StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance
Summary: StreamOps: standalone cloud-native control plane for scalable management of tens of thousands of streaming jobs at ByteDance. Exposes an extensible detect–diagnose–resolve policy API (auto-scaler, straggler detector, job doctor) to mitigate lag and failures; validated in production. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yancan Mao (National University of Singapore)
- 2. Zhanghao Chen (ByteDance)
- 3. Yifan Zhang (ByteDance)
- 4. Meng Wang (ByteDance)
- 5. Yong Fang (ByteDance)
- 6. Guanghui Zhang (ByteDance)
- 7. Rui Shi (ByteDance)
- 8. Richard T. B. Ma (National University of Singapore)
BibTeX Citation
@article{mao_vldb23,
title = {{StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance}},
author = {Mao, Yancan and Chen, Zhanghao and Zhang, Yifan and Wang, Meng and Fang, Yong and Zhang, Guanghui and Shi, Rui and Ma, Richard T. B.},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {12},
pages = {3501--3514},
doi = {10.14778/3611540.3611543},
url = {https://doi.org/10.14778/3611540.3611543},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,583 | Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters | 2026 | VLDB | 5.093636e-05 |
| 10,695 | Oceanus: Enable SLO-Aware Vertical Autoscaling for Cloud-Native Streaming Services in Tencent | 2025 | SIGMOD | 5.093636e-05 |
| 10,768 | Intra-Query Runtime Elasticity for Cloud-Native Data Analysis | 2025 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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