A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment

FM Talaat, MS Saraya, AI Saleh, HA Ali… - Journal of Ambient …, 2020 - Springer
… 4 The proposed load balancing and optimization strategy (LBOS) This section introduces
the proposed load balancing and optimization strategy (LBOS) using DRA method in FC …

[HTML][HTML] Dynamic load balancing strategy for cloud computing with ant colony optimization

R Gao, J Wu - Future Internet, 2015 - mdpi.com
… In this paper, we present a novel approach on load balancing via ant colony optimization
(ACO), for balancing the workload in a cloud computing platform dynamically. Two strategies, …

[PDF][PDF] Ant colony optimization: A solution of load balancing in cloud

R Mishra, A Jaiswal - International Journal of Web & Semantic …, 2012 - academia.edu
… the main concern is load balancing in cloud computing. The load can be CPU load, memory
… on Ant Colony optimization to resolve the problem of load balancing in cloud environment. …

Control-based load-balancing techniques: Analysis and performance evaluation via a randomized optimization approach

AV Papadopoulos, C Klein, M Maggio… - Control Engineering …, 2016 - Elsevier
… the load-balancing strategies development, we show through experiments how brownout
can increase resilience, even when used with a brownout-unaware load-balancing algorithm, …

Cloud task scheduling based on load balancing ant colony optimization

K Li, G Xu, G Zhao, Y Dong… - 2011 sixth annual …, 2011 - ieeexplore.ieee.org
… In this paper, we proposed a Load Balancing Ant Colony Optimization (LBACO) algorithm to
… the load balancing factor LBj in the ant algorithm to improve the load balancing capability, …

Load balancing in cloud computing using optimization techniques: A study

A Dave, B Patel, G Bhatt - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Load balancing is one of the main challenges, … of the load balancing optimization techniques
of evolutionary and swarm based algorithms which will help to overcome the optimization

Dynamic load balancing methods for resource optimization in cloud computing environment

R Ashalatha, J Agarkhed - 2015 Annual IEEE India Conference …, 2015 - ieeexplore.ieee.org
Optimized load balancers have to be used for smoother performance of work in cloud
environment. The dynamic load balancers … dynamic load balancing methods used for optimized

Effective load balancing strategy using fuzzy golden eagle optimization in fog computing environment

SP Singh - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
… In this work, we describe the Fuzzy Golden Eagle Load Balancing (FGELB) strategy in a fog
computing environment. The proposed design made up of three layers: the end device, fog, …

Cloud server optimization with load balancing and green computing techniques using dynamic compare and balance algorithm

Y Sahu, RK Pateriya, RK Gupta - 2013 5th International …, 2013 - ieeexplore.ieee.org
… cloud server optimization using load balancing and server … optimization with load balancing
and server consolidation. Section 3 gives brief descriptions about distributed load balancing

An efficient load balancing and performance optimization scheme for constraint oriented networks

R Khan - Simulation Modelling Practice and Theory, 2019 - Elsevier
… In this paper, an efficient load balancing and performance optimization scheme (LBS) is …
form an optimized load balancing strategy. Initially, the proposed LBS routes most of the load or …