Toward elastic memory management for cloud data analytics
Jingjing Wang, Magdalena Bałazińska · 2016
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.