Murali Annavaram
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on a stage with
- Arkaprava Basuonce
- Assaf Eisenmanonce
- Dheevatsa Mudigereonce
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| title | conference | date |
|---|---|---|
| HyCache: Hybrid Caching for Accelerating DNN Input Preprocessing Pipelines | USENIX ATC '25 | 2025-07-07 |
Hybrid Cache automatically profiles ~1% of a dataset, models fetch/decode/augment costs, and uses an ILP solver to pick per-stage, tier-aware placements that… | ||
| Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
System implements a decoupled, atomic checkpoint pipeline that copies GPU state to CPU and uploads with dedicated CPU workers, targets terabyte-scale… | ||
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