Incorporation of prescriptive analytics for performance engineering and dynamic performance management of Big Data applications

Abstract

In a complex Big Data environment applications compete for resources and affect each other performance. Selection of Machine Learning Algorithms and Machine Learning Libraries and Big Data YARN's Scheduler, Queues and Containers rules can significantly affect accuracy, performance and scalability of Big Data applications.