Williams, Roy and Sears, Bruce (1998) Paraflow: A dataflow distributed data-computing system. In: High-Performance Computing and Networking. Lecture Notes in Computer Science. No.1401. Springer , Berlin, Heidelberg, pp. 556-565. ISBN 9783540644439. https://resolver.caltech.edu/CaltechAUTHORS:20201215-151611216
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Abstract
We describe the Paraflow system for connecting heterogeneous computing services into a flexible and efficient data-mining metacomputer. There are three levels of parallelism: a dataflow paradigm provides functional parallelism, connecting services by channels; each service may be a SPMD parallel program; and each node of the SPMD service may be multithreaded. Paraflow is easily integrated with web-computing, using MIME types, HTTP forms, a Java GUI for setting up the network of services, and a simple API to allow web servers to be utilized in the computation. Emphasis is on providing a bridge from straightforward, public, unauthenticated browsing of data to collaborative, high-performance data-computing.
| Item Type: | Book Section | |||||||||
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| Additional Information: | © Springer-Verlag Berlin Heidelberg 1998. | |||||||||
| Subject Keywords: | Dataflow Graph; Gateway Service; Functional Parallelism; Symmetric Multiprocessor; Mime Type | |||||||||
| Series Name: | Lecture Notes in Computer Science | |||||||||
| Issue or Number: | 1401 | |||||||||
| DOI: | 10.1007/bfb0037183 | |||||||||
| Record Number: | CaltechAUTHORS:20201215-151611216 | |||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20201215-151611216 | |||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | |||||||||
| ID Code: | 107106 | |||||||||
| Collection: | CaltechAUTHORS | |||||||||
| Deposited By: | Jason Perez | |||||||||
| Deposited On: | 15 Dec 2020 23:35 | |||||||||
| Last Modified: | 16 Nov 2021 18:59 |
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