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 …

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 …

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 …

Resource allocation with edge computing in IoT networks via machine learning

X Liu, J Yu, J Wang, Y Gao - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… ], an intelligent resource allocation framework was developed to solve the complex resource
allocation … Simeone, “Energy-efficient resource allocation for mobile edge computing-based …

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 …

Blockchain-based edge computing resource allocation in IoT: A deep reinforcement learning approach

Y He, Y Wang, C Qiu, Q Lin, J Li… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… We do this experiment to exhibit the average performance of edge computing resource allocation
per … set edge computing processing rates μi. The simulation results are shown in Fig. 5. …

Energy-efficient UAV-assisted mobile edge computing: Resource allocation and trajectory optimization

M Li, N Cheng, J Gao, Y Wang, L Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
edge servers and reduce the overall computing delay accordingly. The above works consider
resource allocation in MEC with fixed edge … our work studies edge computing supported by …

Joint task offloading and resource allocation for energy-constrained mobile edge computing

H Jiang, X Dai, Z Xiao, A Iyengar - … on Mobile Computing, 2022 - ieeexplore.ieee.org
… of task offloading and resource allocation in mobile edge computing (MEC)… edge servers
based on the allocated computation (eg, CPU/GPU cycles and storage) and wireless resources (…

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 …

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