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Immune System Inspired Strategies for Distributed Systems.

Wed, 08/18/2010 - 15:01 — SomNambul
Authors: Soumya Banerjee, Melanie Moses
Subjects: and Cluster Computing, Distributed, Parallel
link: http://arxiv.org/abs/1008.2799
Abstract

Many components of the IS are constructed as modular units which do not need
to communicate with each other such that the number of components increases but
the size remains constant. However, a sub-modular IS architecture in which
lymph node number and size both increase sublinearly with body size is shown to
efficiently balance the requirements of communication and migration, consistent
with experimental data. We hypothesize that the IS architecture optimizes the
tradeoff between local search for pathogens and global response using
antibodies. Similar to natural immune systems, physical space and resource are
also important constraints on Artificial Immune Systems (AIS), especially
distributed systems applications used to connect low-powered sensors using
short-range wireless communication. AIS problems like distributed robot control
will also require a sub-modular architecture to efficiently balance the
tradeoff between local search for a solution and global response or
proliferation of the solution between different components.

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