Liangyu Zhao
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| title | conference | date |
|---|---|---|
| ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics | NSDI '26 | 2026-05-04 |
ForestColl generates throughput-optimal collective schedules by computing the bottleneck network cut via an optimality binary search, transforming switch… | ||
| FAST: An Efficient Scheduler for All-to-All GPU Communication | NSDI '26 | 2026-05-04 |
FAST reframes All-to-All(v) scheduling by treating scale-up (NVLink/local GPU) as effectively free and optimizing only scale-out transfers, implementing… | ||
| NanoFlow: Towards Optimal Large Language Model Serving Throughput | OSDI '25 | 2025-07-07 |
NanoFlow splits request batches into nano-batches and duplicates per-batch operations to overlap compute, memory (KV cache), and network work within a single… | ||
| Efficient Direct-Connect Topologies for Collective Communications | NSDI '25 | 2025-04-28 |
Presents a concrete pipeline that synthesizes direct‑connect topologies and schedules, starting from small optimal bases and using line graph expansion and… | ||
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