Distributed processing of very large datasets with DataCutter
Parallel Computing - Clusters and computational grids for scientific computing
Introduction to Stochastic Search and Optimization
Introduction to Stochastic Search and Optimization
Autonomic Optimization of an Oil Reservoir using Decentralized Services
CLADE '03 Proceedings of the 1st International Workshop on Challenges of Large Applications in Distributed Environments
Applying Database Support for Large Scale Data Driven Science in Distributed Environments
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
An Approach for Automatic Data Virtualization
HPDC '04 Proceedings of the 13th IEEE International Symposium on High Performance Distributed Computing
Autonomic oil reservoir optimization on the Grid: Research Articles
Concurrency and Computation: Practice & Experience
Numerical Methods for Unconstrained Optimization and Nonlinear Equations (Classics in Applied Mathematics, 16)
Driving scientific applications by data in distributed environments
ICCS'03 Proceedings of the 2003 international conference on Computational science
Optimal task partition and distribution in grid service system with common cause failures
Future Generation Computer Systems - Special section: Information engineering and enterprise architecture in distributed computing environments
LASSO: A Grid-Enabled Simulation Optimization Framework
GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
Simulation-based optimization of multiple-task GRID applications
Future Generation Computer Systems
A neural stochastic multiscale optimization framework for sensor-based parameter estimation
Integrated Computer-Aided Engineering
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This paper presents the use of numerical simulations coupled with optimization techniques in oil reservoir modeling and production optimization. We describe three main components of an autonomic oil production management framework. The framework implements a dynamic, data-driven approach and enables Grid-based large scale optimization formulations in reservoir modeling.