15 citations · 24 across the 4 of their papers we have counts for
4 papers
Node-Constrained Traffic Engineering: Theory and Applications
George Trimponias, Yan Xiao, Xiaorui Wu +2
Traffic engineering (TE) is a fundamental task in networking. Conventionally, traffic can take any path connecting the source and destination. Emerging technologies such as segment…
Saec: Similarity-Aware Embedding Compression in Recommendation Systems
Xiaorui Wu, Hong Xu, Honglin Zhang +2
Production recommendation systems rely on embedding methods to represent various features. An impeding challenge in practice is that the large embedding matrix incurs substantial m…
Stanza: Layer Separation for Distributed Training in Deep Learning
Xiaorui Wu, Hong Xu, Bo Li +1
The parameter server architecture is prevalently used for distributed deep learning. Each worker machine in a parameter server system trains the complete model, which leads to a he…
Centrality-based Middlepoint Selection for Traffic Engineering with Segment Routing
George Trimponias, Yan Xiao, Hong Xu +2
Segment routing is an emerging technology to simplify traffic engineering implementation in WANs. It expresses an end-to-end logical path as a sequence of segments through a set of…