3 citations · 5 across the 6 of their papers we have counts for
3 papers · 1 filter
Tuning Collective Patterns to Alleviate Congestion in Shared AI Clusters
Eashan Gupta, Yongzhou Chen, Apoorve Mohan +3
Distributed AI training involves recurring rounds of data exchange between multiple pairs of GPU nodes. Slowdown in even one flow due to congestion can cause the entire communicati…
5G RAN Slicing with Load Balanced Handovers
Yongzhou Chen, Muhammad Taimoor Tariq, Haitham Hassanieh +1
With increasing density of small cells in modern multi-cell deployments, a given user can have multiple options for its serving cell. The serving cell for each user must be careful…
Controlling Congestion via In-Network Content Adaptation
Yongzhou Chen, Ammar Tahir, Radhika Mittal
Realizing that it is inherently difficult to precisely match the sending rates at the endhost with the available capacity on dynamic cellular links, we build a system, Octopus, tha…