This work is partially supported by the CAS Hundred Talents Program, the General Project of the National Natural Science Foundation of China (61572468), the Innovative Community Project of the National Natural Science Foundation of China (61521092).
[1] DEAN J, GHEMAWAT S. MapReduce:simplified data processing on large cluster[J]. Communication of the ACM-50th Anniversary Issue:1958-2008, 2008, 51(1):107-113. [2] ZAHARIA M. An architecture for fast and general data processing on large clusters, UCB/EECS-2014-12[R]. Berkeley:University of California at Berkeley, 2014. [3] ZAHARIA M, CHOWDHURY M, DAS T, et al. Resilient distributed datasets:a fault-tolerant abstraction for in-memory cluster computing[C]//NSDI'12:Proceedings of the 9th USENIX Conference on Networked Systems Design and Implementation. Berkeley, CA:USENIX Association, 2012:15-28. [4] The Apache Software Foundation. Apache Spark[EB/OL].[2016-05-30]. http://spark.apache.org/. [5] The Apache Software Foundation. Apache Hadoop[EB/OL].[2016-05-30]. http://hadoop.apache.org/. [6] SARIMBEKOV A, STADLER L, BULEJ L, et al. Workload characterization of JVM languages[J]. Software:Practice and Experience, 2016, 46(8):1053-1089. [7] ISARD M, BUDIU M, YU Y, et al. Dryad:distributed data-parallel programs for sequential building blocks[C]//EuroSys'07:Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007. New York:ACM, 2007:59-72. [8] BERKHIUT J. Google's PageRank algorithm for ranking nodes in general networks[C]//Proceedings of the 201613th International Workshop on Discrete Event Systems. Piscataway, NJ:IEEE, 2016:163-172. [9] PAGE L, BRIN S, MOTWANI R, et al. The PageRank citation ranking:bringing order to the Web, Technical Report 1999-66[R/OL]. California:Stanford University, 1999[2016-04-11]. http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf. [10] Transaction Processing Performance Council. TPC BenchmarkTM H Standard Specification Revision 2.17.1[S/OL].[2016-05-30]. http://www.tpc.org/tpc_documents_current_versions/pdf/tpc-h_v2.17.1.pdf. [11] MALEWIEZ G, AUSTEM M H, BIK A J C, et al. Pregel:a system for large-scale graph processing[C]//SIGMOD'10:Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data. NewYork:ACM, 2010:135-146. [12] CARSTOIU D, LEPADATU E, GASPAR M. Hbase-non-SQL database, performances evaluation[J]. International Journal of Advancements in Computing Technology, 2010:2(5):42-52.