A scheduling framework implemented on top of Apache Mesos. One greedy heuristic-based (BFD: Best Fit Decreasing) algorithm is implemented in the scheduling framework. In addition, an Integer Linear Programming (ILP) based approach has also been implemented to solve the resource allocation problem in the scheduler.

The outcome of this work is under review and titled as "Cost-efficient Dynamic Scheduling of Big Data Applications in Apache Spark on Cloud"