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Abstract: This paper presents an in-depth analysis of Hadoop's master-slave architecture, a cornerstone of large-scale data processing frameworks. The architecture's key features include the ...

Abstract: The performance of big data workflows depends on both the workflow mapping scheme, which determines task assignment and container allocation in Hadoop, and the on-node scheduling policy, ...