECK_ARGUMENT(
+        json.contains(QUANTIZATION_PARAMS_KEY),
+        fmt::format("bucket interface parameters must contains {}", QUANTIZATION_PARAMS_KEY));
+    this->quantizer_parameter_ =
+        QuantizerParameter::GetQuantizerParameterByJson(json[QUANTIZATION_PARAMS_KEY]);
+
+    if (json.contains(BUCKETS_COUNT_KEY)) {
+        this->buckets_count_ = json[BUCKETS_COUNT_KEY];
+    }
+}
+
+JsonType
+BucketDataCellParameter::ToJson() {
+    JsonType json;
+    json[IO_PARAMS_KEY] = this->io_parameter_->ToJson();
+    json[QUANTIZATION_PARAMS_KEY] = this->quantizer_parameter_->ToJson();
+    json[BUCKETS_COUNT_KEY] = this->buckets_count_;
+    return json;
+}
+}  // namespace vsag
diff --git a/src/data_cell/bucket_datacell_parameter.h b/src/data_cell/bucket_datacell_parameter.h
new file mode 100644
index 00000000..1fad22c2
--- /dev/null
+++ b/src/data_cell/bucket_datacell_parameter.h
@@ -0,0 +1,44 @@
+
+// Copyright 2024-present the vsag project
+//
+// Licensed 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
+
+#include "io/io_parameter.h"
+#include "parameter.h"
+#include "quantization/quantizer_parameter.h"
+
+namespace vsag {
+
+class BucketDataCellParameter : public Parameter {
+public:
+    explicit BucketDataCellParameter();
+
+    void
+    FromJson(const JsonType& json) override;
+
+    JsonType
+    ToJson() override;
+
+public:
+    QuantizerParamPtr quantizer_parameter_{nullptr};
+
+    IOParamPtr io_parameter_{nullptr};
+
+    int64_t buckets_count_{1};
+};
+
+using BucketDataCellParamPtr = std::shared_ptr<BucketDataCellParameter>;
+
+}  // namespace vsag
diff --git a/src/data_cell/bucket_datacell_parameter_test.cpp b/src/data_cell/bucket_datacell_parameter_test.cpp
new file mode 100644
index 00000000..7237e0b8
--- /dev/null
+++ b/src/data_cell/bucket_datacell_parameter_test.cpp
@@ -0,0 +1,106 @@
+
+// Copyright 2024-present the vsag project
+//
+// Licensed 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.
+
+#include "bucket_datacell_parameter.h"
+
+#include <catch2/catch_test_macros.hpp>
+
+#include "parameter_test.h"
+
+using namespace vsag;
+
+TEST_CASE("BucketDataCellParameter ToJson Test", "[ut][BucketDataCellParameter]") {
+    std::string param_str = R"(
+    {
+        "io_params": {
+            "type": "memory_io"
+        },
+        "quantization_params": {
+            "type": "sq8"
+        },
+        "buckets_count": 10
+    })";
+    auto param = std::make_shared<BucketDataCellParameter>();
+    auto json = JsonType::parse(param_str);
+    param->FromJson(json);
+    REQUIRE(param->buckets_count_ == 10);
+    ParameterTest::TestToJson(param);
+}
+
+TEST_CASE("BucketDataCellParameter Parse Exception", "[ut][BucketDataCellParameter]") {
+    auto check_param = [](const std::string& str) -> BucketDataCellParamPtr {
+        auto param = std::make_shared<BucketDataCellParameter>();
+        auto json = JsonType::parse(str);
+        param->FromJson(json);
+        return param;
+    };
+
+    SECTION("miss io param") {
+        std::string param_str = R"(
+        {
+            "quantization_params": {
+                "type": "sq8",
+            },
+            "buckets_count": 10
+        })";
+        REQUIRE_THROWS(check_param(param_str));
+    }
+
+    SECTION("miss quantization param") {
+        std::string param_str = R"(
+        {
+            "io_params": {
+                "type": "memory_io"
+            },
+            "buckets_count": 10
+        })";
+        REQUIRE_THROWS(check_param(param_str));
+    }
+
+    SECTION("wrong io param type") {
+        std::string param_str = R"(
+        {
+            "io_params": {
+                "type": "wrong_io"
+            },
+            "buckets_count": 10
+        })";
+        REQUIRE_THROWS(check_param(param_str));
+    }
+
+    SECTION("wrong quantization param type") {
+        std::string param_str = R"(
+        {
+            "quantization_params": {
+                "type": "wrong_quantization",
+            },
+            "buckets_count": 10
+        })";
+        REQUIRE_THROWS(check_param(param_str));
+    }
+
+    SECTION("valid on missing buckets_count") {
+        std::string param_str = R"(
+        {
+            "io_params": {
+                "type": "memory_io"
+            },
+            "quantization_params": {
+                "type": "sq8"
+            }
+        })";
+        auto param = check_param(param_str);
+    }
+}
diff --git a/src/data_cell/flatten_datacell_parameter.cpp b/src/data_cell/flatten_datacell_parameter.cpp
index e7456d8b..abce63ec 100644
--- a/src/data_cell/flatten_datacell_parameter.cpp
+++ b/src/data_cell/flatten_datacell_parameter.cpp
@@ -20,8 +20,7 @@
 #include "inner_string_params.h"
 
 namespace vsag {
-FlattenDataCellParameter::FlattenDataCellParameter() {
-}
+FlattenDataCellParameter::FlattenDataCellParameter() = default;
 
 void
 FlattenDataCellParameter::FromJson(const JsonType& json) {
diff --git a/src/inner_string_params.h b/src/inner_string_params.h
index feda3410..ae9d0fd0 100644
--- a/src/inner_string_params.h
+++ b/src/inner_string_params.h
@@ -55,6 +55,8 @@ const char* const BUILD_PARAMS_KEY = "build_params";
 const char* const BUILD_THREAD_COUNT = "build_thread_count";
 const char* const BUILD_EF_CONSTRUCTION = "ef_construction";
 
+const char* const BUCKETS_COUNT_KEY = "buckets_count";
+
 const std::unordered_map<std::string, std::string> DEFAULT_MAP = {
     {"INDEX_TYPE_HGRAPH", INDEX_TYPE_HGRAPH},
     {"HGRAPH_USE_REORDER_KEY", HGRAPH_USE_REORDER_KEY},
@@ -76,6 +78,7 @@ const std::unordered_map<std::string, std::string> DEFAULT_MAP = {
     {"BUILD_PARAMS_KEY", BUILD_PARAMS_KEY},
     {"BUILD_THREAD_COUNT", BUILD_THREAD_COUNT},
     {"BUILD_EF_CONSTRUCTION", BUILD_EF_CONSTRUCTION},
+    {"BUCKETS_COUNT_KEY", BUCKETS_COUNT_KEY},
 };
 
 }  // namespace vsag