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Hierarchical MapReduce Programming Model and Scheduling Algorithms

Yuan Luo, Beth Plale
2012 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)  
We present a Hierarchical MapReduce framework that gathers computation resources from different clusters and runs MapReduce jobs across them.  ...  The applications implemented in this framework adopt the Map-Reduce-GlobalReduce model where computations are expressed as three functions: Map, Reduce, and GlobalReduce.  ...  ACKNOWLEDGMENT Our thanks to Professors Geoffrey Fox and Judy Qiu at Indiana University, and Dr. Wilfred Li at University of California, San Diego, for their valuable feedback on our work.  ... 
doi:10.1109/ccgrid.2012.132 dblp:conf/ccgrid/LuoP12 fatcat:56nbhhlslbezrhgxlfzhgxv7nm