Showing cs.DCShow all
2 papers · 1 filter
cs.DC2026
CCL-Bench 1.0: A Trace-Based Benchmark for LLM Infrastructure
Eric Ding, Byungsoo Oh, Bhaskar Kataria +8
Evaluative claims about LLM infrastructure -- ``workload X is fastest on hardware Y with software Z'' -- depend on a complex configuration space spanning hardware accelerators, int…
cs.DC2025
PCCL: Photonic circuit-switched collective communication for distributed ML
Abhishek Vijaya Kumar, Arjun Devraj, Rachee Singh
Modern distributed ML suffers from a fundamental gap between the theoretical and realized performance of collective communication algorithms due to congestion and hop-count induced…