Resource allocation mechanisms and approaches on the Internet of Things

Z Ghanbari, N Jafari Navimipour, M Hosseinzadeh… - Cluster …, 2019 - Springer
… technical keys in the scope of resource allocation in the IoT and its platforms are … resource
allocation methods in the future is highlighted and the open issues about resource allocation

Optimizing resources allocation for fog computing-based Internet of Things networks

X Li, Y Liu, H Ji, H Zhang, VCM Leung - IEEE Access, 2019 - ieeexplore.ieee.org
… In this paper, we investigate the optimal heterogenous resource allocation problem in fog
computing-based IoT networks to fulfill the computation and latency requirements of the IoT …

Large scale resource allocation for the internet of things network based on ADMM

Y He, S Zhang, L Tang, Y Ren - IEEE Access, 2020 - ieeexplore.ieee.org
… of Things (IoT) devices poses challenges in resource allocation. … resource allocation
problems. Based on this, three optimization problems are investigated in a hierarchical IoT network. …

Optimal resource allocation in energy-efficient Internet-of-Things networks with imperfect CSI

JA Ansere, G Han, L Liu, Y Peng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… a proposed resource allocation algorithm to jointly optimize power allocation, user selection…
algorithm optimizes the power and resource allocations as implemented practically in …

Resource allocation in wireless powered IoT networks

X Liu, Z Qin, Y Gao, JA McCann - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… Our objective is to maximize the network throughput with increasing resource allocation
efficiency for IoT networks under dynamic EH constraints. Then we can formulate the problem as …

Joint task offloading and QoS-aware resource allocation in fog-enabled Internet-of-Things networks

X Huang, Y Cui, Q Chen, J Zhang - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… fog computing network, including … resource allocation scheme, which jointly considers the
association between fog nodes (FNs) and IDs, transmission and computing resource allocation

Energy efficient resource allocation for UAV-assisted space-air-ground Internet of remote things networks

Z Li, Y Wang, M Liu, R Sun, Y Chen, J Yuan, J Li - IEEE Access, 2019 - ieeexplore.ieee.org
… a resource allocation problem of SAG-IoRT networks for … The resource allocation problem
is hard to tackle directly. It is … of the proposed resource allocation algorithm. The results show …

Toward Deep Q-Network-Based Resource Allocation in Industrial Internet of Things

F Liang, W Yu, X Liu, D Griffith… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… learning to solve the resource allocation problem in the IIoT system. Then, we present resource
allocation algorithms for both bandwidth and energy resources. Finally, we transform the …

Joint resource allocation and UAV trajectory optimization for space–air–ground Internet of remote things networks

Y Wang, Z Li, Y Chen, M Liu, X Lyu, X Hou… - IEEE Systems …, 2020 - ieeexplore.ieee.org
… In this article, we have investigated a resource allocation problem for SAG–IoRT networks.
Specifically, the smart device connection scheduling, power control, and UAV trajectory …

Machine learning-based resource allocation in satellite networks supporting internet of remote things

D Zhou, M Sheng, Y Wang, J Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… recent research on resource allocation in satellite networks, which has … resource allocation
strategies [14]–[18] and the stochastic optimization and learning based resource allocation