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Routing algorithm design for power- and temperature-aware NoCs
KTH, School of Electrical Engineering and Computer Science (EECS), Electrical Engineering, Electronics and Embedded systems.ORCID iD: 0000-0001-7877-6712
2022 (English)In: Advances in Computers, Elsevier BV , 2022, p. 117-150Conference paper, Published paper (Refereed)
Abstract [en]

The Network-on-Chip (NoC) interconnection is a popular way to build up contemporary large-scale multi-processor System-on-Chip (MPSoC) systems. However, due to the high integration density with high operation frequency, the larger power density leads to serious temperature problems. The thermal issue limits the performance and results in higher leakage power and lower system reliability. The thermal and power issues become worsen in the modern 3D stacking NoC structure and become the primary design challenge. In this chapter, we first investigate the correlation between power and temperature in NoC systems and introduce a thermal model for such systems. With this thermal model, we introduce novel routing design methodologies for power- and temperature-aware NoCs by using Game theory and reinforcement learning.

Place, publisher, year, edition, pages
Elsevier BV , 2022. p. 117-150
Keywords [en]
2D/3D NoC, Networks-on-Chip, Power consumption, Regular/irregular NoC, Routing algorithms, Temperature
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering Computer Systems Embedded Systems
Identifiers
URN: urn:nbn:se:kth:diva-317511DOI: 10.1016/bs.adcom.2021.11.012Scopus ID: 2-s2.0-85122136927OAI: oai:DiVA.org:kth-317511DiVA, id: diva2:1696796
Conference
Advances in Computers
Note

Part of proceedings: ISBN 9780323856881, QC 20220919

Available from: 2022-09-19 Created: 2022-09-19 Last updated: 2022-09-19Bibliographically approved

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Ebrahimi, Masoumeh

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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Output format
  • html
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  • asciidoc
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