Proceedings of the 18th annual conference on Computer graphics and interactive techniques
Parallel sorting by regular sampling
Journal of Parallel and Distributed Computing
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
Frameworks = (components + patterns)
Communications of the ACM
Pattern-Based Object-Oriented Parallel Programming
ISCOPE '97 Proceedings of the Scientific Computing in Object-Oriented Parallel Environments
Object-oriented pattern-based parallel programming with automatically generated frameworks
COOTS'99 Proceedings of the 5th conference on USENIX Conference on Object-Oriented Technologies & Systems - Volume 5
Lithium: A Structured Parallel Programming Environment in Java
ICCS '02 Proceedings of the International Conference on Computational Science-Part II
Joint structured/unstructured parallelism exploitation in muskel
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
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Object-oriented programming, design patterns, and frameworks are abstraction techniques that have been used to reduce the complexity of sequential programming. The CO2P3S parallel programming system provides a layered development process that applies these three techniques to the more difficult domain of parallel programming. The system generates correct frameworks from pattern template specifications at the highest layer and provides performance tuning opportunities at lower layers. Each of these features is a solution to a major problem with current parallel programming systems. This paper describes CO2P3S and its highest level of abstraction using an example program to demonstrate the programming model and one of the supported pattern templates. Our results show that a programmer using the system can quickly generate a correct parallel structure. Further, applications built using these structures provide good speedups for a small amount of development effort.