By the same authors

Emergent properties of bio-inspired hardware

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Workshop

WorkshopSecond International TRANSIT workshop on Cross-disciplinary Research: Emergence
Abbreviated titleTWCR
CountryUnited Kingdom
CityYork
Conference date(s)27/03/1928/03/19
Internet address

Publication details

DatePublished - 17 Mar 2019
Original languageEnglish

Abstract

In this case, the emergent property sought to establish is system- level fault tolerance, the inspiration from biology are social insects (ant colonies), and the hardware system is a many-core computing architecture where application tasks and data need to be allocated transferred and organised. The model of processing elements com- municating amongst each other via a network on chip (NoC) provides a conceptual link with many scalable biological models. Based on this, a self-optimising and adaptive, yet fundamentally scalable, design approach for many-core systems based on the emer- gent behaviours of social-insect colonies are developed. Experiments aim to capture the relevant decision processes made by each member of the colony to exhibit such high-level behaviours and embed these decision engines within the routers of the many-core system. Results with the bespoke 128-core Centurion platform suggest that there is potential for the social insect model as a distributed, embedded intelligence within a many-core system and with the relevant knobs and monitors, such as clock frequency and temperature, to close the loop for emergent autonomous adaptation and fault tolerance.

    Research areas

  • Many core, Emergence, Social Insect Inspired Systems, Centurion, FPGA, Computing

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