2 citations · 7 across the 6 of their papers we have counts for
4 papers · 1 filter
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem
Behnaz Arzani, Siva Kesava Reddy Kakarla, Miguel Castro +3
We show communication schedulers' recent work proposed for ML collectives does not scale to the increasing problem sizes that arise from training larger models. These works also of…
FP4: Line-rate Greybox Fuzz Testing for P4 Switches
Nofel Yaseen, Liangcheng Yu, Caleb Stanford +2
Compared to fixed-function switches, the flexibility of programmable switches comes at a cost, as programmer mistakes frequently result in subtle bugs in the network data plane. In…
Towards a Cost vs. Quality Sweet Spot for Monitoring Networks
Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi +6
Continuously monitoring a wide variety of performance and fault metrics has become a crucial part of operating large-scale datacenter networks. In this work, we ask whether we can…
Volur: Concurrent Edge/Core Route Control in Data Center Networks
Qiao Zhang, Danyang Zhuo, Vincent Liu +4
A perennial question in computer networks is where to place functionality among components of a distributed computer system. In data centers, one option is to move all intelligence…