Abstract
Our work involves the development of a prototype Geographical Information System (GIS) as an example of the use of process networks as a well-defined high-level semantic model for the composition of GIS operations. Our Java-based implementation of this prototype is known as PAGIS (Process network Architecture for GIS).
Our process networks consist of a set of nodes and edges connecting those nodes assembled as a Directed Acyclic Graph (DAG). In our prototype, nodes represent services and edges represent the flow of data (in this case sub-processed imagery) between services. Services are pre-defined operations that can be performed on imagery, presently selected from the Generic Mapping Tools (GMT) library. In order to control the start and end-point of the DAG, we define an input node (the original image) and an output node (the result image).
To exploit potential parallelism, we extend our idea of a process network to a distributed process network, where each service may be processed on different computers. A single server coordinates computation and computation is performed by any number of workers. The server and workers together can beseen as a metacomputer. The server takes a process network from a client and distributes work to the workers. Each worker applies for work and decides if it is capable of performing the work offered. In this way, scheduling is essentially dynamic, and computation can be performed without client intervention.
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References
Distributed High Performance Computing Project, University of Adelaide. See: http://www.dhpc.adelaide.edu.au
“Free Software Helps Map and Display Data”, Paul Wessel and Walter H. F. Smith, EOS Trans. AGU, 72, p441, 445–446, 1991.
“The Tycho User Interface System” Christopher Hylands, Edward A. Lee, and H. John Reeckie, University of California at Berkeley, Berkeley CA 94720.
Japanese Meteorological Agency. See: http://www.jma.gov.jp
JavaSoft Java Studio. See: http://www.javasoft.com/studio
“The Semantics of a Simple Language for Parallel Programming”, G. Kahn, Proceedings of IFIP Congress 74.
“RMI—Remote Method Invocation API Documentation”, Sun Microsystems Inc., 1996.
“Implementation of Process Networks in Java”, Richard S. Stevens, Marlene Wan, Peggy Laramie, Thomas M. Parks, and Edward A. Lee, 10 July 1997.
Ptolemy II. See: http://ptolemy.eecs.berkeley.edu/ptolemyII
“Iconic Interface Processing in a Scientific Environment”, Roger Davis, Sun Expert, 1, p80–86, June 1990.
“A Java Framework for Seamless Sequential, Multi-threaded, and Distributed Programming”, Denis Caromel and Julien Vayssière, INRIA Sophia Antipolis. See: http://www.inria.fr/sloop/javall
“DISCWorld: An Environment for Service-Based Metacomputing”, Hawick, James, Silis, Grove, Kerry, Mathew, Coddington, Patten, Hercus, and Vaughan. Future Generation Computer Systems Journal, Special Issue on Metacomputing, to appear. See: http://www.dhpc.adelaide.edu.au/reports/042
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© 1999 Springer-Verlag
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Webb, D., Wendelborn, A., Maciunas, K. (1999). Process networks as a high-level notation for metacomputing. In: Rolim, J., et al. Parallel and Distributed Processing. IPPS 1999. Lecture Notes in Computer Science, vol 1586. Springer, Berlin, Heidelberg . https://doi.org/10.1007/BFb0097967
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DOI: https://doi.org/10.1007/BFb0097967
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