Genetic Scheduling for Parallel Processor Systems: Comparative Studies and Performance Issues
IEEE Transactions on Parallel and Distributed Systems
Observations on Using Genetic Algorithms for Dynamic Load-Balancing
IEEE Transactions on Parallel and Distributed Systems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Performance-Effective and Low-Complexity Task Scheduling for Heterogeneous Computing
IEEE Transactions on Parallel and Distributed Systems
A Genetic Algorithm for Multiprocessor Scheduling
IEEE Transactions on Parallel and Distributed Systems
Predicting Application Run Times Using Historical Information
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Using a utility computing framework to develop utility systems
IBM Systems Journal
An Incremental Genetic Algorithm Approach to Multiprocessor Scheduling
IEEE Transactions on Parallel and Distributed Systems
Grid middleware services for virtual data discovery, composition, and integration
MGC '04 Proceedings of the 2nd workshop on Middleware for grid computing
VGE - A Service-Oriented Grid Environment for On-Demand Supercomputing
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Pace--A Toolset for the Performance Prediction of Parallel and Distributed Systems
International Journal of High Performance Computing Applications
ASKALON: a tool set for cluster and Grid computing: Research Articles
Concurrency and Computation: Practice & Experience - Grid Performance
Dynamic scheduling of scientific workflow applications on the grid: a case study
Proceedings of the 2005 ACM symposium on Applied computing
Scheduling of scientific workflows in the ASKALON grid environment
ACM SIGMOD Record
Cost-Based Scheduling of Scientific Workflow Application on Utility Grids
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
Workflow-based grid applications
Future Generation Computer Systems
Scientific workflow management and the Kepler system: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Task scheduling strategies for workflow-based applications in grids
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
A low-cost rescheduling policy for efficient mapping of workflows on grid systems
Scientific Programming - AxGrids 2004
Scheduling strategies for mapping application workflows onto the grid
HPDC '05 Proceedings of the High Performance Distributed Computing, 2005. HPDC-14. Proceedings. 14th IEEE International Symposium
A macroeconomic model for resource allocation in large-scale distributed systems
Journal of Parallel and Distributed Computing
Multiobjective differential evolution for workflow execution on grids
Proceedings of the 5th international workshop on Middleware for grid computing: held at the ACM/IFIP/USENIX 8th International Middleware Conference
Resource Allocation vs. Business Process Improvement: How They Impact on Each Other
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Towards a general model of the multi-criteria workflow scheduling on the grid
Future Generation Computer Systems
Resource allocation algorithm for light communication grid-based workflows within an SLA context
International Journal of Parallel, Emergent and Distributed Systems
Multi-objective planning for workflow execution on Grids
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Utility Driven Adaptive Work?ow Execution
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Supporting fault-tolerance for time-critical events in distributed environments
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
VGrADS: enabling e-Science workflows on grids and clouds with fault tolerance
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Supporting fault-tolerance for time-critical events in distributed environments
Scientific Programming
An effective compaction strategy for bi-criteria DAG scheduling in grids
International Journal of Communication Networks and Distributed Systems
International Journal of High Performance Computing Applications
Journal of Systems and Software
Deadline-sensitive workflow orchestration without explicit resource control
Journal of Parallel and Distributed Computing
Evaluation of grid workflow scheduling techniques in dynamic grid simulation environments
Proceedings of the 8th International Conference on Frontiers of Information Technology
Business process scheduling with resource availability constraints
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
BTS: Resource capacity estimate for time-targeted science workflows
Journal of Parallel and Distributed Computing
A robust multi-objective optimization to workflow scheduling for dynamic grid
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
Auto-scaling to minimize cost and meet application deadlines in cloud workflows
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Multi-objective workflow grid scheduling based on discrete particle swarm optimization
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Model for assigning roles automatically in egovernment virtual organizations
Expert Systems with Applications: An International Journal
Budget-Deadline constrained workflow planning for admission control in market-oriented environments
GECON'11 Proceedings of the 8th international conference on Economics of Grids, Clouds, Systems, and Services
Multiple Workflow Scheduling Strategies with User Run Time Estimates on a Grid
Journal of Grid Computing
On the Prevention of Fraud and Privacy Exposure in Process Information Flow
INFORMS Journal on Computing
P2PScheMe: a P2P scheduling mechanism for workflows in grid computing
Concurrency and Computation: Practice & Experience
Enhancing genetic algorithms for dependent job scheduling in grid computing environments
The Journal of Supercomputing
A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds
Journal of Grid Computing
Deadline-constrained workflow scheduling algorithms for Infrastructure as a Service Clouds
Future Generation Computer Systems
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Reference Point Based Multi-Objective Optimization to Workflow Grid Scheduling
International Journal of Applied Evolutionary Computation
A Hybrid Resource Reservation Method for Workflows in Clouds
International Journal of Grid and High Performance Computing
A Hybrid Resource Reservation Method for Workflows in Clouds
International Journal of Grid and High Performance Computing
Exploiting application dynamism and cloud elasticity for continuous dataflows
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Predictable quality of service atop degradable distributed systems
Cluster Computing
Budget-Deadline Constrained Workflow Planning for Admission Control
Journal of Grid Computing
The Journal of Supercomputing
List-based Data Structures for Efficient Management of Advance Reservations
International Journal of Parallel Programming
Multiagent and Grid Systems - Agent Based Computing: From Model to Implementation
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Grid technologies have progressed towards a service-oriented paradigm that enables a new way of service provisioning based on utility computing models, which are capable of supporting diverse computing services. It facilitates scientific applications to take advantage of computing resources distributed world wide to enhance the capability and performance. Many scientific applications in areas such as bioinformatics and astronomy require workflow processing in which tasks are executed based on their control or data dependencies. Scheduling such interdependent tasks on utility Grid environments need to consider users' QoS requirements. In this paper, we present a genetic algorithm approach to address scheduling optimization problems in workflow applications, based on two QoS constraints, deadline and budget.