Software engineering and performance: a roadmap
Proceedings of the Conference on The Future of Software Engineering
Predictive performance and scalability modeling of a large-scale application
Proceedings of the 2001 ACM/IEEE conference on Supercomputing
Two approaches to integrating UML and performance models
WOSP '02 Proceedings of the 3rd international workshop on Software and performance
A framework for performance modeling and prediction
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Performance modeling and optimization of a high energy colliding beam simulation code
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Automatic performance analysis with periscope
Concurrency and Computation: Practice & Experience - Scalable Tools for High-End Computing
HPCTOOLKIT: tools for performance analysis of optimized parallel programs http://hpctoolkit.org
Concurrency and Computation: Practice & Experience - Scalable Tools for High-End Computing
The Scalasca performance toolset architecture
Concurrency and Computation: Practice & Experience - Scalable Tools for High-End Computing
Toward performance models of MPI implementations for understanding application scaling issues
EuroMPI'10 Proceedings of the 17th European MPI users' group meeting conference on Recent advances in the message passing interface
Parallel zero-copy algorithms for fast Fourier transform and conjugate gradient using MPI datatypes
EuroMPI'10 Proceedings of the 17th European MPI users' group meeting conference on Recent advances in the message passing interface
A framework to develop symbolic performance models of parallel applications
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
TAUmon: scalable online performance data analysis in TAU
Euro-Par 2010 Proceedings of the 2010 conference on Parallel processing
Performance modeling for systematic performance tuning
State of the Practice Reports
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Application performance is critical in high-performance computing (HPC), however, it is not considered in a systematic way in the HPC software development process. Integrated performance models could improve this situation. Advanced analytic performance modeling and performance analysis tools exist in isolation but have similar goals and could benefit mutually. We find that existing analysis tools could be extended to support analytic performance modeling and performance models could be used to improve the understanding of real application performance artifacts. We show a simple example of how a tool could support developers of analytic performance models. Finally, we propose to implement a strategy for integrated tool-supported performance modeling during the whole software development process.