Don't cry over spilled records: Memory elasticity of data-parallel applications and its application to cluster scheduling

Calin Iorgulescu, Florin Dinu, Aunn Raza +2

Understanding the performance of data-parallel workloads when resource-constrained has significant practical importance but unfortunately has received only limited attention. This…