Using Simulated Annealing for Application Mapping onto Network on Chip

The concept of Network on Chip (NoC) emerges as a new idea in System on Chip (SoC) interconnections, providing better integration of complex components. However, as a relatively new technology, it requires significant research efforts, particularly to streamline and simplify the design phases. The placement stage plays a crucial role in the network-on-chip design process. Ineffective mapping of application software components can significantly harm the overall performance of the end system. There is therefore a compelling need to improve the tools that automate this critical step. The main objective of this study is to create a new technique for placing applications on NoC architecture with the aim of minimizing communication costs. This innovative solution uses optimization algorithms, in particular simulated annealing

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Published
2024-12-17
DOI
https://doi.org/10.1109/icca62237.2024.10927822
Primary Topic
Interconnection Networks and Systems
Type
article
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article

Using Simulated Annealing for Application Mapping onto Network on Chip

Rafik Amara, Rebiha Kemcha, Maamar Bougherara
Interconnection Networks and Systems
article

Using Simulated Annealing for Application Mapping onto Network on Chip

Rafik Amara, Rebiha Kemcha, Maamar Bougherara
article en

Abstract

The concept of Network on Chip (NoC) emerges as a new idea in System on Chip (SoC) interconnections, providing better integration of complex components. However, as a relatively new technology, it requires significant research efforts, particularly to streamline and simplify the design phases. The placement stage plays a crucial role in the network-on-chip design process. Ineffective mapping of application software components can significantly harm the overall performance of the end system. There is therefore a compelling need to improve the tools that automate this critical step. The main objective of this study is to create a new technique for placing applications on NoC architecture with the aim of minimizing communication costs. This innovative solution uses optimization algorithms, in particular simulated annealing

University of Bouira (DZ), École Normale Supérieure de Kouba (DZ), Universidad Carlos III de Madrid (ES)
Openalex Percentile: Top 66%
Interconnection Networks and Systems
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Using Simulated Annealing for Application Mapping onto Network on Chip — Rafik Amara, Rebiha Kemcha, et al. · (2024) | TGRS Research Map | TGRS