Reinforcement Learning Based Fault-Tolerant Routing Algorithm for Mesh Based NoC and Its FPGA Implementation

Reinforcement Learning Based Fault-Tolerant Routing Algorithm for Mesh Based NoC and Its FPGA Implementation

Network-on-Chip (NoC) has emerged as the most promising on-chip interconnection framework in Multi-Processor System-on-Chips (MPSoCs) due to its efficiency and scalability. In the deep sub-micron level, NoCs are vulnerable to faults, which leads to the failure of network components such as links and...

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Bibliographic Details
Main Authors: Samala Jagadheesh, P. Veda Bhanu, J. Soumya, Linga Reddy Cenkeramaddi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Fault-tolerance
FPGA
network-on-chip
reinforcement learning
routing
Online Access:https://ieeexplore.ieee.org/document/9760423/

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