Applied Numerical Mathematics - A festschrift to honor Professor Garrett Birkhoff on his eightieth birthday
Portable run-time support for dynamic object-oriented parallel processing
ACM Transactions on Computer Systems (TOCS)
Compositional parallel programming languages
ACM Transactions on Programming Languages and Systems (TOPLAS)
Algorithmic bombardment for the iterative solution of linear systems: a poly-iterative approach
Journal of Computational and Applied Mathematics - Special issue on TICAM symposium
Models and languages for parallel computation
ACM Computing Surveys (CSUR)
Networked agents for scientific computing
Communications of the ACM
ACM Transactions on Mathematical Software (TOMS) - Special issue in honor of John Rice's 65th birthday
Mining and visualizing recommendation spaces for elliptic PDEs with continuous attributes
ACM Transactions on Mathematical Software (TOMS) - Special issue in honor of John Rice's 65th birthday
The Autopilot performance-directed adaptive control system
Future Generation Computer Systems - I. High Performance Numerical Methods and Applications. II. Performance Data Mining: Automated Diagnosis, Adaption, and Optimization
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
A Framework for Automatic Adaptation of Tunable Distributed Applications
Cluster Computing
Sampling Strategies for Mining in Data-Scarce Domains
Computing in Science and Engineering
POEMS: End-to-End Performance Design of Large Parallel Adaptive Computational Systems
IEEE Transactions on Software Engineering
Model-Based Control of Adaptive Applications: An Overview
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Toward a Framework for Preparing and Executing Adaptive Grid Programs
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Automatic Differentiation of Parallel Programs
Automatic Differentiation of Parallel Programs
Compositional Development of Performance Models in Poems
International Journal of High Performance Computing Applications
International Journal of High Performance Computing Applications
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Proceedings of the tenth international conference on Aspect-oriented software development
Scalable execution of legacy scientific codes
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
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Complex problem solving environments (PSEs) rely on runtime systems support for adaptive composition and control of scientific computations. This paper presents a PSE runtime support solution through a novel combination of two technologies-Weaves, a source language independent parallel compositional framework that operates through reverse-analysis of compiled object files, and runtime recommender systems that aid in dynamic knowledge-based application composition. Domain-specific adaptivity is realized by recommendation of code modules, supported by a sophisticated checkpointing framework for runtime control. A core set of ''adaptivity schemas'' are provided as templates for adaptive composition of large-scale scientific computations. Implementation issues, motivating application contexts, and preliminary results are described.