Ant colony optimization based quality of service aware energy balancing secure routing algorithm for wireless sensor networks

M Rathee, S Kumar, AH Gandomi… - … on Engineering …, 2019 - ieeexplore.ieee.org
algorithm and two routing algorithms: distributed energy balanced routing (DEBR) [5] and
energy efficient routing … article for comparing the abovementioned routing algorithms in WSNs. …

Feature engineering for deep reinforcement learning based routing

J Suárez-Varela, A Mestres, J Yu… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
… traditional traffic engineering techniques [6], which rely on complex optimization algorithms
with … , even in some cases falling behind more classical routing algorithms. Other approaches …

A QoS-guaranteed intelligent routing mechanism in software-defined networks

W Sun, Z Wang, G Zhang - Computer Networks, 2021 - Elsevier
… with a certain service. Generally speaking, QoS means the quality of the service provided by
the network … In order to implement the routing algorithm to guarantee QoS requirements, the …

[HTML][HTML] An optimized routing algorithm for vehicle ad-hoc networks

H Bello-Salau, AM Aibinu, Z Wang… - Engineering Science …, 2019 - Elsevier
… IGAROT for road anomaly communication in VANETs. Our findings have provided the …
an improved GA based routing algorithm called IGAROT to determine optimal routes for data …

[HTML][HTML] Routing protocol for Low-Power and Lossy Networks for heterogeneous traffic network

A Musaddiq, YB Zikria, Zulqarnain, SW Kim - EURASIP Journal on …, 2020 - Springer
provided by the RPL standard implementation. The OF0 implementation does not use any
specific routing … The bio-inspired particle multi-swarm optimization (PMSO) routing algorithm

A multipath QoS multicast routing protocol based on link stability and route reliability in mobile ad-hoc networks

M Ghafouri vaighan, MA Jabraeil Jamali - Journal of Ambient Intelligence …, 2019 - Springer
… caused remarkable challenges in providing high quality services for mobile ad hoc networks.
route discovery process in these algorithms, the requested service quality can be provided

Novel reliable routing method for engineering of internet of vehicles based on graph theory

D Zhang, Y Tang, Y Cui, J Gao, X Liu… - Engineering …, 2019 - emerald.com
… a new MRJ routing algorithm. Then, this algorithm is applied to the route discovery process
… speed, EG-RAODV algorithm shows better performance in packet delivery rate. With the …

CFR-RL: Traffic engineering with reinforcement learning in SDN

J Zhang, M Ye, Z Guo, CY Yen… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
traffic matrix provided by the SDN controller periodically, where a small number of critical
flows (eg, K) are selected. The evaluation … 11%-21% of total traffic) is sufficient for CFR-RL to …

Novel self-adaptive routing service algorithm for application in VANET

D Zhang, T Zhang, X Liu - Applied Intelligence, 2019 - Springer
… -adaptive routing algorithm (RSAR) based on this heuristic servicedelivery ratio, with an
average ratio greater than 90%. The packet delivery ratios of the other three routing algorithms

On deep reinforcement learning for traffic engineering in SD-WAN

S Troia, F Sapienza, L Varé… - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
… in the SD-WAN context to achieve similar performance provided by the … analysis: 1) Algorithm
analysis: we evaluate how many samples are needed for different deep-RL algorithms to …