Machine learning-based computation offloading in edge and fog: a systematic review

S Taheri-abed, AM Eftekhari Moghadam… - Cluster Computing, 2023 - Springer
Abstract Today, Mobile Cloud Computing (MCC) alone can no longer respond to the
increasing volume of data and satisfy the necessary delays in real-time applications. In …

Cloud computing virtualization of resources allocation for distributed systems

H Shukur, S Zeebaree, R Zebari, D Zeebaree… - Journal of Applied …, 2020 - jastt.org
Cloud computing is a new technology which managed by a third party “cloud provider” to
provide the clients with services anywhere, at any time, and under various circumstances. In …

[HTML][HTML] Efficient autonomic and elastic resource management techniques in cloud environment: taxonomy and analysis

MAN Saif, SK Niranjan, HDE Al-Ariki - Wireless Networks, 2021 - Springer
Resource management (RM) is a challenging task in a cloud computing environment where
a large number of virtualized, heterogeneous, and distributed resources are hosted in the …

Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions

F Saeik, M Avgeris, D Spatharakis, N Santi… - Computer Networks, 2021 - Elsevier
Next generation communication networks are expected to accommodate a high number of
new and resource-voracious applications that can be offered to a large range of end users …

[HTML][HTML] VNF placement optimization at the edge and cloud

A Leivadeas, G Kesidis, M Ibnkahla, I Lambadaris - Future Internet, 2019 - mdpi.com
Network Function Virtualization (NFV) has revolutionized the way network services are
offered to end users. Individual network functions are decoupled from expensive and …

[HTML][HTML] An efficient green computing fair resource allocation in cloud computing using modified deep reinforcement learning algorithm

K Karthiban, JS Raj - Soft Computing, 2020 - Springer
Cloud computing provides services and resources in the Internet, and many applications are
self-service-supported, on-demand resource allocation-adapted. These dynamic networks …

[HTML][HTML] Where there is fire there is smoke: A scalable edge computing framework for early fire detection

M Avgeris, D Spatharakis, D Dechouniotis, N Kalatzis… - Sensors, 2019 - mdpi.com
A Cyber-Physical Social System (CPSS) tightly integrates computer systems with the
physical world and human activities. In this article, a three-level CPSS for early fire detection …

[HTML][HTML] An efficient load balancing framework for deploying resource schedulingin cloud based communication in healthcare

A Jangra, N Mangla - Measurement: Sensors, 2023 - Elsevier
In distributed environments, cloud computing is widely used to manage user requests for
resources and services. Resource scheduling is used to handle user requests for resources …

Energy efficient load balancing hybrid priority assigned laxity algorithm in fog computing

SP Singh, R Kumar, A Sharma, JH Abawajy, R Kaur - Cluster Computing, 2022 - Springer
Fog computing has the capability to provide computing resources to end-to-end devices like
Internet-of-Things (IoT), thereby reducing the burden on the cloud. However, due to the …

Adaptive resource allocation for computation offloading: A control-theoretic approach

M Avgeris, D Dechouniotis, N Athanasopoulos… - ACM Transactions on …, 2019 - dl.acm.org
Although mobile devices today have powerful hardware and networking capabilities, they
fall short when it comes to executing compute-intensive applications. Computation …