Subrata Mitra
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| title | conference | date |
|---|---|---|
| Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Caches and reuses intermediate diffusion noise states to skip early sampling steps, claiming 21% GPU compute savings, 19.8% end-to-end latency reduction, and… | ||
| SONIC: Application-aware Data Passing for Chained Serverless Applications | USENIX ATC '21 | 2021-07-14 |
Compares three concrete data-passing modes VM-Storage, Direct-Passing, Remote-Storage and shows no single mode wins: small fan-out favors VM-Storage, medium… | ||
| OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases | USENIX ATC '20 | 2020-07-15 |
System builds an online reconfiguration engine that jointly tunes NoSQL parameters and EC2 VM types, partitions clusters into complete sets to limit… | ||
| SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads | USENIX ATC '19 | 2019-07-10 |
SOPHIA automatically plans online NoSQL reconfigurations by combining a Rafiki static tuner to pick impactful parameters, a first-order Markov predictor for… | ||
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