Behavior Models for Computer Programs. Understand and Improve Software Behavior by Program Analysis, Statistical Modeling, and Adaptive Management

Behavior Models for Computer Programs. Understand and Improve Software Behavior by Program Analysis, Statistical Modeling, and Adaptive Management

Chengliang Zhang

     

бумажная книга



Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6390-6797-2
Объём: 176 страниц
Масса: 288 г
Размеры(В x Ш x Т), см: 23 x 16 x 1

In many senses, today's complex software systems are very similar to a live organism. This motivates us to study software by investigating its behavior. While traditional modular-based analysis identifies static data and control flow, the actual behavior is determined not just by individual program modules but more so by their run-time interactions driven by program inputs and influenced by the execution environment. Program behavior analysis augments traditional compiler analysis by analyzing the program traces. It builds statistical models to identify large-scale, aggregate patterns and expose opportunities for program optimization. This book describes three behavior models and their use in improving program performance. The new models and techniques extend the programmer's toolbox with new primitives for measuring and modifying composite program behavior, a task that has become necessary for the production of efficient and reliable software on modern computer systems. The behavior models are especially useful for professionals working on program performance optimization. They are also enlightening for the programmers who care about the performance of their software system.

Данное издание не является оригинальным. Книга печатается по технологии принт-он-деманд после получения заказа.

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