Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB
Summary: Flux provides a unified cluster manager for heterogeneous accelerators (FPGAs/GPUs) in Alibaba AnalyticDB. An acceleration-priority score guides a priority-based workload manager and unified scheduler to optimize performance and TCO, achieving 4.39x speedup, 21.9% user TCO reduction, and 47% provider TCO reduction. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Wei Li (Alibaba)
- 2. Jiachi Zhang (Alibaba)
- 3. Ye Yin (Alibaba)
- 4. Yan Li (Alibaba)
- 5. Zhanyang Zhu (Alibaba)
- 6. Yuhao Li (Alibaba)
- 7. Zhencan Peng (Alibaba)
- 8. Lan Lu (Alibaba)
- 9. Wenchao Zhou (Alibaba)
- 10. Liang Lin (Alibaba)
- 11. Feifei Li (Alibaba)
BibTeX Citation
@inproceedings{li_sigmod25,
title = {{Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB}},
author = {Li, Wei and Zhang, Jiachi and Yin, Ye and Li, Yan and Zhu, Zhanyang and Li, Yuhao and Peng, Zhencan and Lu, Lan and Zhou, Wenchao and Lin, Liang and Li, Feifei},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3722212.3724438},
url = {https://dl.acm.org/doi/10.1145/3722212.3724438},
year = {2025}
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