Future Generation Computer Systems - Special issue on metacomputing
A taxonomy and survey of grid resource management systems for distributed computing
Software—Practice & Experience
A Resource Management Architecture for Metacomputing Systems
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration
JSSPP '01 Revised Papers from the 7th International Workshop on Job Scheduling Strategies for Parallel Processing
Performance Evaluation with Heavy Tailed Distributions
JSSPP '01 Revised Papers from the 7th International Workshop on Job Scheduling Strategies for Parallel Processing
Heuristics for Scheduling Parameter Sweep Applications in Grid Environments
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Matchmaking: Distributed Resource Management for High Throughput Computing
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Editorial: semantics, resource and grid
Future Generation Computer Systems - Special issue: Semantic grid and knowledge grid: the next-generation web
Adaptive Scheduling for Task Farming with Grid Middleware
International Journal of High Performance Computing Applications
China's E-Science Knowledge Grid Environment
IEEE Intelligent Systems
Logistical quality of service in NetSolve
Computer Communications
CGA: Chaotic Genetic Algorithm for Fuzzy Job Scheduling in Grid Environment
Computational Intelligence and Security
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
Computational models and heuristic methods for Grid scheduling problems
Future Generation Computer Systems
Tackling the grid job planning and resource allocation problem using a hybrid evolutionary algorithm
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Guarantee the victorious probability of grid resources in the competition for finite tasks
GPC'08 Proceedings of the 3rd international conference on Advances in grid and pervasive computing
A compendium of heuristic methods for scheduling in computational grids
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Grid jobs scheduling: The Alienated Ant Algorithm solution
Multiagent and Grid Systems
A path to achieving a self-managed Grid middleware
Future Generation Computer Systems
Optimizing resource allocation for scientific workflows using advance reservations
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
A rotary chaotic PSO algorithm for trustworthy scheduling of a grid workflow
Computers and Operations Research
Multisite co-allocation algorithms for computational grid
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Improving job scheduling algorithms in a grid environment
Future Generation Computer Systems
Scheduling jobs on computational grids using fuzzy particle swarm algorithm
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A performance and energy optimization mechanism for cooperation-oriented multiple server clusters
Future Generation Computer Systems
Solving scheduling problems in grid resource management using an evolutionary algorithm
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Iterative query-based approach to efficient task decomposition and resource allocation
CIA'06 Proceedings of the 10th international conference on Cooperative Information Agents
Information Sciences: an International Journal
A new approach to the job scheduling problem in computational grids
Cluster Computing
Enhancing genetic algorithms for dependent job scheduling in grid computing environments
The Journal of Supercomputing
Bacterial foraging based hyper-heuristic for resource scheduling in grid computing
Future Generation Computer Systems
A bio-inspired distributed algorithm to improve scheduling performance of multi-broker grids
Natural Computing: an international journal
A Computational Grid Scheduling Model To Maximize Reliability Using Modified GA
International Journal of Grid and High Performance Computing
A novel scheduling model for computational grid using quantum genetic algorithm
The Journal of Supercomputing
| Hi-index | 0.01 |
This paper proposes two models for predicting the completion time of jobs in a service Grid. The single service model predicts the completion time of a job in a Grid that provides only one type of service. The multiple services model predicts the completion time of a job that runs in a Grid which offers multiple types of services. We have developed two algorithms that use the predictive models to schedule jobs at both system level and application level. In application-level scheduling, genetic algorithms are used to minimize the average completion time of jobs through optimal job allocation on each node. The experimental results have shown that the scheduling system using the adaptive scheduling algorithms can allocate service jobs efficiently and effectively.