Memory Conscious Task Partition and Scheduling in Grid Environments
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
A Neural Network Based Predictive Mechanism for Available Bandwidth
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Security-Driven Heuristics and A Fast Genetic Algorithm for Trusted Grid Job Scheduling
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
GHS: A Performance System of Grid Computing
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 10 - Volume 11
Toward a Theory for Scheduling Dags in Internet-Based Computing
IEEE Transactions on Computers
A probabilistic scheduling heuristic for computational grids
Multiagent and Grid Systems
Proceedings of the 43rd annual Southeast regional conference - Volume 1
Grid harvest service: a performance system of grid computing
Journal of Parallel and Distributed Computing
Data partitioning for multiprocessors with memory heterogeneity and memory constraints
Scientific Programming - International Symposium of Parallel and Distributed Computing & International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogenous Networks
Autonomic QoS-Aware resource management in grid computing using online performance models
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
A Grid-based Virtual Reactor: Parallel performance and adaptive load balancing
Journal of Parallel and Distributed Computing
The Journal of Supercomputing
A Probabilistic Approach for Fully Decentralized Resource Management for Grid Systems
Information Networking. Towards Ubiquitous Networking and Services
Autonomic QoS control in enterprise Grid environments using online simulation
Journal of Systems and Software
Performance models for hierarchical grid architectures
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
The GHS grid scheduling system: implementation and performance comparison
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Autonomic runtime system for large scale parallel and distributed applications
UPP'04 Proceedings of the 2004 international conference on Unconventional Programming Paradigms
Self-optimization of large scale wildfire simulations
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
A pebble game for internet-based computing
Theoretical Computer Science
Runtime estimation using the case-based reasoning approach for scheduling in a grid environment
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
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With the emergence of grid computing environment, performance measurement, analysis and prediction of non-dedicated distributed systems have become increasingly important. In this study, we put forward a novel performance model for non-dedicated network computing. Based on this model, a performance prediction and task scheduling system called Grid Harvest Service (GHS), has been designed and implemented. GHS consists of a performance measurement component, a prediction component and a scheduling component. Different scheduling algorithms are proposed for different situations. Experimental results show that the GHS system provides satisfactory solution for performance prediction and scheduling of large applications and that GHS has a real potential.