16 citations · 46 across the 12 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2026
Revati: Transparent GPU-Free Time-Warp Emulation for LLM Serving
Amey Agrawal, Mayank Yadav, Sukrit Kumar +9
Deploying LLMs efficiently requires testing hundreds of serving configurations, but evaluating each one on a GPU cluster takes hours and costs thousands of dollars. Discrete-event…
cs.DC2022★ 4 cited
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads
Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha +23
Lowering costs by driving high utilization across deep learning workloads is a crucial lever for cloud providers. We present Singularity, Microsoft's globally distributed schedulin…