TY - BOOK AU - Bailey,David H. AU - Lucas,Robert F. AU - Williams,Samuel Watkins TI - Performance tuning of scientific applications T2 - Chapman & Hall/CRC computational science SN - 9781439815694 (hbk.) PY - 2011/// CY - Boca Raton, FL PB - CRC Press KW - Science KW - Data processing KW - Evaluation KW - Electronic digital computers KW - System design KW - Computer programs N1 - Includes bibliographical references and index N2 - 'This book presents an overview of recent research and applications in computer system performance for scientific and high performance computing. After a brief introduction to the field of scientific computer performance, the text provides comprehensive coverage of performance measurement and tools, performance modeling, and automatic performance tuning. It also includes performance tools and techniques for real-world scientific applications. Various chapters address such topics as performance benchmarks, hardware performance counters, the PMaC modeling system, source code-based performance modeling, climate modeling codes, automatic tuning with ATLAS, and much more'-- ER -