System identification: theory for the user
System identification: theory for the user
An algorithm for off-line detection of phases in execution profiles
Proceedings of the 7th international conference on Computer performance evaluation : modelling techniques and tools: modelling techniques and tools
Nonlinear black-box modeling in system identification: a unified overview
Automatica (Journal of IFAC) - Special issue on trends in system identification
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Comparing Images Using the Hausdorff Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
IPS-2: The Second Generation of a Parallel Program Measurement System
IEEE Transactions on Parallel and Distributed Systems
Shape Similarity Measures, Properties and Constructions
VISUAL '00 Proceedings of the 4th International Conference on Advances in Visual Information Systems
Prophesy: Automating the Modeling Process
AMS '01 Proceedings of the Third Annual International Workshop on Active Middleware Services
The Cactus Code: A Problem Solving Environment for the Grid
HPDC '00 Proceedings of the 9th IEEE International Symposium on High Performance Distributed Computing
The GrADS Project: Software Support for High-Level Grid Application Development
International Journal of High Performance Computing Applications
Automatic Construction and Evaluation of Performance Skeletons
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Synthetic Simulation of Mesh-Based Parallel Applications Driven by Fine-Grained Profiling
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 15 - Volume 16
Replicating memory behavior for performance prediction
LCR '04 Proceedings of the 7th workshop on Workshop on languages, compilers, and run-time support for scalable systems
Reliability challenges in large systems
Future Generation Computer Systems
Performance prediction with skeletons
Cluster Computing
Feedback-controlled resource sharing for predictable eScience
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Space-efficient time-series call-path profiling of parallel applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Reliability challenges in large systems
Future Generation Computer Systems
A compiler approach to performance prediction using empirical-based modeling
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartIII
A performance contract system in a grid enabling, component based programming environment
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
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Understanding the dynamic behavior of parallel programs is key to developing efficient system software and runtime environments; this is even more true on emerging computational Grids where resource availability and performance can change in unpredictable ways. Event tracing provides details on behavioral dynamics, albeit often at great cost. We describe an intermediate approach, based on curve fitting, that retains many of the advantages of event tracing but with lower overhead. These compact "application signatures" summarize the time-varying resource needs of scientific codes from historical trace data. We also developed a comparison scheme that measures similarity between two signatures, both across executions and across execution environments.