POET (parallel object-oriented environment and toolkit) and frameworks for scientific distributed computing
Frameworks for parallel computing have recently become popular as a means for preserving parallel algorithms as reusable components. Frameworks for parallel computing in general, and POET in particular, focus on finding ways to orchestrate and facilitate cooperation between components that implement the parallel algorithms. Since performance is a key requirement for POET applications, CORBA or CORBA-like systems are eschewed for a SPMD message-passing architecture common to the world of distributed-parallel computing. Though the system is written in C++ for portability, the behavior of POET is more like a classical framework, such as Smalltalk. POET seeks to be a general platform for scientific parallel algorithm components which can be modified, linked, mixed and matched to a user`s specification. The purpose of this work is to identify a means for parallel code reuse and to make parallel computing more accessible to scientists whose expertise is outside the field of parallel computing. The POET framework provides two things: (1) an object model for parallel components that allows cooperation without being restrictive; (2) services that allow components to access and manage user data and message-passing facilities, etc. This work has evolved through application of a series of real distributed-parallel scientific problems. The paper focuses on what is required for parallel components to cooperate and at the same time remain ``black-boxes`` that users can drop into the frame without having to know the exquisite details of message-passing, data layout, etc. The paper walks through a specific example of a chemically reacting flow application. The example is implemented in POET and the authors identify component cooperation, usability and reusability in an anecdotal fashion.
- Research Organization:
- Sandia National Lab. (SNL-CA), Livermore, CA (United States)
- Sponsoring Organization:
- USDOE Office of Energy Research, Washington, DC (United States)
- DOE Contract Number:
- AC04-94AL85000
- OSTI ID:
- 642716
- Report Number(s):
- SAND-96-8610C; CONF-970112-; ON: DE97051376; TRN: AHC2DT02%%42
- Resource Relation:
- Conference: 30. annual Hawaii international conference on system sciences, Wailea, HI (United States), 7-10 Jan 1997; Other Information: PBD: Jan 1997
- Country of Publication:
- United States
- Language:
- English
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