SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
PerfExplorer: A Performance Data Mining Framework For Large-Scale Parallel Computing
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
The Tau Parallel Performance System
International Journal of High Performance Computing Applications
Knowledge support and automation for performance analysis with PerfExplorer 2.0
Scientific Programming - Large-Scale Programming Tools and Environments
Capturing performance knowledge for automated analysis
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Adaptive Application Composition in Quantum Chemistry
QoSA '09 Proceedings of the 5th International Conference on the Quality of Software Architectures: Architectures for Adaptive Software Systems
Diagnosing performance bottlenecks in emerging petascale applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Evaluating similarity-based trace reduction techniques for scalable performance analysis
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
PARA'06 Proceedings of the 8th international conference on Applied parallel computing: state of the art in scientific computing
Scalable event trace visualization
Euro-Par'09 Proceedings of the 2009 international conference on Parallel processing
Performance instrumentation and compiler optimizations for MPI/OpenMP applications
IWOMP'05/IWOMP'06 Proceedings of the 2005 and 2006 international conference on OpenMP shared memory parallel programming
Scalable parallel trace-based performance analysis
EuroPVM/MPI'06 Proceedings of the 13th European PVM/MPI User's Group conference on Recent advances in parallel virtual machine and message passing interface
Model-Based relative performance diagnosis of wavefront parallel computations
HPCC'06 Proceedings of the Second international conference on High Performance Computing and Communications
A scalable approach to MPI application performance analysis
PVM/MPI'05 Proceedings of the 12th European PVM/MPI users' group conference on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Trace-based parallel performance overhead compensation
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Trace profiling: Scalable event tracing on high-end parallel systems
Parallel Computing
On the usefulness of object tracking techniques in performance analysis
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Using automated performance modeling to find scalability bugs in complex codes
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Alignment-Based metrics for trace comparison
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
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Performance tuning of parallel applications usually involves multiple experiments to compare the effects of different optimization strategies. This article describes an algebra that can be used to compare, integrate, and summarize performance data from multiple sources. The algebra consists of a data model to represent the data in a platform-independent fashion plus arithmetic operations to merge, subtract, and average the data from different experiments. A distinctive feature of this approach is its closure property, which allows processing and viewing all instances of the data model in the same way - regardless of whether they represent original or derived data - in addition to an arbitrary and easy composition of operations.