activity
20202023
most citedDomain-specific Communication Optimization for Distributed DNN Training

12 citations · 24 across the 5 of their papers we have counts for

collaborators

5 papers

cs.NI20232 cited

Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks

Wenxue Li, Junyi Zhang, Gaoxiong Zeng +6

RDMA has been widely adopted for high-speed datacenter networks. However, native RDMA merely supports one-to-one reliable connection, which mismatches various applications with gro…

cs.NI2022

Congestion Control Mechanisms for Inter-Datacenter Networks

Gaoxiong Zeng

Applications running in geographically distributed setting are becoming prevalent. Large-scale online services often share or replicate their data into multiple data centers (DCs)…

cs.NI20212 cited

Optimizing Tail Latency in Commodity Datacenters using Forward Error Correction

Zeng Gaoxiong, Chen Li, Yi Bairen +1

Long tail latency of short flows (or messages) greatly affects user-facing applications in datacenters. Prior solutions to the problem introduce significant implementation complexi…

cs.NI20218 cited

P4COM: In-Network Computation with Programmable Switches

Ge Chen, Gaoxiong Zeng, Li Chen

Traditionally, switches only provide forwarding services and have no credits on computation in distributed computing frameworks. The emerging programmable switches make in-network…

cs.DC202012 cited

Domain-specific Communication Optimization for Distributed DNN Training

Hao Wang, Jingrong Chen, Xinchen Wan +7

Communication overhead poses an important obstacle to distributed DNN training and draws increasing attention in recent years. Despite continuous efforts, prior solutions such as g…