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Pages 606-613
First published 30 July 2014

Indefinitely Scalable Computing = Artificial Life Engineering

David H. Ackley, Trent R. Small

Abstract (Excerpt)

The traditional CPU/RAM computer architecture is increasingly unscalable, presenting a challenge for the industry—and is too fragile to be securable even at its current scale, presenting a challenge for society as well. This paper argues that new architectures and computational models, designed around software-based artificial life, can offer radical solutions to both problems. The challenge for the soft alife research community is to harness the dynamics of life and complexity in service of robust, scalable computations—and in many ways, we can keep doing what we are doing, if we use indefinitely scalable computational models to do so. This paper reviews the argument for robustness in scalability, delivers that challenge to the soft alife community, and summarizes recent progress in architecture and program design for indefinitely scalable computing via artificial life engineering.