Lingyun Yang
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| title | conference | date |
|---|---|---|
| GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale | NSDI '25 | 2025-04-28 |
Prism disaggregates CPU and GPU pools via graph-level partitioning and RDMA so embedding lookups run on CPU nodes and dense nets on GPU nodes, using a fusgraph… | ||
| Beware of Fragmentation: Scheduling GPU-Sharing Workloads with Fragmentation... | USENIX ATC '23 | 2023-07-10 |
Paper defines a statistical fragmentation metric that predicts expected unallocatable GPU capacity given task distributions, implements a scheduler called… | ||
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