The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Scheduling in a Grid Computing Environment Using Genetic Algorithms
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Heuristics for Scheduling Parameter Sweep Applications in Grid Environments
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
QoS guided min-min heuristic for grid task scheduling
Journal of Computer Science and Technology - Grid computing
Sub optimal scheduling in a grid using genetic algorithms
Parallel Computing - Special issue: Parallel and nature-inspired computational paradigms and applications
Genetic Algorithm Based Scheduler for Computational Grids
HPCS '05 Proceedings of the 19th International Symposium on High Performance Computing Systems and Applications
Risk-Resilient Heuristics and Genetic Algorithms for Security-Assured Grid Job Scheduling
IEEE Transactions on Computers
A discrete version of particle swarm optimization for flowshop scheduling problems
Computers and Operations Research
QoS-based scheduling of workflow applications on grids
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
A discrete particle swarm optimization algorithm for the no-wait flowshop scheduling problem
Computers and Operations Research
An innovative workflow mapping mechanism for Grids in the frame of Quality of Service
Future Generation Computer Systems
An ant algorithm for balanced job scheduling in grids
Future Generation Computer Systems
QoS-Constrained Stochastic Workflow Scheduling in Enterprise and Scientific Grids
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
QoS Constrained Grid Workflow Scheduling Optimization Based on a Novel PSO Algorithm
GCC '09 Proceedings of the 2009 Eighth International Conference on Grid and Cooperative Computing
ICICTA '09 Proceedings of the 2009 Second International Conference on Intelligent Computation Technology and Automation - Volume 01
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Bare bones particle swarm optimization with Gaussian or cauchy jumps
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Adaptive grid job scheduling with genetic algorithms
Future Generation Computer Systems
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Heuristic information based improved fuzzy discrete PSO method for solving TSP
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A Grid Workflow Scheduling Optimization Approach for e-Business Application
ICEE '10 Proceedings of the 2010 International Conference on E-Business and E-Government
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
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
IEEE Transactions on Evolutionary Computation
An Effective PSO-Based Memetic Algorithm for Flow Shop Scheduling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An Effective PSO and AIS-Based Hybrid Intelligent Algorithm for Job-Shop Scheduling
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
An Effective PSO-Based Hybrid Algorithm for Multiobjective Permutation Flow Shop Scheduling
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A Hybrid Particle Swarm Branch-and-Bound (HPB) Optimizer for Mixed Discrete Nonlinear Programming
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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In this paper, a rotary chaotic particle swarm optimization (RCPSO) algorithm is presented to solve trustworthy scheduling of a grid workflow. In general, the grid workflow scheduling is a complex optimization problem which requires considering various scheduling criteria so as to meet a wide range of QoS requirements from users. Traditional researches into grid workflow scheduling mainly focus on the optimization constrained by time and cost. The key requirements for reliability, availability and security are not considered adequately. The main contribution of this study is to propose a new approach for trustworthy workflow scheduling in a large-scale grid with rich service resources, and present the RCPSO algorithm to optimize the scheduling performance in a multi-dimensional complex space. Experiments were done in two grid applications with at most 120 candidate services supplied to each task of various workflows. The results show better performance of the RCPSO in solving trustworthy scheduling of grid workflow problems as compared to GA, ACO and other recent variants of PSO.