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Cooperative VLSI Tiled Architectures: Stigmergy in a Swarm Coprocessor

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Ant Colony Optimization and Swarm Intelligence (ANTS 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4150))

Abstract

Stigmergy is a form of indirect interaction for coordination and communication purposes that can be found in many swarm systems. In this paper we present a tiled coprocessor for computation-intensive applications that explicitly exploits stigmergy to achieve adaptability avoiding the usual time-consuming handshakes involved in direct interactions. This adaptability, without any centralized control, directly implies architectural scalability at design time, flexibility in multitasking environment, adaptive load balancing and fault-tolerance at run-time. A CMOS 0.13μm implementation of such architecture for simple array processing operations is presented and evaluated. Obtained results show the potentiality of the proposed approach.

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References

  1. Abelson, H., Allen, D., Coore, D., Hanson, C., Rauch, E., Sussman, G.J., Weiss, R.: Amorphous computing. Communications of the ACM 43(5), 74–82 (2000)

    Article  Google Scholar 

  2. Gruau, F., Lhuillier, Y., Reitz, P., Temam, O.: Blob computing. In: Computing Frontiers 2004 ACM SIGMicro. (2004)

    Google Scholar 

  3. Mange, D., Sipper, M., Stauffer, A., Tempesti, G.: Toward robust integrated circuits: the embryonics approach. In: Proc. of the IEEE, vol. 88, pp. 516–541 (2000)

    Google Scholar 

  4. Pani, D., Raffo, L.: A VLSI multiplication-and-add scheme based on swarm intelligence approaches. In: Dorigo, M., Birattari, M., Blum, C., Gambardella, L.M., Mondada, F., Stützle, T. (eds.) ANTS 2004. LNCS, vol. 3172, pp. 13–24. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  5. Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence: From Natural to Artificial Systems. Oxford University Press, Oxford (1999)

    MATH  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Angius, G., Manca, C., Pani, D., Raffo, L. (2006). Cooperative VLSI Tiled Architectures: Stigmergy in a Swarm Coprocessor. In: Dorigo, M., Gambardella, L.M., Birattari, M., Martinoli, A., Poli, R., Stützle, T. (eds) Ant Colony Optimization and Swarm Intelligence. ANTS 2006. Lecture Notes in Computer Science, vol 4150. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11839088_38

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  • DOI: https://doi.org/10.1007/11839088_38

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-38482-3

  • Online ISBN: 978-3-540-38483-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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