Workload Management for Big Data Analytics Ashraf Aboulnaga University of Waterloo + Qatar Computing Research Institute Shivnath Babu Duke University Database Workloads On-line Airline Transactional Reservation Analytical OLAP Batch Payroll BI Report Generation This tutorial Different tuning for different workloads Different systems support different workloads Trend towards mixed work