Data Movement in Hybrid Analytic Systems: A Case for Automation

Hybrid data analysis systems integrate an analytic tool and a data management tool. While hybrid systems have benefits, in order to be effective data movement between the two hybrid components must be minimized. Through experimental results we demon-strate that under workloads whose inputs vary in size, shape, and location, automation is the only practical way to manage data movement in hybrid systems