On ordered weighted averaging aggregation operators in multicriteria decisionmaking
IEEE Transactions on Systems, Man and Cybernetics
Predicting Queue Times on Space-Sharing Parallel Computers
IPPS '97 Proceedings of the 11th International Symposium on Parallel Processing
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
User Preference Driven Multiobjective Resource Management in Grid Environments
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
A parallel workload model and its implications for processor allocation
HPDC '97 Proceedings of the 6th IEEE International Symposium on High Performance Distributed Computing
The workload on parallel supercomputers: modeling the characteristics of rigid jobs
Journal of Parallel and Distributed Computing
Multicriteria aspects of Grid resource management
Grid resource management
Bi-criteria algorithm for scheduling jobs on cluster platforms
Proceedings of the sixteenth annual ACM symposium on Parallelism in algorithms and architectures
An Interoperable, Standards-Based Grid Resource Broker and Job Submission Service
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
Grid capacity planning with negotiation-based advance reservation for optimized QoS
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Modeling correlated workloads by combining model based clustering and a localized sampling algorithm
Proceedings of the 21st annual international conference on Supercomputing
Two level job-scheduling strategies for a computational grid
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Coordinated use of globus Pre-WS and WS resource management services with grid W ay
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
Multicriteria, multi-user scheduling in grids with advance reservation
Journal of Scheduling
On-line hierarchical job scheduling on grids with admissible allocation
Journal of Scheduling
Job Allocation Strategies with User Run Time Estimates for Online Scheduling in Hierarchical Grids
Journal of Grid Computing
Multi-Criteria Job Scheduling in Grid Using an Accelerated Genetic Algorithm
Journal of Grid Computing
Genetic algorithm calibration for two objective scheduling parallel jobs on hierarchical grids
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
A multi-criteria job scheduling framework for large computing farms
Journal of Computer and System Sciences
State-based predictions with self-correction on Enterprise Desktop Grid environments
Journal of Parallel and Distributed Computing
Hierarchical scheduling strategies for parallel tasks and advance reservations in grids
Journal of Scheduling
Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems
Journal of Grid Computing
GSSIM --A tool for distributed computing experiments
Scientific Programming
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In this paper we address a multicriteria scheduling problem for computational Grid systems. We focus on the two-level hierarchical Grid scheduling problem, in which at the first level (the Grid level) a Grid broker makes scheduling decisions and allocates jobs to Grid nodes. Jobs are then sent to the Grid nodes, where local schedulers generate local schedules for each node accordingly. A general approach is presented taking into account preferences of all the stakeholders of Grid scheduling (end-users, Grid administrators, and local resource providers) and assuming a lack of knowledge about job time characteristics. A single-stakeholder, single-criterion version of the approach has been compared experimentally with the existing approaches.