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- W2990546822 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." @default.
- W2990546822 created "2019-12-05" @default.
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- W2990546822 date "2019-03-17" @default.
- W2990546822 modified "2023-09-27" @default.
- W2990546822 title "Emergent properties of bio-inspired hardware" @default.
- W2990546822 hasPublicationYear "2019" @default.
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