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PACE - A toolset for the performance prediction of parallel and distributed systems

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UNSPECIFIED (2000) PACE - A toolset for the performance prediction of parallel and distributed systems. In: 1st NASA Workshop on Performance Engineered Information Systems, SEP 28, 1998-SEP 29, 1999, MOFFETT FIELD, CALIFORNIA.

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Abstract

This paper describes a methodology that provides detailed predictive performance information throughout the software design and implementation cycles. It is structured around a hierarchy of performance models that describe the computing system in terms of its software, parallelization, and hardware components. The methodology is illustrated with an implementation, the performance analysis and characterization environment (PACE) system, which provides information concerning execution time, scalability, and resource use. A principal aim of the work is to provide a capability for rapid calculation of relevant performance numbers without sacrificing accuracy. The predictive nature of the approach provides both pre- and postimplementation analyses and allows implementation alternatives to be explored prior to the commitment of an application to a system. Because of the relatively fast analysis times, these techniques can be used at runtime to assist in application steering and scheduling with reference to dynamically changing systems and metacomputing.

Item Type: Conference Item (UNSPECIFIED)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Journal or Publication Title: INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
Publisher: SAGE PUBLICATIONS INC
ISSN: 1094-3420
Date: 2000
Volume: 14
Number: 3
Number of Pages: 24
Page Range: pp. 228-251
Publication Status: Published
Title of Event: 1st NASA Workshop on Performance Engineered Information Systems
Location of Event: MOFFETT FIELD, CALIFORNIA
Date(s) of Event: SEP 28, 1998-SEP 29, 1999
URI: http://wrap.warwick.ac.uk/id/eprint/12299

Data sourced from Thomson Reuters' Web of Knowledge

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