103 citations · 187 across the 16 of their papers we have counts for
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cs.LG2023
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Guangji Bai, Ziyang Yu, Zheng Chai +2
Despite the recent success of Graph Neural Networks (GNNs), it remains challenging to train GNNs on large-scale graphs due to neighbor explosions. As a remedy, distributed computin…
cs.DC2023★ 1 cited
FS: A Scalable and Elastic Distributed File System Metadata Service using Serverless Functions
Benjamin Carver, Runzhou Han, Jingyaun Zhang +2
The metadata service (MDS) sits on the critical path for distributed file system (DFS) operations, and therefore it is key to the overall performance of a large-scale DFS. Common "…