Task allocation methods and optimization techniques in edge computing: A systematic review of the literature

V Patsias, P Amanatidis, D Karampatzakis, T Lagkas… - Future Internet, 2023 - mdpi.com
Task allocation in edge computing refers to the process of distributing tasks among the
various nodes in an edge computing network. The main challenges in task allocation …

Resource scheduling in edge computing: Architecture, taxonomy, open issues and future research directions

M Raeisi-Varzaneh, O Dakkak, A Habbal… - IEEE Access, 2023 - ieeexplore.ieee.org
The implementation of the Internet of Things and 5G communications has pushed
centralized cloud computing toward edge computing resulting in a paradigm shift in …

Multi-criteria optimal task allocation at the edge

K Kolomvatsos, C Anagnostopoulos - Future Generation Computer Systems, 2019 - Elsevier
Abstract In Internet of Things (IoT), numerous nodes produce huge volumes of data that are
the subject of various processing tasks. Tasks execution on top of the collected data can be …

Joint optimization for task offloading in edge computing: An evolutionary game approach

C Dong, W Wen - Sensors, 2019 - mdpi.com
The mobile edge computing (MEC) paradigm provides a promising solution to solve the
resource-insufficiency problem in mobile terminals by offloading computation-intensive and …

Algorithmic implementation of deep learning layer assignment in edge computing based smart city environment

K Lee, BN Silva, K Han - Computers & Electrical Engineering, 2021 - Elsevier
Supporting deep learning is a challenge for Internet of Things hardware with limited
computing capacity. Edge computing is a promising solution that supports such hardware as …

Joint bandwidth allocation and task offloading in multi-access edge computing

S Song, S Ma, X Zhu, Y Li, F Yang, L Zhai - Expert Systems with …, 2023 - Elsevier
In recent years, multi-access edge computing (MEC) has become a hot topic. With its
distributed characteristics, MEC provides more possibilities for delay-sensitive tasks. In this …

Optimized task allocation for IoT application in mobile-edge computing

J Liu, C Liu, B Wang, G Gao… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the rapid upgrading and explosive growth of Internet of Things (IoT) devices in mobile-
edge computing, more and more IoT applications with high resource requirements are …

Joint optimization of request assignment and computing resource allocation in multi-access edge computing

H Liu, X Long, Z Li, S Long, R Ran… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of multi-access edge computing (MEC), the cloudlet at the edge of the
network can provide nearby high-performance computing services, thus reducing the …

A cyclic game for service-oriented resource allocation in edge computing

S Ma, S Guo, K Wang, W Jia… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Existing works adopt the Edge-Oriented Resource Allocation (EORA) scheme, in which
edge nodes cache services and schedule user requests to distribute workloads over cloud …

Resource scheduling in edge computing: A survey

Q Luo, S Hu, C Li, G Li, W Shi - IEEE Communications Surveys …, 2021 - ieeexplore.ieee.org
With the proliferation of the Internet of Things (IoT) and the wide penetration of wireless
networks, the surging demand for data communications and computing calls for the …