2 papers
cs.NI2026
On Topology's Role in ML Training Performance
Sarah McClure, Tegan Wilson, Brad Karp +4
Modern machine learning training workloads run on large-scale networks of compute accelerators. The networks commonly deployed in these systems are typically variations of two basi…
cs.NI2026
Load Balancing for AI Training Workloads
Sarah McClure, Evyatar Cohen, Alex Shpiner +4
The extreme bandwidth demands of AI training has made load-balancing a critical component in AI fabrics, and a variety of load-balancing designs have emerged in recent work from bo…