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Very Large Scale Computation in the 21st Century is written by Jill P. Mesirov and published by SIAM. It's available with International Standard Book Number or ISBN identification 0898712793 (ISBN 10) and 9780898712797 (ISBN 13).
This text on very large scale computation in the 21st century covers such topics as: challenges in the natural sciences and physics; chemistry; fluid dynamics; astrophysics; biology; challenges in engineering; challenges in algorithm design; and challenges in system design.