A framework for performance modeling and prediction
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Using SimPoint for accurate and efficient simulation
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
An API for Runtime Code Patching
International Journal of High Performance Computing Applications
International Journal of High Performance Computing Applications
A performance prediction framework for scientific applications
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Cross-Platform Performance Prediction of Parallel Applications Using Partial Execution
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
Performance modeling and optimization of a high energy colliding beam simulation code
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Performance prediction of large-scale parallell system and application using macro-level simulation
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Information Technology and Management
Short-term performance management by priority-based queueing
Service Oriented Computing and Applications
ScalaExtrap: trace-based communication extrapolation for spmd programs
Proceedings of the 16th ACM symposium on Principles and practice of parallel programming
Memory Trace Compression and Replay for SPMD Systems using Extended PRSDs?
ACM SIGMETRICS Performance Evaluation Review - Special issue on the 1st international workshop on performance modeling, benchmarking and simulation of high performance computing systems (PMBS 10)
An idiom-finding tool for increasing productivity of accelerators
Proceedings of the international conference on Supercomputing
ScalaExtrap: Trace-based communication extrapolation for SPMD programs
ACM Transactions on Programming Languages and Systems (TOPLAS)
Extending the BT NAS parallel benchmark to exascale computing
SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
An exploration of performance attributes for symbolic modeling of emerging processing devices
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
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We present an overview of current research in performance modeling, focusing on efforts underway in the Performance Evaluation Research Center (PERC). Using some new techniques, we are able to construct performance models that can be used to project the sustained performance of large-scale scientific programs on different systems, over a range of job and system sizes. Such models can be used by vendors in system designs, by computing centers in system acquisitions, and by application scientists to improve the performance of their codes.