6.5k citations · 13.7k across the 24 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2026
Regulating Branch Parallelism in LLM Serving
Swapnil Gandhi, Siva Hari, William J. Dally +1
Recent methods expose intra-request parallelism in LLM outputs, allowing independent branches to decode concurrently. Existing serving systems execute these branches eagerly or und…
cs.DC2022★ 47 cited
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture
Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado +10
Graphics Processing Units (GPUs) have traditionally relied on the host CPU to initiate access to the data storage. This approach is well-suited for GPU applications with known data…