Siran Yang
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| title | conference | date |
|---|---|---|
| RollArt: Disaggregated Multi-Task Agentic RL Training at Scale | 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26) | 2026-07-13 |
RollArt disaggregates multi-task agentic RL by mapping prefill tasks to compute-optimized GPUs, decode tasks to bandwidth-optimized GPUs, and environments to… | ||
| Attack of the Bubbles: Straggler-Resilient Pipeline Parallelism for Large Model Training | NSDI '26 | 2026-05-04 |
PIPEMORPH is a system that adapts pipeline schedules and offloads communication to host memory with CPU-side RDMA delegation to eliminate head-of-line blocking… | ||
| RollPacker: Taming Long-Tail Rollouts for RL Post-Training with Tail Batching | NSDI '26 | 2026-05-04 |
RollPacker implements tail batching: it groups prompts that produce very long responses into occasional long rounds and uses speculative execution to run extra… | ||
| GREYHOUND: Hunting Fail-Slows in Hybrid-Parallel Training at Scale | USENIX ATC '25 | 2025-07-07 |
Characterization on a 10,000+ GPU multi-tenant cluster finds transient fail-slows from CPU contention, GPU thermal throttling, and network congestion that last… | ||
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