The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Validity of the single processor approach to achieving large scale computing capabilities
Readings in computer architecture
UNICORE: uniform access to supercomputing as an element of electronic commerce
Future Generation Computer Systems - Special issue on metacomputing
IEEE Computational Science & Engineering
Overview of GridRPC: A Remote Procedure Call API for Grid Computing
GRID '02 Proceedings of the Third International Workshop on Grid Computing
Condor-G: A Computation Management Agent for Multi-Institutional Grids
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
A grid-oriented genetic algorithm framework for bioinformatics
New Generation Computing - Grid systems for life sciences
GridSphere: a portal framework for building collaborations: Research Articles
Concurrency and Computation: Practice & Experience - Middleware for Grid Computing
Service-Oriented Science: Scaling the Application and Impact of eResearch
E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Efficient Hierarchical Parallel Genetic Algorithms using Grid computing
Future Generation Computer Systems
A parallel genetic algorithm based on linkage identification
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Globus toolkit version 4: software for service-oriented systems
NPC'05 Proceedings of the 2005 IFIP international conference on Network and Parallel Computing
A grid-oriented genetic algorithm
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
On the evaluation of gridification effort and runtime aspects of JGRIM applications
Future Generation Computer Systems
Developing services in a service oriented architecture for evolutionary algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Hi-index | 0.00 |
We present GridUFO (Grid based Unified Framework for Optimization), a Service Oriented Architecture (SOA) compliant Problem Solving Environment (PSE) that allows the user to implement/share metaheuristics based optimization algorithms over a Grid. GridUFO eradicates the shortcomings of earlier projects and provides a unified approach for using algorithm/problem pair over a Grid in the easiest possible ''plug & play'' manner. This framework allows the users to concentrate on the actual application development, by hiding all the complexities involved in a Grid, without compromising on the functionality and flexibility promised by a Grid. This paper provides a detailed overview of the GridUFO infrastructure, specifically the way it deals with optimization algorithms and objective functions, handles Service Level Agreements (SLAs), and follows SOA. We also present various results achieved, that demonstrate both the utility and performance of GridUFO under various application workloads and scenarios.