MapReduce
Tóm tắt
MapReduce là một mô hình lập trình và một cách triển khai liên quan để xử lý và sinh ra các tập dữ liệu lớn, phù hợp với nhiều nhiệm vụ trong thực tế. Người dùng xác định phép tính theo các hàm
Từ khóa
Tài liệu tham khảo
Hadoop: Open source implementation of MapReduce. http://lucene. apache.org/hadoop/. Hadoop: Open source implementation of MapReduce. http://lucene. apache.org/hadoop/.
The Phoenix system for MapReduce programming. http://csl.stanford. edu/~christos/sw/phoenix/. The Phoenix system for MapReduce programming. http://csl.stanford. edu/~christos/sw/phoenix/.
Bent , J. , Thain , D. , Arpaci-Dusseau , A. C. , Arpaci-Dusseau , R. H. , and Livny , M . 2004. Explicit control in a batch-aware distributed file system . In Proceedings of the 1st USENIX Symposium on Networked Systems Design and Implementation (NSDI). Bent, J., Thain, D., Arpaci-Dusseau, A. C., Arpaci-Dusseau, R. H., and Livny, M. 2004. Explicit control in a batch-aware distributed file system. In Proceedings of the 1st USENIX Symposium on Networked Systems Design and Implementation (NSDI).
Chu , C.-T. , Kim , S. K. , Lin , Y. A. , Yu , Y. , Bradski , G. , Ng , A. , and Olukotun , K . 2006. Map-Reduce for machine learning on multicore . In Proceedings of Neural Information Processing Systems Conference (NIPS) . Vancouver, Canada. Chu, C.-T., Kim, S. K., Lin, Y. A., Yu, Y., Bradski, G., Ng, A., and Olukotun, K. 2006. Map-Reduce for machine learning on multicore. In Proceedings of Neural Information Processing Systems Conference (NIPS). Vancouver, Canada.
Dean , J. and Ghemawat , S. 2004 . MapReduce: Simplified data processing on large clusters. In Proceedings of Operating Systems Design and Implementation (OSDI). San Francisco , CA. 137 - 150 . Dean, J. and Ghemawat, S. 2004. MapReduce: Simplified data processing on large clusters. In Proceedings of Operating Systems Design and Implementation (OSDI). San Francisco, CA. 137-150.
Gorlatch , S. 1996. Systematic efficient parallelization of scan and other list homomorphisms . In L. Bouge, P. Fraigniaud, A. Mignotte, and Y. Robert, Eds. Euro-Par'96. Parallel Processing , Lecture Notes in Computer Science , vol. 1124 . Springer-Verlag . 401-408 Gorlatch, S. 1996. Systematic efficient parallelization of scan and other list homomorphisms. In L. Bouge, P. Fraigniaud, A. Mignotte, and Y. Robert, Eds. Euro-Par'96. Parallel Processing, Lecture Notes in Computer Science, vol. 1124. Springer-Verlag. 401-408
Gray J. Sort benchmark home page. http://research.microsoft.com/barc/SortBenchmark/. Gray J. Sort benchmark home page. http://research.microsoft.com/barc/SortBenchmark/.
Huston , L. , Sukthankar , R. , Wickremesinghe , R. , Satyanarayanan , M. , Ganger , G. R. , Riedel , E. , and Ailamaki , A . 2004. Diamond: A storage architecture for early discard in interactive search . In Proceedings of the 2004 USENIX File and Storage Technologies FAST Conference. Huston, L., Sukthankar, R., Wickremesinghe, R., Satyanarayanan, M., Ganger, G. R., Riedel, E., and Ailamaki, A. 2004. Diamond: A storage architecture for early discard in interactive search. In Proceedings of the 2004 USENIX File and Storage Technologies FAST Conference.