Debugging and Performance Tuning for Parallel Computing Systems: 22 - Hardcover

Reseña del editor

For several years, it has been economically and technically feasible to build parallel systems that scale from tens to hundreds of processors. By necessity tools embody knowledge of the execution environment, identifying performance bottlenecks or logical program errors in terms of application code constructs and their interaction with the execution environment. Experience comes with time, as tool developers understand the common programming idioms, the interactions of application code and the underlying hardware and software, and the user interfaces best suited for relating these interactions in intuitive ways. Simply put developing good tools takes time, experience, and substantial effort.

This book contains papers and working group summaries from discussions on software tools for parallel computer systems that explore the current situation, outline research issues, and technology transition remedies. Developers of both debugging and performance analysis tools and application developers and vendors discuss the technical and sociological problems facing the field. The goal of this book is to maximize the return from shared development so that the reader can learn from others' needs and frustrations in building and using tools on parallel systems. It covers three major research themes: tools for task and data parallel languages, techniques for real-time adaptive system control, and optimization of heterogeneous metacomputing applications.

Contraportada

A full understanding of the common programming idioms and the interactions of application code and its underlying hardware and software are needed in order to develop good tools. This book explores software tools for parallel computer systems and details the current situation, outlines research issues, and discusses technology transition remedies. It also presents intuitive examples of the user interfaces best suited for illustrating these interactions.

In this book, developers of both debugging and performance analysis tools, application developers, and vendors discuss the technical and sociological problems facing the field. These discussions let you learn from others needs and frustrations in building and using tools on parallel systems. The book covers three major research themes:

• tools for task and data parallel languages
• techniques for real-time adaptive system control
• and optimization of heterogeneous metacomputing applications.