Scalable Algorithms for Data and Network Analysis
Author | : Shang-Hua Teng |
Publisher | : |
Total Pages | : 292 |
Release | : 2016-05-04 |
ISBN-10 | : 1680831305 |
ISBN-13 | : 9781680831306 |
Rating | : 4/5 (05 Downloads) |
Download or read book Scalable Algorithms for Data and Network Analysis written by Shang-Hua Teng and published by . This book was released on 2016-05-04 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the age of Big Data, efficient algorithms are in high demand. It is also essential that efficient algorithms should be scalable. This book surveys a family of algorithmic techniques for the design of scalable algorithms. These techniques include local network exploration, advanced sampling, sparsification, and geometric partitioning.