A systematic review of energy management strategies for resource allocation in the cloud: Clustering, optimization and machine learning
S Jayaprakash, MD Nagarajan, RP Prado… - Energies, 2021 - mdpi.com
Nowadays, many organizations and individual users are employing cloud services
extensively due to their efficiency, reliability and low cost. A key aspect for cloud data centers …
extensively due to their efficiency, reliability and low cost. A key aspect for cloud data centers …
Adaptive computational solutions to energy efficiency in cloud computing environment using VM consolidation
B Magotra, D Malhotra, AK Dogra - Archives of computational methods in …, 2023 - Springer
Cloud Computing has emerged as a computing paradigm where services are provided
through the internet in recent years. Offering on-demand services has transformed the IT …
through the internet in recent years. Offering on-demand services has transformed the IT …
Energy-latency tradeoff for dynamic computation offloading in vehicular fog computing
Vehicular Fog Computing (VFC) provides solutions to relieves overload cloudlet nodes,
reduces service latency during peak times, and saves energy for battery-powered cloudlet …
reduces service latency during peak times, and saves energy for battery-powered cloudlet …
Smart healthcare: RL-based task offloading scheme for edge-enable sensor networks
With the wide application of Internet-of-Medical-Things (IoMTs) or sensor nodes which
equipped with sensors. These networked sensors are used to gather enormous data from …
equipped with sensors. These networked sensors are used to gather enormous data from …
PAPSO: A power-aware VM placement technique based on particle swarm optimization
With the widespread usage of cloud computing to benefit from its services, cloud service
providers have invested in constructing large scale data centers. Consequently, a …
providers have invested in constructing large scale data centers. Consequently, a …
DCHG-TS: a deadline-constrained and cost-effective hybrid genetic algorithm for scientific workflow scheduling in cloud computing
A Iranmanesh, HR Naji - Cluster Computing, 2021 - Springer
Cloud infrastructures are suitable environments for processing large scientific workflows.
Nowadays, new challenges are emerging in the field of optimizing workflows such that it can …
Nowadays, new challenges are emerging in the field of optimizing workflows such that it can …
Managing overloaded hosts for energy-efficiency in cloud data centers
Traditional data centers are shifted toward the cloud computing paradigm. These data
centers support the increasing demand for computational and data storage that consumes a …
centers support the increasing demand for computational and data storage that consumes a …
A dynamic VM consolidation approach based on load balancing using Pearson correlation in cloud computing
JPB Mapetu, L Kong, Z Chen - The Journal of Supercomputing, 2021 - Springer
In recent years, cloud data centers are rapidly growing with a large number of finite
heterogeneous resources to meet the ever-growing user demands with respect to the SLA …
heterogeneous resources to meet the ever-growing user demands with respect to the SLA …
Migration-based load balance of virtual machine servers in cloud computing by load prediction using genetic-based methods
LH Hung, CH Wu, CH Tsai, HC Huang - IEEE Access, 2021 - ieeexplore.ieee.org
This paper presents a two-stage genetic mechanism for the migration-based load balance of
virtual machine hosts (VMHs) in cloud computing. Previous methods usually assume this …
virtual machine hosts (VMHs) in cloud computing. Previous methods usually assume this …
Adaptive client selection in resource constrained federated learning systems: A deep reinforcement learning approach
H Zhang, Z Xie, R Zarei, T Wu, K Chen - IEEE Access, 2021 - ieeexplore.ieee.org
With data increasingly collected by end devices and the number of devices is growing
rapidly in which data source mainly located outside the cloud today. To guarantee data …
rapidly in which data source mainly located outside the cloud today. To guarantee data …