Title
Towards Dependency-Aware Cache Management for Data Analytics Applications
Abstract
Memory caches are being used aggressively in today's data analytics systems such as Spark, Tez, and Piccolo. The significant performance impact of caches and their limited sizes call for efficient cache management in data analytics clusters. However, prevalent data analytics systems employ rather simple cache management policies—notably Least Recently Used (LRU) and Least Frequently Used (LFU)—tha...
Year
DOI
Venue
2022
10.1109/TCC.2019.2945015
IEEE Transactions on Cloud Computing
Keywords
DocType
Volume
Task analysis,Data analysis,Sparks,Peer-to-peer computing,Cloud computing,Semantics
Journal
10
Issue
ISSN
Citations 
1
2168-7161
0
PageRank 
References 
Authors
0.34
14
5
Name
Order
Citations
PageRank
Yinghao Yu1193.02
Chengliang Zhang252.11
Wei Wang333832.88
Jun Zhang43772190.36
K. B. Letaief511078879.10