Qian Li
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| title | conference | date |
|---|---|---|
| Streaming Lower Bounds for the Needle Problems | Sketching and Algorithm Design 2023 | 2023-10-09 |
Shows a near-tight lower bound: any streaming algorithm with space s needs about t ≈ 1/(s p^2) samples (multipass adds an l factor) to distinguish uniform vs… | ||
| INFaaS: Automated Model-less Inference Serving | USENIX ATC '21 | 2021-07-14 |
INFaaS automatically generates and profiles hundreds of model variants from trained models, then picks per-query combinations of model, framework, and hardware… | ||
| From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional Containers | USENIX ATC '19 | 2019-07-10 |
A toolkit called gg packages programs as content‑hashed lightweight containers called gg thunks and composes them into a linked GG IR to offload entire jobs to… | ||
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