Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters
Summary: WeFlex: resilience-aware elastic scaling that lets online DL jobs lease idle GPUs across tenants and reclaim them quickly. Uses interruption-mitigation, topology-aware pod orchestration, and right-of-return leasing to cut disruptions and raise utilization on 10k+ GPU clusters. (summarized by gpt-5-mini on Mar 13 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Qianhao Wu
- 2. Jiazhi Jiang
- 3. Guohui Ling
- 4. Yue Pang
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,869 | MagicScaler: Uncertainty-aware, Predictive Autoscaling | 2023 | VLDB | 6.6802432e-05 |
| 5,286 | StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance | 2023 | VLDB | 5.5838392e-05 |
| 10,410 | Oceanus: Enable SLO-Aware Vertical Autoscaling for Cloud-Native Streaming Services in Tencent | 2025 | SIGMOD | 4.1945683e-05 |
Previous
Page 1 / 1
Next