Youshan Miao
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| title | conference | date |
|---|---|---|
| AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and... | NSDI '25 | 2025-04-28 |
AutoCCL automates low-level tuning of NCCL to cut communication overhead: it prunes NCCL's 158 knobs to 28 parameters, partitions the huge search space with a… | ||
| nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
A plan-generation framework implements three primitives op-trans, op-assign, op-order plus constraint filters so experts compose custom parallelization spaces… | ||
| NeuGraph: Parallel Deep Neural Network Computation on Large Graphs | USENIX ATC '19 | 2019-07-10 |
NeuGraph implements a TensorFlow-layer that fuses graph and dataflow models, adding trunk-based partitioning and a column-by-column scheduler, custom GPU… | ||
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