445 citations · 830 across the 60 of their papers we have counts for
17 papers · 1 filter
Cache-aided General Linear Function Retrieval
Kai Wan, Hua Sun, Mingyue Ji +2
Coded Caching, proposed by Maddah-Ali and Niesen (MAN), has the potential to reduce network traffic by pre-storing content in the users' local memories when the network is underuti…
A Non-cooperative Game-based Distributed Beam Scheduling Framework for 5G Millimeter-Wave Cellular Networks
Xiang Zhang, Shamik Sarkar, Arupjyoti Bhuyan +2
This paper studies the problem of distributed beam scheduling for 5G millimeter-Wave (mm-Wave) cellular networks where base stations (BSs) belonging to different operators share th…
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval
Xiang Zhang, Kai Wan, Hua Sun +2
We consider the problem of cache-aided Multiuser Private Information Retrieval (MuPIR) which is an extension of the single-user cache-aided PIR problem to the case of multiple user…
On the Tradeoff Between Computation and Communication Costs for Distributed Linearly Separable Computation
Kai Wan, Hua Sun, Mingyue Ji +1
This paper studies the distributed linearly separable computation problem, which is a generalization of many existing distributed computing problems such as distributed gradient de…
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen +1
Hierarchical SGD (H-SGD) has emerged as a new distributed SGD algorithm for multi-level communication networks. In H-SGD, before each global aggregation, workers send their updated…
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing
Nicholas Woolsey, Xingyue Wang, Rong-Rong Chen +1
We propose a flexible low complexity design (FLCD) of coded distributed computing (CDC) with empirical evaluation on Amazon Elastic Compute Cloud (Amazon EC2). CDC can expedite Map…