IEEE Computer Society - Towards Dependency-Aware Cache Management for Data Analytics Applications

Author(s): Yinghao Yu ; Chengliang Zhang ; Wei Wang ; Jun Zhang ; Khaled Letaief
Sponsor(s): IEEE Computer Society
Publisher: IEEE Computer Society
Volume: PP
Page(s): 1
ISSN (CD): 2372-0018
ISSN (Electronic): 2168-7161
DOI: 10.1109/TCC.2019.2945015

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... View More