Parallel Computing for Data Science ─ With Examples in R, C++ and CUDA
商品資訊
系列名：Chapman & Hall / CRC the R
ISBN13：9781466587014
出版社：Taylor & Francis
作者：Norman Matloff
出版日：2015/06/30
裝訂／頁數：精裝／250頁
規格：24.1cm*16.5cm*2.5cm (高/寬/厚)
商品簡介
With a focus on multicore machines and clusters as well as GPU computing, this book covers parallel R in the broad context of the general principles of parallel computing. It gives concrete technical details on the various packages and methods of parallel computation in R, along with numerous examples of code. The book also explains general parallel programming issues, including loop scheduling, communications delays, and the implications of hardware structures on communications delays.
作者簡介
Dr. Norman Matloff is a professor of computer science at the University of California, Davis, where he was a founding member of the Department of Statistics. He is a statistical consultant and a former database software developer. He has published numerous articles in prestigious journals, such as the ACM Transactions on Database Systems,ACM Transactions on Modeling and Computer Simulation, Annals of Probability,Biometrika, Communications of the ACM, and IEEE Transactions on Data Engineering. He earned a PhD in pure mathematics from UCLA, specializing in probability/functional analysis and statistics.
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