Performance Analysis of a Cluster Management System with Stress Cases
Acta Polytechnica Hungarica · 2016
Cluster computing frameworks are important in the "Big Data" world.The famous common framework is the MapReduce that was introduced by Google.This framework is used by many of companies.However, this technique doesn't effectively solve all analytical problems.Some cases need another framework and these frameworks can work in the cluster.In this case, the cluster needs a manager that manages the framework.Therefore, the performance analysis of cluster management systems will be important.In this paper, we compare the performance of two most well-known cluster management systems (Yarn, Mesos) with stress cases.We analyze the resource usage techniques of the management systems.