PPT-Iterative MapReduce E

Author : mitsue-stanley | Published Date : 2018-03-18

nabling HPCCloud Interoperability S A L S A HPC Group httpsalsahpcindianaedu School of Informatics and Computing Indiana University Workshop on Petascale Data

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Iterative MapReduce E: Transcript

nabling HPCCloud Interoperability S A L S A HPC Group httpsalsahpcindianaedu School of Informatics and Computing Indiana University Workshop on Petascale Data Analytics Challenges and . S. A. L. S. A. . HPC Group . http://. salsahpc.indiana.edu. School of Informatics and Computing. Indiana University. Judy . Qiu. . Thilina. . Gunarathne. . CAREER Award. Outline. Iterative . NSF Cloud PI Workshop. March 17, 2011. . Judy Qiu. http://salsahpc.indiana.edu . School of Informatics and Computing. Indiana University. Twister . v0.9. March 15, 2011. New . Infrastructure . for . Computations. K-means. Performance of K-Means. Smith Waterman is a non iterative case and of course runs fine. Matrix Multiplication . 64 cores. Square blocks Twister. Row/Col . decomp. Twister. Paradigms Activity at Data Intensive Workshop. . Shantenu Jha represented by . Geoffrey Fox. gcf@indiana.edu. . . http://www.infomall.org. . http://www.futuregrid.org. . . http://salsahpc.indiana.edu. Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments. Thilina. . Gunarathne. (tgunarat@indiana.edu). Advisor : . Jaliya Ekanayake. Community Grids Laboratory, . Digital Science Center. Pervasive Technology Institute. Indiana University. HPDC – 2010 MAPREDUCE’10 Workshop, Chicago, 06/22/2010. Acknowledgements to:. Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments. Thilina. . Gunarathne. (tgunarat@indiana.edu). Advisor : . Yang . Ruan. , . Zhenhua . Guo. , . Yuduo. Zhou, Judy . Qiu. , Geoffrey Fox. Indiana . University, US. Outline. Introduction and Background. MapReduce. Iterative MapReduce. Distributed Workflow . Management Systems. . Shantenu Jha represented by . Geoffrey Fox. gcf@indiana.edu. . . http://www.infomall.org. . http://www.futuregrid.org. . . http://salsahpc.indiana.edu/. . Director, Digital Science Center, Pervasive Technology Institute. The Second International Workshop on . Data Intensive Computing in the Clouds (DataCloud-SC11) . at SC11. November 14 2011. Geoffrey Fox. gcf@indiana.edu. . . http://www.infomall.org. . Judy Qiu, Indiana University. Prof. David Crandall. Computer Vision. Prof. Filippo Menczer. Complex Networks and Systems. Bingjing. Zhang. Acknowledgement. Xiaoming. . Gao. Stephen Wu. Thilina. . : The Case for an Integrating Apache Big Data Stack with HPC . 1st JTC 1 SGBD Meeting. SDSC San Diego March 19 . 2014. Judy Qiu. Shantenu. . Jha. (Rutgers). Geoffrey Fox . gcf@indiana.edu. . http. ://. SALSA. hpc.indiana.edu. . School of Informatics and Computing. Indiana University. Indexed. HBase. Analysis Tools for . Data Enabled Science. Summer Workshop on Algorithms and . Cyberinfrastructure. Computations. K-means. Performance of K-Means. Smith Waterman is a non iterative case and of course runs fine. Matrix Multiplication . 64 cores. Square blocks Twister. Row/Col . decomp. Twister.

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