PADC 2002

Workshop on Performance Analysis and Distributed Computing

19.-23.August 2002
Schloss Dagstuhl

Please visit the official seminar page at Dagstuhl.


The performance of parallel and distributed systems and applications - its evaluation, analysis, prediction and optimization - is a fundamental topic for research investigation and a technological problem that requires innovations in tools and techniques to keep pace with system and application evolution. This dual view of performance "science" and performance "technology" jointly spans broad fields of performance modeling, evaluation, instrumentation, measurement, analysis, monitoring, optimization, and prediction.

Most of the past and current research on performance analysis is focused on high-performance computing using dedicated parallel machines since performance is the ultimate goal in this environment. Future applications in the area of high-performance computing will not only use individual parallel systems but a large set of networked resources. This scenario of computational and data grids is attracting a lot of attention from application scientists as well as from computer scientists. In addition to the inherent complexity of program tuning on parallel machines, the sharing of resources and the transparency of the actual available resources introduce new challenges on performance analysis systems and performance tuning techniques. To meet those challenges, experts in parallel computing have to work together with experts in distributed computing. Aspects such as network performance, quality-of-service, security, heterogeneity, middleware systems, and object-oriented modeling - just to mention a few - will have a big impact on grid computing strategies.

Therefore, the workshop will bring together people from high-performance and distributed computing to discuss the impact of the following aspects on performance analysis for grid environments. The workshop will develop perspectives for performance oriented program development not only in scientific computing but also in commercial distributed computing. The workshop is scheduled for the week before Euro-Par in Paderborn to allow people to attend both events.

Topics to be covered include:

bulletPerformance analysis tools and techniques for parallel computers
bulletPerformance tools for distributed applications
bulletNetwork performance measurement and quality-of-service
bulletPerformance models
bulletPerformance data requirements of
bulletadaptive algorithms, e.g. caching schemes for web services and video streaming as well as load balancing techniques
bulletscheduling and resource management techniques
bulletaccounting for grid environments
bulletStandard formats for performance data and protocols for accessing performance data
bulletAutomation techniques for the performance analysis process
bulletSecurity requirements for performance analysis systems
bulletIntegration of performance analysis and performance tuning

Organizers

bulletMichael Gerndt, TU München
bulletVladimir Getov, University of Westminster
bullet Adolfy Hoisie, Los Alamos National Laboratory
bullet Allen Malony, University of Oregon
bulletBart Miller, University of Wisconsin-Madison

Participation

Participation is by invitation only.

Pictures