Computation offloading and resource allocation in wireless cellular networks with mobile edge computing

C Wang, C Liang, FR Yu, Q Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
resource allocation and content caching in order to improve the performance of wireless
cellular networks with mobile edge computing… • Computation offloading, resource allocation and …

Smart resource allocation for mobile edge computing: A deep reinforcement learning approach

J Wang, L Zhao, J Liu, N Kato - … emerging topics in computing, 2019 - ieeexplore.ieee.org
resource allocation issue including computing resource allocation and network resource
allocation … service time minimization and resource allocation balancing, and proposed a smart …

Zenith: Utility-aware resource allocation for edge computing

J Xu, B Palanisamy, H Ludwig… - … edge computing (EDGE), 2017 - ieeexplore.ieee.org
allocation. In this paper, we propose Zenith… allocating computing resources in an edge
computing platform that allows service providers to establish resource sharing contracts with edge

Joint task offloading and resource allocation for multi-server mobile-edge computing networks

TX Tran, D Pompili - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
computing resource allocation policy as F = {fus |u ∈ U,s ∈S}, in which fus [cycles/s] > 0 is
the amount of computing resource … In addition, a feasible computing resource allocation policy …

Energy-efficient resource allocation for mobile edge computing-based augmented reality applications

A Al-Shuwaili, O Simeone - IEEE Wireless Communications …, 2017 - ieeexplore.ieee.org
… We consider the mobile edge computing system illustrated in Fig. 2, in which K users in a
set K = {1,...,K} run a computation-intensive AR application on their single-antenna mobile …

Resource allocation and trust computing for blockchain-enabled edge computing system

L Zhang, Y Zou, W Wang, Z Jin, Y Su, H Chen - Computers & Security, 2021 - Elsevier
… Therefore, a reliable and efficient system based on edge computing and blockchain is … a
blockchain-enabled edge computing system with resource allocation and trust computing. In our …

Optimization of collaborative resource allocation for mobile edge computing

Z Lv, L Qiao - Computer Communications, 2020 - Elsevier
resource allocation optimization of mobile edge computing (MEC) and reduce the delay of
edge server in … , two optimal edge server deployment schemes of Enumeration-Based Optimal …

Machine and deep learning for resource allocation in multi-access edge computing: A survey

H Djigal, J Xu, L Liu, Y Zhang - IEEE Communications Surveys …, 2022 - ieeexplore.ieee.org
… Therefore, effective resource allocation (RA) … for joint resource allocation. Finally, we discuss
key challenges and future research directions of applying ML/DL for resource allocation in …

Resource allocation based on deep reinforcement learning in IoT edge computing

X Xiong, K Zheng, L Lei, L Hou - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
resources, which are shared and competed by IoT edge applications. Thus, we propose a
resource allocation policy for the IoT edge computing … the efficiency of resource utilization. The …

Joint task assignment, transmission, and computing resource allocation in multilayer mobile edge computing systems

P Wang, C Yao, Z Zheng, G Sun… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… In the nonblocking state, we address a general objective in edge computing system: to
minimize the system latency. The latency of a task is defined as the sum of the computing time …