A new fuzzybased method for load balancing in the cloud‐based Internet of things using a grey wolf optimization algorithm

L Xingjun, S Zhiwei, C Hongping… - International Journal …, 2020 - Wiley Online Library
… -centric applications and services.25 , 26 Load balancing issue … product linguistic values in
defuzzification procedure.38, 39 … can be considered and the impact of these parameters can …

Improved fuzzy load-balancing algorithm for cloud computing system

M Hamdani, Y Aklouf, HA Bouarara - Proceedings of the 9th international …, 2019 - dl.acm.org
… be overloaded with the increasing number of client applications to the process. 3. Clients: …
6.3 Defuzzification The method we use for defuzzification is 'Center of Gravity'. We use three …

Optimum Fuzzy Logic Technique to Assess the Effectiveness of Load Balancing Algorithms

BM Goel - NeuroQuantology, 2022 - search.proquest.com
… improve application speed and reliability, cloud-based load … to combine the effects on
performance of various metrics. Here … Defuzzification As a final step, the fuzzy output is converted …

Analysis of fuzzy logic algorithm for load balancing in SDN

IA Prakoso, SN Hertiana… - 2021 4th International …, 2021 - ieeexplore.ieee.org
… If the network load distribution process is uneven, it will affect … by running the load balancer
application, HTTP requests can … Fuzzy Inference System and then go to step defuzzification

Effective load balancing strategy (ELBS) for real-time fog computing environment using fuzzy and probabilistic neural networks

FM Talaat, SH Ali, AI Saleh, HA Ali - Journal of Network and Systems …, 2019 - Springer
… , (2) applying the fuzzy rules, and (3) defuzzification. Those steps are illustrated in the fuzzy
… It can be used in different scenarios and it focuses on the effect on operational cost, power …

Design and exploration of load balancers for fog computing using fuzzy logic

SP Singh, A Sharma, R Kumar - Simulation Modelling Practice and Theory, 2020 - Elsevier
Defuzzification: Defuzzification is the process of getting crisp … manner nor it is a precise
action to partition, divide or assign … values from an expert and apply non-linear interpolation to …

Enhanced active VM load balancing algorithm using fuzzy logic and K-means clustering

M Hamdani, Y Aklouf - Multiagent and Grid Systems, 2021 - content.iospress.com
Defuzzification is the process of converting the fuzzy output … In cloud system, there are many
challenging issues that affect the … First, weightings the different nodes, where we apply fuzzy

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

SP Singh - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
fuzzy assigns a new priority to the task based on fuzzy rules. It is accomplished by the following
three steps: 1) fuzzification, 2) applying base rules, and 3) defuzzification… massive impact

Efficient Load Management in Multi-Access Edge Computing Using Fuzzy Logic

MD Hossain, T Sultana, MA Hossain, GW Lee… - 정보과학회컴퓨팅의 …, 2020 - dbpia.co.kr
… The proposed fuzzy based load balancing scheme explains in … is center of gravity (COG)[18]
which is used defuzzification … infotainment application which is a latency tolerant application, …

Performance improvement of distributed system through load balancing and task scheduling using fuzzy logic

AA Rajguru, SS Apte - International Journal of Engineering …, 2019 - inderscienceonline.com
… of system using priori knowledge of applications and statistical … that affect the performance
of real-time divisible-load … We have enormous methods for an efficient defuzzification. …