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Parallel and distributed processing of cellular hypergraphs

  • Peter Hartmann
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 964)

Abstract

In this paper it will be explained how cellular hypergraphs (CHG) can be easily distributed to a network of processor nodes. Replacement systems (CHGRS) can be used to describe the dynamics of a CHG. A CHGRS can operate in a conflict-free and synchronous-parallel manner and it can be implemented in a multiprocessor system with little overhead. As a consequence CHGRS can be used as abstract models for many natural phenomena and can support the efficient simulation on a multiprocessor system.

The two major questions will be discussed: How a CHGRS can be implemented distributively, even if it contains complex replacement rules. And how load balancing can be performed using a non-supervised algorithm.

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References

  1. 1.
    P. Hartmann. Parallel Replacement Systems on Geometric Hypergraphs: A Mathematical Tool for Handling Dynamic Geometric Sceneries. Proceedings of the VIth International Workshop on Parallel Processing by Cellular Automata and Arrays, PARCELLA Workshop Potsdam, 12:81–90, September 1994.Google Scholar
  2. 2.
    P. Hartmann. Parallel Replacement Systems on Hierarchically Structured Hypergraphs: A new Method for Modelling Dynamic Geometric Sceneries, pages 235–240. Proceedings of the 5th International Workshop on Graph Grammars and their Application to Computer Science, Williamsburg Virginia, November 1994.Google Scholar
  3. 3.
    P. Hartmann. Efficient Subgraph Matching within Cellular Hypergraphs. Accepted for: Second International Conference on Developments in Language Theory, Magdeburg, Germany, 1995.Google Scholar
  4. 4.
    T. Toffoli and N. Margolus. Cellular Automata Machines. MIT Press, 1987.Google Scholar
  5. 5.
    R. Vollmar. Algorithmen in Zellularautomaten. Teubner-Verlag, 1979.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1995

Authors and Affiliations

  • Peter Hartmann
    • 1
  1. 1.Fachgebiet Mikroprogrammierung Fachbereich InformatikTH DarmstadtDarmstadtGermany

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