High-throughput resource management
The grid
Heuristic Algorithms for Scheduling Independent Tasks on Nonidentical Processors
Journal of the ACM (JACM)
Production Throughout as a High-performance Computing Meta-task
PDPTA '02 Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications - Volume 3
HEPGRID2001: A Model of a Virtual Data Grid Application
HPCN Europe 2001 Proceedings of the 9th International Conference on High-Performance Computing and Networking
Chameleon: A Resource Scheduler in A Data Grid Environment
CCGRID '03 Proceedings of the 3st International Symposium on Cluster Computing and the Grid
Dynamic Matching and Scheduling of a Class of Independent Tasks onto Heterogeneous Computing Systems
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
Heuristics for Scheduling Parameter Sweep Applications in Grid Environments
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Forecasting network performance to support dynamic scheduling using the network weather service
HPDC '97 Proceedings of the 6th IEEE International Symposium on High Performance Distributed Computing
Distributed Job Scheduling on Computational Grids Using Multiple Simultaneous Requests
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Decoupling Computation and Data Scheduling in Distributed Data-Intensive Applications
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
Scheduling with Advanced Reservations
IPDPS '00 Proceedings of the 14th International Symposium on Parallel and Distributed Processing
Grid Information Services for Distributed Resource Sharing
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
A Study of Deadline Scheduling for Client-Server Systems on the Computational Grid
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Combining explicit admission control and congestion control for predictable data transfers in grids
Future Generation Computer Systems
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Job scheduling in data grids must consider not only computation loads at each grid node but also the distributions of data required by each job. Furthermore, recent trends in grid applications emphasize high throughput more than high performance. In this paper, we propose a centralized scheduling scheme, which uses a scheduling heuristic called Maximum Residual Resource (MRR) that targets high throughput for data grid applications. We have analyzed the performance potentials of MRR, and have developed a simulator to evaluate it with typical grid configurations. Our results show that MRR brings significant performance improvements over existing online and batch heuristics like MCT, Min–min and Max-min.