… ing a priori knowledge of network dynamics [25]. In [26], an intelligent resource allocation
framework was developed to solve the complex resource allocation problem by proposing a …

… The major contribution of this paper is as follows: 1) We first consider resource allocation
in IoT networks with edge computing to design a task offloading scheme for IoT devices. We …

… First of all, we consider 3 edge networks and each edge network has 2 agents in our
simulation parameters. At the same time, we compare our proposed MADDPG scheme with other …

… latency requirement and the limited resources. The problem is a … sion resources allocation,
and computing resources allocation of … an intelligent and efficient resource allocation and task …

… -UAV enabled IoT edge network for dynamic task offloading and resource allocation in a … ,
we investigate a multiUAV enabled IoT edge network for computation offloading, and resource …

… network topology, T-LEX, as the edge network topology of the IoT-based smart city in our
experiments. A simulator in Python was developed to simulate the edge resource allocation for …

… In this work we simulate a resource allocation policy based on the network system which has
been formulated in Section 3. We use a heterogenous edge network with 20 users, M (M = 2…

… slicing, and leverages DRL to learn the optimal resource allocation scheme. In this … resources
in multiaccess edge network slicing which is formulated as a twolevel resource allocation …

… VNF resource allocation scheme based on context-aware grouping in edge networks (VNF…
minimize the average endto-end delay in edge networks, where an user group is defined as a …

… 1, we consider a mobile edge network consisting of one MEC server and one mobile device,
both equipped with certain caching and computing abilities. The mobile device is assumed …