Machine Characterization Based on an Abstract High-Level Language Machine
IEEE Transactions on Computers
SIGMETRICS '94 Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Future Generation Computer Systems - Special issue on metacomputing
Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
A scalable cross-platform infrastructure for application performance tuning using hardware counters
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
Automatic Performance Prediction of Parallel Programs
Automatic Performance Prediction of Parallel Programs
Autopilot: Adaptive Control of Distributed Applications
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Predictive Application-Performance Modeling in a Computational Grid Environment
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Model-Based Control of Adaptive Applications: An Overview
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Software Architecture-Based Adaptation for Grid Computing
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
A resource management and fault tolerance services in grid computing
Journal of Parallel and Distributed Computing - Special issue: Design and performance of networks for super-, cluster-, and grid-computing: Part II
Soft computing approach to performance analysis of parallel and distributed programs
Euro-Par'05 Proceedings of the 11th international Euro-Par conference on Parallel Processing
ScoPred–scalable user-directed performance prediction using complexity modeling and historical data
JSSPP'05 Proceedings of the 11th international conference on Job Scheduling Strategies for Parallel Processing
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
Grid application performance prediction: a case study in BROADEN
VECoS'07 Proceedings of the First international conference on Verification and Evaluation of Computer and Communication Systems
Using analytical models to load balancing in a heterogeneous network of computers
PaCT'07 Proceedings of the 9th international conference on Parallel Computing Technologies
Future Generation Computer Systems
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Given the dynamic nature of grid resources, adaptation is required to sustain a predictable level of application performance. A prerequisite of adaptation is the recognition of changing conditions. In this paper we introduce an application signature model and performance contracts to specify expected grid application behavior, and discuss our monitoring infrastructure that detects when actual behavior does not meet expectations. Experimental results are given for several scenarios.