Title
Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed
Abstract
We study the optimal design of heterogeneous Coded Elastic Computing (CEC) where machines have varying computation speeds and storage. CEC introduced by Yang et al. in 2018 is a framework that mitigates the impact of elastic events, where machines can join and leave at arbitrary times. In CEC, data is distributed among machines using a Maximum Distance Separable (MDS) code such that subsets of mac...
Year
DOI
Venue
2021
10.1109/TCOMM.2021.3056089
IEEE Transactions on Communications
Keywords
DocType
Volume
Optimization,Elastic computing,Task analysis,Redundancy,Heterogeneous networks,Encoding,Distributed databases
Journal
69
Issue
ISSN
Citations 
5
0090-6778
1
PageRank 
References 
Authors
0.38
0
3
Name
Order
Citations
PageRank
Nicholas Woolsey1156.06
Rong-Rong Chen27010.31
Mingyue Ji364151.43