An object-based infrastructure for program monitoring and steering
SPDT '98 Proceedings of the SIGMETRICS symposium on Parallel and distributed tools
The Autopilot performance-directed adaptive control system
Future Generation Computer Systems - I. High Performance Numerical Methods and Applications. II. Performance Data Mining: Automated Diagnosis, Adaption, and Optimization
Active harmony: towards automated performance tuning
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Supermon: A High-Speed Cluster Monitoring System
CLUSTER '02 Proceedings of the IEEE International Conference on Cluster Computing
Advances in the TAU performance system
Performance analysis and grid computing
Tree-based overlay networks for scalable applications
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Techniques in scalable and effective parallel performance analysis
Techniques in scalable and effective parallel performance analysis
TA UoverSupermon: low-overhead online parallel performance monitoring
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
Bridging performance analysis tools and analytic performance modeling for HPC
Euro-Par 2010 Proceedings of the 2010 conference on Parallel processing
Improving the scalability of performance evaluation tools
PARA'10 Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume 2
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In this paper, we present an update on the scalable online support for performance data analysis and monitoring in TAU. Extending on our prior work with TAUoverSupermon and TAUoverMRNet, we show how online analysis operations can also be supported directly and scalably using the parallel infrastructure provided by an MPI application instrumented with TAU. We also report on efforts to streamline and update TAUoverMRNet. Together, these approaches form the basis for the investigation of online analysis capabilities in a TAU monitoring framework TAUmon. We discuss various analysis operations and capabilities enabled by online monitoring and how operations like event unification enable merged profiles to be produced with greatly reduced data volume prior to application shutdown. Scaling results with PFLOTRAN on the Cray XT5 and BG/P are presented along with a look at some initial performance information generated from FLASH through our TAUmon prototype frameworks.