PPT-Parallelizing

Author : jane-oiler | Published Date : 2016-07-02

LargeScale DataProcessing Applications with Data Skew A Case Study in ProductOffer Matching Ekaterina Gonina UC Berkeley Anitha Kannan John Shafer Mihai

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Parallelizing: Transcript

LargeScale DataProcessing Applications with Data Skew A Case Study in ProductOffer Matching Ekaterina Gonina UC Berkeley Anitha Kannan John Shafer Mihai Budiu Microsoft . Wright Computer Sciences Department University of WisconsinMadison 1210 W Dayton St Madison WI 53706 June 2011 Abstract Stochastic Gradient Descent SGD is a popular algorithm that can achieve stateoftheart performance on a variety of machine learnin Live Migration of Virtual Machines. Xiang Song . Jicheng. Shi, Ran Liu, . Jian. Yang, . Haibo. Chen. IPADS of Shanghai Jiao Tong University. Fudan University. Virtual. . Clouds. Live VM Migration. Thisarticlepresentsanewanalysistechnique,commutativityanalysis,forautomaticallyparallelizingcomputa Kaushik . Veeraraghavan . Dongyoon. Lee, . Benjamin . Wester. , . Jessica . Ouyang. , . Peter . M. . Chen, . Jason . Flinn. , . Satish. . Narayanasamy. University of Michigan. Deterministic replay. Ed Nightingale Dan Peek, Peter Chen. Jason Flinn. Microsoft Research University of Michigan. Run-time security checks. Provide run-time intrusion detection/prevention. Many powerful checks have been proposed. Martin Burtscher. Department of Computer Science. CUDA Optimization Tutorial. Martin Burtscher. burtscher@txstate.edu. http://www.cs.txstate.edu/~burtscher/. Tutorial slides. http://www.cs.txstate.edu/~burtscher/tutorials/COT5/slides.pptx. Kaushik . Veeraraghavan . Dongyoon. Lee, . Benjamin . Wester. , . Jessica . Ouyang. , . Peter . M. . Chen, . Jason . Flinn. , . Satish. . Narayanasamy. University of Michigan. Deterministic replay. Ed Nightingale Dan Peek, Peter Chen. Jason Flinn. Microsoft Research University of Michigan. Run-time security checks. Provide run-time intrusion detection/prevention. Many powerful checks have been proposed. MiniSat. I-Ting Angelina Lee Justin Zhang . May 05, 2010. 6.884 Final Project Presentation. Bottomline. Ok, so we parallelized . MiniSat. . …. 6.884 Final Project Presentation. Parallel . : Exploiting Parallelism To Scale Software Routers. Mihai . Dobrescu. . et al.. SOSP 2009 Best Paper. Presentor. : Hun . Namkung. Contents. Introduction. Parallelizing Across Servers. Parallelizing Within Servers. Sameera K. Abeykoon. Meifeng Lin. Kerstin Kleese van Dam. Talk outline. Scikit- beam. X-ray Photon. correlation Spectroscopy (XPCS). One-time correlation. . Two-time. Mihai . Dobrescu. . et al.. SOSP 2009 Best Paper. Presentor. : Hun . Namkung. Contents. Introduction. Parallelizing Across Servers. Parallelizing Within Servers. Evaluation. Conclusion. HW Router. RouteBricks.

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