AI routers & network mind: A hybrid machine learning paradigm for packet routing

H Yao, T Mai, C Jiang, L Kuang… - IEEE computational …, 2019 - ieeexplore.ieee.org
… -RL) routing algorithm, which allows a team of network nodes working together toward a …
lem of how far away the intelligent control plane can be located from the forwarding plane (“…

An edge-computing paradigm for internet of things over power line communication networks

Y Qian, L Shi, J Li, X Zhou, F Shu, J Wang - IEEE Network, 2020 - ieeexplore.ieee.org
… over PLC paradigm to reduce the transmission latency while … sensor network wherein smart
devices act as either routers or … the lowest network traffic among the three paradigms, since …

Intelligent routing based on reinforcement learning for software-defined networking

DM Casas-Velasco, OMC Rendon… - … on Network and …, 2020 - ieeexplore.ieee.org
… Mizutani, “Routing or computing? the paradigm shift towards intelligent computer network
packet transmission based on deep learning,” IEEE Transactions on …

An intelligent route computation approach based on real-time deep learning strategy for software defined communication systems

B Mao, F Tang, ZM Fadlullah… - … Topics in Computing, 2019 - ieeexplore.ieee.org
… To compare our proposal with conventional routing protocols, we consider the network traffic
… successfully transfer all the packets when the packet generation rate is 160Mbps. When the …

An intelligent fuzzy-based routing scheme for software-defined vehicular networks

L Zhao, Z Bi, M Lin, A Hawbani, J Shi, Y Guan - Computer Networks, 2021 - Elsevier
… , the routing scheme should be conducted towards multiple … occupy a large quantity of storage
and computing resources. … routing experiences is inefficient for packet transmission. One …

Routing optimization meets Machine Intelligence: A perspective for the future network

B Dai, Y Cao, Z Wu, Z Dai, R Yao, Y Xu - Neurocomputing, 2021 - Elsevier
intelligence-enabled network routing and discuss the development trends of machine
intelligence-enabled routing … , the routing algorithm can select a packet forwarding path based on …

ICAFE: Intelligent congestion avoidance and fast emergency services

A Siddiqua, MA Shah, HA Khattak, IU Din… - … Generation Computer …, 2019 - Elsevier
Network (CCN) has been envisioned as a paradigm shiftroute or preempt the route for the
emergency vehicle. … excessive packet forwarding in the network and ensures less network

EARS: Intelligence-driven experiential network architecture for automatic routing in software-defined networking

Y Hu, Z Li, J Lan, J Wu, L Yao - China Communications, 2020 - ieeexplore.ieee.org
… the transmission delay of unicast traffic for optimizing routing. Experiments show that the
Q-learning unicast routing scheme … The Paradigm Shift Towards Intelligent Computer Network

A diversity-based search-and-routing approach for named-data networking

IV Bastos, IM Moraes - Computer Networks, 2019 - Elsevier
… This paradigm shift in Internet usage has motivated the … packets to identify link changes, IP
routing and forwarding … SCAN always sends the I-packet towards the producer and only routes

[HTML][HTML] An effective wireless sensor network routing protocol based on particle swarm optimization algorithm

MZ Ghawy, GA Amran, H AlSalman, E Ghaleb… - … and Mobile Computing, 2022 - hindawi.com
… available swarm intelligencebased routing techniques for WSNs… route detection procedure
and the queue during data packet transmission when calculating the time it takes for a packet