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:
 | Performance analysis tools and techniques for parallel computers |
 | Performance tools for distributed applications |
 | Network performance measurement and quality-of-service |
 | Performance models |
 | Performance data requirements of
 | adaptive algorithms, e.g. caching schemes for web services and video
streaming as well as load balancing techniques |
 | scheduling and resource management techniques |
 | accounting for grid environments |
|
 | Standard formats for performance data and protocols
for accessing performance data |
 | Automation techniques for the performance analysis process |
 | Security requirements for performance analysis systems |
 | Integration of performance analysis and performance tuning |