ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance

3 code implementations • 17 Oct 2019 • Rahul Krishna, Chong Tang, Kevin Sullivan, Baishakhi Ray

For cost reduction, we developed and experimentally tested and validated two approaches: using scaled-up big data jobs as proxies for the objective function for larger jobs and using a dynamic job similarity measure to infer that results obtained for one kind of big data problem will work well for similar problems.

Efficient Exploration