Traditional Traffic Engineering (TE) usually balances the load on network links by
formulating and solving a routing optimization problem based on measured Traffic Matrices …

Nowadays, Wireless Sensor Networks (WSNs) are effectively used in a wide range of
application areas such as environmental monitoring, home automation, control of …

In building a network, routing technology is needed to connect between networks. Software-
Defined Network (SDN) is a network paradigm where the control plane is separate from the …

In mobile ad-hoc networks (MANETs) always the quality-of-service (QoS) routing problem
remains to exist and as a non-deterministic polynomial hard problem it is necessary to …

The most important tendency of future Internet architectures is maintaining the best Quality of
Experience (QoE), which represents the subjective perception of end-users using network …

The diversity of Internet of Things applications require a flexible routing protocol to cope with
several constraints. In this context, the RPL protocol was designed to meet the needs of IoT …

Routing protocols are a set of rules used by routers to exchange data between source and
destination devices. There are quite a number of routing protocols, out of which, Routing …

Abstract The Internet of Things (IoT), which builds a large network of billions and trillions of"
things” that interact with each other, faces many technological and application challenges …

In this paper, we propose two adaptive routing algorithms based on reinforcement learning.
In the first algorithm, we have used a neural network to approximate the reinforcement …

Increasing Internet usage leads us to the increased number of users in communication
networks. This results in high data rate loading in the networks and increases the blocking …