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 …
increasing volume of data and satisfy the necessary delays in real-time applications. In …
Cloud computing virtualization of resources allocation for distributed systems
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 …
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 …
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 …
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
Network Function Virtualization (NFV) has revolutionized the way network services are
offered to end users. Individual network functions are decoupled from expensive and …
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 …
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
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 …
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
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 …
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
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 …
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
Although mobile devices today have powerful hardware and networking capabilities, they
fall short when it comes to executing compute-intensive applications. Computation …
fall short when it comes to executing compute-intensive applications. Computation …