The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing

Veliko Milutinović,Erfan Sadeqi Azer,Kristy Yoshimoto,Gerhard Klimeck,Miljan Djordjevic,Milos Kotlar,Miroslav Bojovic, Bozidar Miladinovic,Nenad Korolija, Stevan Stankovic,Nenad Filipović,Zoran Babovic, Miroslav Kosanic,Akira Tsuda,Mateo Valero, Massimo de Santo, Erich Neuhold,Jelena Skorucak, Laura Dipietro,Ivan Ratkovic

2021 10th Mediterranean Conference on Embedded Computing (MECO)（2021）

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摘要

This paper introduces a conceptual 100BillionTransistor (100BT) SuperComputers-on-a-Chip consisting of N big multi-core processors, 1000N small many-core processors, and two hardware accelerators - an ASIC TPU-like fixed-structure systolic array accelerator and a FPGA based flexible-structure re-programmable accelerator for bandwidth-bound and latency-critical Machine Learning applications respect...

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关键词

Image motion analysis,Program processors,Multicore processing,Scientific computing,Machine learning,Information processing,Programming

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