2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.NI2026
The Multipath Reliable Connection (MRC) Transport
Rip Sohan, Eric Spada, Eric Davis +36
MRC is an open, production-grade transport designed for large-scale AI/ML training over best-effort Ethernet. It extends RoCEv2 with explicit, composable primitives for per-packet…
cs.NI2026★ 2 cited
Resilient AI Supercomputer Networking using MRC and SRv6
Joao Araujo, Alex Chow, Mark Handley +47
Tail latency dominates the performance of synchronous pretraining jobs when running at very large scales. We describe a three-pronged approach: (1) a new RDMA-based transport proto…
cs.NI2024★ 1 cited
STrack: A Reliable Multipath Transport for AI/ML Clusters
Yanfang Le, Rong Pan, Peter Newman +5
Emerging artificial intelligence (AI) and machine learning (ML) workloads present new challenges of managing the collective communication used in distributed training across hundre…