An Adaptive Routing Scheme Based on Q-learning and Real-time Traffic Monitoring for Network-on-Chip

2019 ◽  
Author(s):  
Renshi Fan ◽  
Gaoming Du ◽  
Pengfei Xu ◽  
Zhenmin Li ◽  
Yukun Song ◽  
...  
Keyword(s):  
Real Time ◽  
Adaptive Routing ◽  
Traffic Monitoring ◽  
Network On Chip ◽  
Q Learning ◽  
Routing Scheme ◽  
Real Time Traffic ◽  
On Chip

scholarly journals Collaborative thermal- and traffic-aware adaptive routing scheme for 3D network-on-chip systems

2021 ◽  
Vol 18 (4) ◽  
pp. 20200425-20200425
Author(s):  
Lili Shen ◽  
Ning Wu ◽  
Gaizhen Yan ◽  
Fen Ge
Keyword(s):  
Adaptive Routing ◽  
Network On Chip ◽  
Routing Scheme ◽  
3D Network ◽  
On Chip

A Novel Adaptive Routing Algorithm for Network-On-Chip

2011 ◽  
Vol 474-476 ◽  
pp. 413-416
Author(s):  
Jia Jia ◽  
Duan Zhou ◽  
Jian Xian Zhang
Keyword(s):  
Routing Algorithm ◽  
Adaptive Routing ◽  
Network On Chip ◽  
Experimental Results ◽  
Average Latency ◽  
On Chip

In this paper, we propose a novel adaptive routing algorithm to solve the communication congestion problem for Network-on-Chip (NoC). The strategy competing for output ports in both X and Y directions is employed to utilize the output ports of the router sufficiently, and to reduce the transmission latency and improve the throughput. Experimental results show that the proposed algorithm is very effective in relieving the communication congestion, and a reduction in average latency by 45.7% and an improvement in throughput by 44.4% are achieved compared with the deterministic XY routing algorithm and the simple XY adaptive routing algorithm.

Regional ACO-Based Cascaded Adaptive Routing for Traffic Balancing in Mesh-Based Network-on-Chip Systems

2015 ◽  
Vol 64 (3) ◽  
pp. 868-875 ◽  
Author(s):  
En-Jui Chang ◽  
Hsien-Kai Hsin ◽  
Chih-Hao Chao ◽  
Shu-Yen Lin ◽  
An-Yeu Wu
Keyword(s):  
Adaptive Routing ◽  
Network On Chip ◽  
Traffic Balancing ◽  
On Chip
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