Analysis of benchmark characteristics and benchmark performance prediction
ACM Transactions on Computer Systems (TOCS)
Modeling cost/performance of a parallel computer simulator
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Semi-empirical multiprocessor performance predictions
Journal of Parallel and Distributed Computing
Converting thread-level parallelism to instruction-level parallelism via simultaneous multithreading
ACM Transactions on Computer Systems (TOCS)
Proceedings of the 1st international workshop on Software and performance
FLASH vs. (Simulated) FLASH: closing the simulation loop
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Parallel performance prediction using lost cycles analysis
Proceedings of the 1994 ACM/IEEE conference on Supercomputing
Measuring Cache and TLB Performance and Their Effect on Benchmark Runtimes
IEEE Transactions on Computers
Performance Characterization of Optimizing Compilers
IEEE Transactions on Software Engineering
Modeling the Communication Performance of the IBM SP2
IPPS '96 Proceedings of the 10th International Parallel Processing Symposium
Accurate Performance Prediction for Assively Parallel Systems and Its Applications
Euro-Par '96 Proceedings of the Second International Euro-Par Conference on Parallel Processing-Volume II
A framework for performance modeling and prediction
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Scalability Analysis of Multidimensional Wavefront Algorithms on Large-Scale SMP Clusters
FRONTIERS '99 Proceedings of the The 7th Symposium on the Frontiers of Massively Parallel Computation
Integrated Compilation and Scalability Analysis for Parallel Systems
PACT '98 Proceedings of the 1998 International Conference on Parallel Architectures and Compilation Techniques
Modeling application performance by convolving machine signatures with application profiles
WWC '01 Proceedings of the Workload Characterization, 2001. WWC-4. 2001 IEEE International Workshop
A performance prediction framework for scientific applications
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Identification of performance characteristics from multi-view trace analysis
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
Efficient task replication and management for adaptive fault tolerance in mobile Grid environments
Future Generation Computer Systems - Special section: Information engineering and enterprise architecture in distributed computing environments
Time and space adaptation for computational grids with the ATOP-Grid middleware
Future Generation Computer Systems
Performance modeling of parallel applications for grid scheduling
Journal of Parallel and Distributed Computing
Parallel execution time prediction of the multitask parallel programs
Performance Evaluation
A Hybrid Intelligent Method for Performance Modeling and Prediction of Workflow Activities in Grids
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Placing pipeline stages on a Grid: Single path and multipath pipeline execution
Future Generation Computer Systems
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This work presents the results of ongoing investigations in the development of a performance modeling framework, developed by the Performance Modeling and Characterization (PMaC) Lab at the San Diego Supercomputer Center. The framework is faster than traditional cycle-accurate simulation, more sophisticated than performance estimation based on system peak-performance metrics, and is shown to be effective on benchmarks and scientific applications. This paper focuses on one such functionality by investigating sensitivity studies to further understand observed and anticipated effect of both the architecture and the application in predicted runtime.