Performance Optimization for Short MapReduce Job Execution in Hadoop

Hadoop MapReduce is a widely used parallel computing framework for solving data-intensive problems. To be able to process large-scale datasets, the fundamental design of the standard Hadoop places more emphasis on high-throughput of data than on job execution performance. This causes performance lim...

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Bibliographische Detailangaben

Hauptverfasser:	Jinshuang Yan, Xiaoliang Yang, Rong Gu, Chunfeng Yuan, Yihua Huang
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithm design and analysis Delay Heart beat job execution MapReduce Optimization methods parallel computing Parallel processing performance optimization
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