Towards data and computation offloading in mobile cloud computing: taxonomy, overview, and future directions

AM Rahmani, M Mohammadi, AH Mohammed… - Wireless Personal …, 2021 - Springer
The rapid developments in the mobile application context illuminate the demand for more
resources and processing power at Smart Mobile Devices (SMDs). Mobile Cloud Computing …

Deep reinforcement learning for computation offloading in mobile edge computing environment

M Chen, T Wang, S Zhang, A Liu - Computer Communications, 2021 - Elsevier
Recently, in order to distribute computing, networking resources, services, near terminals,
mobile fog is gradually becoming the mobile edge computing (MEC) paradigm. In a mobile …

A survey of computation offloading in edge computing

T Zheng, J Wan, J Zhang, C Jiang… - … Conference on Computer …, 2020 - ieeexplore.ieee.org
Computation offloading is a critical technology for emerging edge computing and Internet of
things (IoT). It is views as a solution of the limited resources of IoT devices by offloading …

Efficient offloading schemes using Markovian models: a literature review

M Masdari, H Khezri - Computing, 2020 - Springer
The increasing demand for new mobile applications puts a heavy demand for more
processing power and resources in smart mobile devices (SMD). Offloading is a promising …

Computation offloading in edge computing environments using artificial intelligence techniques

G Carvalho, B Cabral, V Pereira… - Engineering Applications of …, 2020 - Elsevier
Edge Computing (EC) is a recent architectural paradigm that brings computation close to
end-users with the aim of reducing latency and bandwidth bottlenecks, which 5G …

A context-sensitive offloading system using machine-learning classification algorithms for mobile cloud environment

W Junior, E Oliveira, A Santos, K Dias - Future Generation Computer …, 2019 - Elsevier
Abstract Computational offloading in Mobile Cloud Computing (MCC) has attracted attention
due to benefits in energy saving and improved mobile application performance …

Evidence-aware mobile computational offloading

H Flores, P Hui, P Nurmi, E Lagerspetz… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Computational offloading can improve user experience of mobile apps through improved
responsiveness and reduced energy footprint. A fundamental challenge in offloading is to …

Wireless and service allocation for mobile computation offloading with task deadlines

H Chen, TD Todd, D Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In mobile computation offloading (MCO), mobile devices (MDs) can choose to either execute
tasks locally or have them executed on a remote edge server (ES). This paper addresses the …

Joint optimization of radio resources and code partitioning in mobile edge computing

P Di Lorenzo, S Barbarossa, S Sardellitti - arXiv preprint arXiv:1307.3835, 2013 - arxiv.org
The aim of this paper is to propose a computation offloading strategy for mobile edge
computing. We exploit the concept of call graph, which models a generic computer program …

An effective context sensitive offloading system for mobile cloud environments using support value-based classification

MA Mohammed, AA Kamil, RA Hasan… - … Computing: Practice and …, 2019 - scpe.org
Mobile cloud computing (MCC) has drawn significant research attention recently due to the
popularity and capability of portable devices. This paper presents an MCC offloading system …