Gluten related Use Cases and Publications

For more information on Apache Gluten, including related articles and videos, please refer to the following links.

Title Company Publish Date Reference
Gluten: A middle layer to offload Spark SQL to Native Intel Jul. 2022 Link
Best Exploration of Columnar Shuffle Design Intel Jul. 2022 Link
Gluten Introduction Intel Sept. 2022 Link
Introducing Velox Meta Mar. 2023 Link
Gluten in Kyligence(in Chinese) Kyligence Mar. 2023 Link
Velox in Intel Intel Jun. 2023 Link
Gluten + Celeborn(in Chinese) Intel Jul. 2023 Link
Gluten: Modernizing Java-based Query Engines Intel Sept. 2023 Link
Apache Spark with Native Engine BIGO Nov. 2023 Link
BONC’s BEH with Gluten and AVX512 BONC Nov. 2023 Link
Gluten: Double Spark Performance Intel Nov. 2023 Link
Apache Spark Native Engine(in Chinese) Netease Nov. 2023 Link
Apache Spark Native Engine Netease Dec. 2023 Link
Apache Gluten Status Update Intel Apr. 2024 Link
Accelearting Spark at Microsot using Gluten and Velox Microsoft Apr. 2024 Link
Velox at IBM IBM Apr. 2024 Link
Unlocking Data Query Performance Pinterest Apr. 2024 Link
Native execution engine for Fabric Spark Microsoft May 2024 Link
Best Practice of Gluten and Velox in Meituan Meituan Jun. 2024 Link
Accelerate Spark SQL on Arm64 with Gluten and Velox Arm Aug. 2024 Link
Alibaba Cloud AnalyticDB Spark Vectorization Capability Analysis AlibabaCloud Nov. 2024 Link
EMR in Bytedance’s Volcengine(in Chinese) ByteDance Dec. 2024 Link
State of the Union: Apache Gluten IBM Apr. 2025 Link
Real World Applications of Velox and Apache Gluten in Dataproc’s NQE Google Apr. 2025 Link
Apache Gluten: Revolutionizing Data Processing Efficiency IBM Apr. 2025 Link
The R&D and Application of Gluten ClickHouse Backend at BIGO and Progress on Flink Native(in Chinese) BIGO May. 2025 Link
Gluten + ClickHouse Backend Performance Optimization Practise(in Chinese) BIGO Jun. 2025 Link
Accelerating Apache Spark with Gluten & Velox Community Sept. 2025 Link
Apache Gluten: Applications and Practices at SF Express(in Chinese) SF Express Nov. 2025 Link
Apache Gluten’s implementation and practical application at ByteDance (in Chinese) bytedance Dec. 2025 Link
The large-scale deployment and challenges of Gluten on Tencent Cloud (in Chinese) Tencent Dec. 2025 Link
Gluten’s development and application at BIGO (in Chinese) BIGO Dec. 2025 Link
Xiaohongshu’s Native Engine Technology Progress and Production Practices (in Chinese) Xiaohongshu Dec. 2025 Link
Engineering practices of accelerating Spark using Gluten and Velox at Xiaomi (in Chinese) Xiaomi Dec. 2025 Link
Enable AI with enterprise data using new IBM watsonx.data features on AWS IBM Dec. 2025 Link
Spark Native Execution Engine - Quick Tips Microsoft Oct. 2024 Link
Accelerating Spark in Microsoft Fabric: Native Execution and Beyond Microsoft May. 2025 Link
Boost Performance with Fabric’s Native Execution Engine Microsoft Feb. 2025 Link
Native execution engine for Apache Spark in Fabric Microsoft Jul. 2024 Link
Apache Gluten: Revolutionizing Big Data Processing Efficiency IBM May. 2025 Link
Real World Applications of Velox and Apache Gluten in Dataproc’s NQE Google Apr. 2025 Link
Big Data Bellevue: Apache Gluten: Accelerating SparkSQL with Spark on Velox BDB Jan. 2025 Link
Learn Apache Gluten & Apache Iceberg | Featuring Rui Mo (IBM) & Soumil Shah Zeta Global IBM Feb. 2026 Link
Accelerating Spark at Microsoft using Gluten & Velox - Swinky Mann and Zhen Li Microsoft Apr. 2024 Link
Apache Spark | Gluten | Velox | Substrait | Arrow|Community NA Dec. 2025 Link
Under the Hood: An Introduction to the Native Execution Engine for Microsoft Fabric Microsoft Feb. 2026 Link

Media References

Title Platform Publication Author Reference
Accelerating Apache Spark with Gluten & Velox Medium   Angel Conde Link
Accelerate Spark SQL queries with Gluten Medium Intel Analytics Software Weiting Chen Link
Apache Spark Native Engine Medium Apache Kyuubi Apache Kyuubi Link
Native Spark Engine on watsonx.data on Cloud Pak for Data (CPD) using CAS feature Medium   Mrudula Madiraju Link
Velox Native Accelerator Engine Medium Dev Genius Amit Singh Rathore Link
Accelerating Large-Scale Data Analytics with GPU-Native Velox and NVIDIA cuDF NVIDIA Developer Blog   Gregory Kimball, Zoltán Arnold Nagy, Devavret Makkar, Daniel Bauer and Chengcheng Jin Link
Unleash Lightning-Fast Data Processing in Apache Spark with Gluten and Arrow Medium   Achyut Kumar Link
Gluten: Modernizing Java-based Query Engines VLDB VLDB Akash Shankaran, George Gu, Weiting Chen, Binwei Yang, Chidamber Kulkarni, Mark Rambacher, Nesime Tatbul and David E. Cohen Link
2-for-1 Real-Time Architectures, Real Fast: Fueling Fast Data – Apache Gluten and the Next Gen of Spark Performance All Things Open 2025   Binwei Yang and Chengcheng Jin Link

Related Documentation

Title Project Reference
Deploy Gluten with Apache Kyuubi Apache Kyuubi Link

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