A speculative approach to spatial-temporal efficiency with multi-objective optimization in a heterogeneous cloud environment

@article{Liu2016ASA,
  title={A speculative approach to spatial-temporal efficiency with multi-objective optimization in a heterogeneous cloud environment},
  author={Qi Liu and Tom Weidong Cai and Jian Shen and Zhangjie Fu and Xiaodong Liu and Nigel Linge},
  journal={Security and Communication Networks},
  year={2016},
  volume={9},
  pages={4002-4012}
}
A heterogeneous cloud system, for example, a Hadoop 2.6.0 platform, provides distributed but cohesive services with rich features on large-scale management, reliability, and error tolerance. As big data processing is concerned, newly built cloud clusters meet the challenges of performance optimization focusing on faster task execution and more efficient usage of computing resources. Presently proposed approaches concentrate on temporal improvement, that is, shortening MapReduce time, but seldom… CONTINUE READING