Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
resource and application management are currently in use. This article investigates the
problem of reliable resource provisioning in joint edge-cloud … the reliable resource provisioning

Resource provisioning and allocation in function-as-a-service edge-clouds

O Ascigil, AG Tasiopoulos, TK Phan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… and pay for the resources reserved (not … the edge-cloud infrastructure takes care of resource
provisioning and allocation on behalf of edge-application providers and in turn bill the edge

QoS guaranteed edge cloud resource provisioning for vehicle fleets

G Tang, D Guo, K Wu, F Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… should be elastic, which differs from the static provision in the mobile cellular network. In …
design of edge resource provisioning in a general view, 1The resources at an edge cloud in this …

Cost-efficient resource provisioning for dynamic requests in cloud assisted mobile edge computing

X Ma, S Wang, S Zhang, P Yang… - … Transactions on Cloud …, 2019 - ieeexplore.ieee.org
… which fixed edge hosts are deployed and elastic cloud resources are … resources are provided
in elastic encapsulated instances (eg, Amazon EC2,1 Microsoft Azure2 and Google Cloud

Resource provisioning in edge/fog computing: A comprehensive and systematic review

A Shakarami, H Shakarami, M Ghobaei-Arani… - Journal of Systems …, 2022 - Elsevier
resource provisioning. … to resource provisioning has not been applied in computation
environments despite its importance. This paper provides a review of the resource provisioning

Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing

Z Xu, Y Zhang, H Li, W Yang, Q Qi - Journal of Cloud Computing, 2020 - Springer
… computing and dynamic resource provisioning, and then the cloud-fog-edge computing …
cloud, fog and edge computing is applied to CPS respectively in “Dynamic resource provisioning

Cost-efficient resource provisioning in cloud assisted mobile edge computing

X Ma, S Zhang, P Yang, N Zhang… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
… the resource provisioning problem with multiple edge resource providers (such as base
stations). Multiplexing gain is to be explored by sharing the long-term reserved cloud resources. …

CE-IoT: Cost-effective cloud-edge resource provisioning for heterogeneous IoT applications

Z Zhou, S Yu, W Chen, X Chen - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… -world electricity price and cloud resource price data, as well … a near-optimal long-term
resource cost, while still bounding the … formulation for resource provisioning for heterogeneous IoT …

Resource provisioning in edge computing for latency-sensitive applications

A Abouaomar, S Cherkaoui, Z Mlika… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
resource capacities, type, and requirement of each task. Then, we provide the resource
provisioning … the Lyapunov optimization whenever a resource provisioning is needed under the …

On-demand resource provision based on load estimation and service expenditure in edge cloud environment

J Guo, C Li, Y Chen, Y Luo - Journal of network and computer applications, 2020 - Elsevier
… the fairness of resource provision, … resource provision in the edge cloud environment. In
addition, the literature above usually considers in a cloud environment rather than an edge cloud