Title :
A Performance Tuning Strategy for Complex Parallel Application
Author :
Guevara, A. ; Cesar, E. ; Sorribes, J. ; Margalef, T. ; Luque, E. ; Moreno, A.
Author_Institution :
Comput. Archit. & Oper. Syst., Univ. Autonoma de Barcelona, Bellaterra, Spain
Abstract :
Defining performance models associated with the application structure has been proven a useful strategy for implementing dynamic tuning tools. However, for extending this strategy to more complex applications (those composed by different structures) it must integrate a policy for the distribution of the resources among the different application components. Consequently, we propose to take advantage of the knowledge of these models and combine them with a resource management policy for obtaining a global model. In this sense, this work constitutes the ongoing effort in the development of performance models for dynamic tuning.
Keywords :
parallel processing; tuning; complex parallel application; dynamic tuning; performance tuning strategy; resource distribution; resource management policy; Application software; Computer architecture; Monitoring; Operating systems; Parallel processing; Parallel programming; Performance analysis; Pipelines; Proposals; Resource management; Master/Worker; Pipeline; composite models; dynamic tuning;
Conference_Titel :
Parallel, Distributed and Network-Based Processing (PDP), 2010 18th Euromicro International Conference on
Conference_Location :
Pisa
Print_ISBN :
978-1-4244-5672-7
Electronic_ISBN :
1066-6192
DOI :
10.1109/PDP.2010.34