Literature DB >> 21233379

A biological solution to a fundamental distributed computing problem.

Yehuda Afek1, Noga Alon, Omer Barad, Eran Hornstein, Naama Barkai, Ziv Bar-Joseph.   

Abstract

Computational and biological systems are often distributed so that processors (cells) jointly solve a task, without any of them receiving all inputs or observing all outputs. Maximal independent set (MIS) selection is a fundamental distributed computing procedure that seeks to elect a set of local leaders in a network. A variant of this problem is solved during the development of the fly's nervous system, when sensory organ precursor (SOP) cells are chosen. By studying SOP selection, we derived a fast algorithm for MIS selection that combines two attractive features. First, processors do not need to know their degree; second, it has an optimal message complexity while only using one-bit messages. Our findings suggest that simple and efficient algorithms can be developed on the basis of biologically derived insights.

Mesh:

Year:  2011        PMID: 21233379     DOI: 10.1126/science.1193210

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


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