Improving Performance of Heterogeneous MapReduce Clusters with Adaptive Task Tuning - Cheng, Dazhao; Rao, Jia; Guo, Yanfei; Jiang, Changjun; Zhou, Xiaobo (IEEE transactions on parallel and distributed systems, 2017)
Keywords: Adaptive algorithms; Algorithms; Cloud computing; Cluster analysis; Clustering; Clustering algorithms; Completion time; Configuration management; Configurations; Data centers; genetic algorithm; Genetic algorithms; Hardware; Heterogeneity; heterogeneous clusters; Industries; Interference; MapReduce performance improvement; Nodes; Optimization; Performance degradation; Production scheduling; Self tuning; self-adaptive task tuning; Task scheduling; Tuning; Vector quantization