Data-intensive computing architectures, algorithms, and applications - Gorton, Ian.; Gracio, Deborah K., 1965-; Safari eBooks (Cambridge, UK ; New York : Cambridge University Press, 2013)
1. Data-intensive computing: a challenge for the 21st century / Ian Gorton and Deborah K. Gracio -- 2. The anatomy of data-intensive computing applications / Ian Gorton and Deborah K. Gracio -- 3. Hardware architectures for data-intensive computing problems: a case study for string matching / Antonino Tumeo, Oreste Villa and Daniel Chavarr(acute)ia-Miranda -- 4. Data management architectures / Terence Critchlow, Ghaleb Abdulla, Jacek Becla, Kerstin Kleese-Van Dam, Sam Lang and Deborah L. McGuinness -- 5. Large scale data management techniques in cloud computing platforms / Sherif Sakr and Anna Liu -- 6. Dimension reduction for streaming data / Chandrika Kamath -- 7. Binary classification with support vector machines / Patrick Nichols, Bobbie-Jo Webb-Robertson and Christopher Oehmen -- 8. Beyond MapReduce: new requirements for scalable data processing / Bill Howe -- 9. Letting the data do the talking: hypothesis discovery from large-scale datasets in real time / Christopher Oehmen, Scott Dowson, Wes Hatley, Justin Almquist, Bobbie-Jo Webb-Robertson, Jason McDermott, Ian Gorton and Lee Ann McCue -- 10. Data-intensive visual analysis for cybersecurity / William A. Pike, Daniel M. Best, Douglas V. Love and Shawn J. Bohn.
Description based on print version record.
Includes bibliographical references and index.
Keywords: High performance computing; Database management; Computer storage devices; Software architecture; Data transmission systems; Electronic books