Offloading Decision and Resource Allocation in Mobile Edge ...

Offloading Decision and Resource Allocation in Mobile Edge ... - MDPI

The main objective of this paper mentioned in the summary is to design an algorithm for time- and energy-optimized task offloading decision-making in MEC ...

Optimal Offloading and Resource Allocation in Mobile-Edge ...

When the offloading decision is given, we obtain the closed-form expressions of the offloading transmit power and local CPU frequencies and propose an efficient ...

Joint task offloading and resource allocation in mobile edge ...

... decision making should be considered. Therefore, the resource allocation schemes should be re-investigated when considering the downloading ...

Joint offloading decision and resource allocation for mobile edge ...

This paper considers a multi-user MEC-enabled wireless communication system, where UEs suffer limited communication and computation resources.

Optimal Task Offloading and Resource Allocation in Mobile-Edge ...

Furthermore, we prove that the optimal offloading decisions follow an one-climb policy, based on which a reduced-complexity Gibbs Sampling algorithm is proposed.

Intelligent Offloading Decision and Resource Allocation for Mobile ...

Mobile Edge Computing (MEC) is one of the most promising paradigms for overcoming Edge Devices (EDs) constraints. These EDs suffer from resource limitations ...

Joint Offloading Decision and Resource Allocation in Mobile Edge ...

A joint offloading decision and resource allocation scheme is proposed. The computing resource allocation problem is first decomposed into two ...

Optimizing task offloading and resource allocation in edge-cloud ...

... mobile edge computing system by formulating it as a Markov decision process. The algorithm uses deep reinforcement learning with a self ...

Joint Offloading Decision and Resource Allocation in Mobile Edge ...

With the development of satellite-terrestrial network (STN), mobile edge computing (MEC) servers are deployed at low orbit earth (LEO) satellites to provide ...

Joint offloading decision and resource allocation in vehicular edge ...

Hyper-dynamic mobile VEC networks and fast changing channel conditions pose significant challenges for computation offloading. How to offload ...

[PDF] Task Offloading and Resource Allocation for Mobile Edge ...

A reinforcement-learning-based state-action-reward-state-action (RL-SARSA) algorithm to resolve the resource management problem in the edge server, and make ...

Intelligent Offloading Decision and Resource Allocation for Mobile ...

Request PDF | On Dec 1, 2022, Omar Baslaim and others published Intelligent Offloading Decision and Resource Allocation for Mobile Edge Computing | Find, ...

Offloading Decision and Resource Allocation in Mobile Edge ... - OUCI

Offloading Decision and Resource Allocation in Mobile Edge Computing for Cost and Latency Efficiencies in Real-Time IoT · Abstract · List of references.

Joint Task Offloading and Resource Allocation in Heterogeneous ...

Abstract—Mobile edge computing is becoming one of the ubiquitous computing paradigms to support applications requir- ing low latency and high computing ...

Joint Resource Allocation and Offloading Decision in Mobile Edge ...

Energy consumption is one of the factors that affect the lifetime of the mobile wireless network. In this paper, a joint optimizing subcarriers and bits ...

Computation Offloading and Resource Allocation in Mobile Edge ...

To this end, we convert the original problem into a Markov Decision Process (MDP). Then, an entropy-based deep reinforcement learning algorithm ...

Joint Offloading Decision and Resource Allocation for Vehicular Fog ...

MEC servers are located on the edge of wireless network with more computing and storage resources than mobile terminals. Many existing works.

Task Offloading and Resource Allocation Strategy Based on Deep ...

For the problems of unreasonable computation offloading and uneven resource allocation in Mobile Edge Computing (MEC), this paper proposes a ...

Decentralized Computation Offloading and Resource Allocation for ...

Decentralized Computation Offloading and Resource Allocation for Mobile-Edge Computing: A Matching Game Approach · Figures · Topics · 103 Citations · 40 References ...

Joint task offloading and resource allocation for multi-user ...

Partial offloading and collaborative mobile edge computing (MEC) are thus proposed to segment the tasks and offload a portion of the tasks to ...