Toward elastic memory management for cloud data analytics

Jingjing Wang, Magdalena Balazinska
2016 Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond - BeyondMR '16  
We present several key elements towards elastic memory management in modern big data systems. The goal of our approach is to avoid out-of-memory failures without over-provisioning but also to avoid garbage-collection overheads when possible.
doi:10.1145/2926534.2926541 dblp:conf/sigmod/WangB16 fatcat:ef6lzm5iffanxoqyu3q64icjsy