Automatically Composed Workflows for Grid Environments

Authors:
Jim Blythe;Ewa Deelman;Yolanda Gil
Affiliations:
USC Information Sciences Institute;USC Information Sciences Institute;USC Information Sciences Institute
Venue:
IEEE Intelligent Systems
Year:
2004

Citing 14
Cited 17

Automating Image Processing for Scientific Data Analysis of a Large Image Database

IEEE Transactions on Pattern Analysis and Machine Intelligence
The grid: blueprint for a new computing infrastructure

The grid: blueprint for a new computing infrastructure
Grid Services for Distributed System Integration

Computer
Chimera: AVirtual Data System for Representing, Querying, and Automating Data Derivation

SSDBM '02 Proceedings of the 14th International Conference on Scientific and Statistical Database Management
DAML-S: Web Service Description for the Semantic Web

ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Giggle: a framework for constructing scalable replica location services

Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Forecasting network performance to support dynamic scheduling using the network weather service

HPDC '97 Proceedings of the 6th IEEE International Symposium on High Performance Distributed Computing
Grid Information Services for Distributed Resource Sharing

HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed 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
Grid-Based Metadata Services

SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
Optimal Resource-Aware Deployment Planning for Component-Based Distributed Applications

HPDC '04 Proceedings of the 13th IEEE International Symposium on High Performance Distributed Computing
A Metadata Catalog Service for Data Intensive Applications

Proceedings of the 2003 ACM/IEEE conference on Supercomputing
Grid-Based Galaxy Morphology Analysis for the National Virtual Observatory

Proceedings of the 2003 ACM/IEEE conference on Supercomputing
The Anatomy of the Grid: Enabling Scalable Virtual Organizations

International Journal of High Performance Computing Applications

Automatic composition of aggregation workflows for transportation modeling

dg.o '05 Proceedings of the 2005 national conference on Digital government research
Toward building grid applications in bioinformatics

ACSW Frontiers '06 Proceedings of the 2006 Australasian workshops on Grid computing and e-research - Volume 54
Automatic generation of data processing workflows for transportation modeling

dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains
An approach for the high-level specification of QoS-aware grid workflows considering location affinity

Scientific Programming - Scientific Workflows
Open Knowledge

Languages, Methodologies and Development Tools for Multi-Agent Systems
Dynamic composition and optimization of Web services

Distributed and Parallel Databases
Service mediation and negotiation bootstrapping as first achievements towards self-adaptable grid and cloud services

GMAC '09 Proceedings of the 6th international conference industry session on Grids meets autonomic computing
Model-lite planning for the web age masses: the challenges of planning with incomplete and evolving domain models

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Developing mining-grid centric e-finance portals for risk management

JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
Automatically composing data workflows with relational descriptions and shim services

ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Bridging the gap between business process models and service-oriented architectures with reference to the grid environment

International Journal of Grid and Utility Computing
Semantic-Based grid workflow composition

PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Automatic services composition in the grid environments

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
A novel architecture for realizing grid workflow using pi-calculus technology

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Action-model acquisition from noisy plan traces

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Refining incomplete planning domain models through plan traces

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Semantics and Planning Based Workflow Composition for Video Processing

Journal of Grid Computing

Quantified Score

Hi-index	0.00

Visualization

Abstract

Grid computing provides key infrastructure for distributed problem solving in dynamic virtual organizations. Many scientific projects have adopted grid computing, and industrial interest in itis rising rapidly. However, grids are still the domain of a few highly trained programmers withexpertise in networking, high-performance computing, and operating systems. We aim to captureknowledge and heuristics about how to select application components and computing resources in aplanning-based system, to help generate executable job workflows for a grid. Weýve integrated theplanner with a grid environment, where it has generated in real time dozens of workflows with hundreds of jobs. To be applicable to a wide range of existing and new grid applications, the planner provides different levels of support, depending on the information available.