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MEST: A Model-Driven Efficient Searching Approach for MapReduce Self-Tuning Journal article
IEEE Access, 2017,Volume: 5,Page: 3580 - 3593
Authors:  ZHENDONG BEI;  ZHIBIN YU;  QIXIAO LIU;  CHENGZHONG XU;  SHENGZHONG FENG;  SHUANG SONG
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Mapreduce  Hadoop  Self-tuning  Model Trees  Genetic Algorithm  
Big-data processing techniques and their challenges in transport domain Journal article
CNKI, 2015
Authors:  Aftab Ahmed Chandio;  Nikos Tziritas;  Cheng-Zhong Xu
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Big-data  Mapreduce  Bulk Synchronous Parallel  Cloud Computing  Transportation Management Systems  
A characterization of big data benchmarks Conference paper
Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, Santa Clara, CA, OCT 06-09, 2013
Authors:  Xiong,Wen;  Yu,Zhibin;  Bei,Zhendong;  Zhao,Juanjuan;  Zhang,Fan;  Zou,Yubin;  Bai,Xue;  Li,Ye;  Xu,Chengzhong
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Mapreduce  Micro-architecture Metrics  Similarity  Trajectory Data  Workloads  
Interference and Locality-Aware Task Scheduling for MapReduce Applications in Virtual Clusters Conference paper
Proceedings of the 22nd international symposium on High-performance parallel and distributed computing, New York, USA, June 17 - 21, 2013
Authors:  Xiangping Bu;  Jia Rao;  Cheng-Zhong Xu
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Mapreduce  Cloud Computing  Task Scheduling