Load Balancing Using Fuzzy Logic PDF
Efficient load Balancing in Cloud Computing using Fuzzy Logic www.iosrjen.org 66 | P a g e
POWER LOAD BALANCING USING FUZZY LOGIC . Saumil Navalbhai Patel . B.E., Gujarat University, India, 2007 . PROJECT . Submitted in partial satisfaction of
2. Technical Background In this section, we introduce a brief background about the . Fuzzy logic methodology can be utilized in solving the problems that are complex to be
and by which node the load balancing is implemented. Our approach is called Centralized-But-Distributed (CBD). Also we introduce a new location policy which utilizes Fuzzy Logic
Keywords- Load balancing, Fuzzy logic, Distributed systems. I. INTRODUCTION Distributed computing systems have become a natural setting in many environments for business and academia. This is due to the rapid increase in processor and/or memory hungry ...
1 LOAD BALANCING OF WEB SERVERS USING FUZZY INFERENCE Rodney Keenan Bachelor of Science (Honours) Monash University Supervisor: Associate Professor Bin Qiu
Fuzzy logic based distributed load balancing algorithms reflect the effect of uncertainty in decision making process. ... from a given input to an output using fuzzy logic. The mapping then provides a basis from which decisions can be made.
Optimization of a Fuzzy Logic Controller for Handover-based Load Balancing P. Mu noz, R. Barco, I. de la Bandera, M. Toril and S. Luna-Ram˜ ´ırez
In contrast, the load balancing based on fuzzy logic approach resolves this problem. On the other hand, even using fuzzy logic, the load balancing scheme is not capable to manage system resources any time, because the load data from resources are exchanged in
Modeling of Linux Virtual Server using an Optimal Load Balancing Algorithm ... especially using fuzzy logic, effectively to reflect real server's global uncertainty [1-3]. However, most conventional fuzzy approaches for the load balancing were implemented by merely
fixed threshold levels for load balancing. Load balancing using fuzzy system is a natural extension of double ... Section 2 briefly reviews fuzzy logic controller and clustering. The proposed algorithm using fuzzy clustering is presented in section 3.
This paper provides a fuzzy logic-base intelligent load balancing in centralized distributed system. The efficiency of proposed load balancing is studied in OPNET simulation environment. The length of sent packet and service rate in each node has been considered non-constant ...
Nassar & AL-Musawi: Fuzzy Neural Network for Dynamic load balancing of nodes for ad hoc … increasing development of mobile wireless network there are two main
Keywords-ANFIS; 3GPP; LTE; Neural Network; Fuzzy Logic; Load balancing; Virtual load. I. INTRODUCTION The third generation project (3GPP) Long Term Evolution (LTE) has the core objective of meeting the increasing performance ... since load balancing using handover is a
Automatic Link Balancing Using Fuzzy Logic Control of Handover Parameter Pedro M. d’Oreyz, Mario Garcia-Lozanoyand Michel Ferreira DCC, Faculty of Sciences, University of Porto, Rua do Campo Alegre, 1021/1055, 4169-007 Porto, Portugal
Accurate Reactive Power Controller and Power Factor Correction Using Fuzzy Logic 1164 still popularly used in modern power distribution systems for load balancing and power factor correction
load balancing, auto-tuning, fuzzy Q-learning. 1. Introduction The landscape of wireless communication networks ... performed using a fuzzy logic controller that is optimized using a fuzzy Q-learning algorithm. The controller adapts
fuzzy logic control rules are constructed by using linguistic variables, intuitive knowledge ... S. and DasBit, S., A load balancing strategy using dynamic channel assignment and channel borrowing in cellular mobile environment, IEEE Personal Wireless Communications, pp.278-282,
fuzzy logic for a load balancing solution that is cost effective and closer to human intuition Keywords ANFIS, Soft computing, 3GPP LTE, Load balancing 1. INTRODUCTION Load balancing is a self-organizing function specified for the
Abstract—This paper presents a fuzzy logic controlled shunt active power filter used to compensate for harmonic distortion in
Load balancing is an important feature that keeps the power system safe from overloading. Load details can be obtained from Circuit ... Grid using Fuzzy Logic (FL) Algorithm and calculated using Java Swing Program which runs in Netbeans IDE, version
NSGA II without fuzzy logic and with fuzzy logic; besides our method considers load balancing using fuzzy function indirectly. In NSGA II with Variance based fuzzy Crossover, inputs for fuzzy function are Variance between Costs of
A Resource Pool Management Model using Fuzzy Logic Decision Making Mya Sithu University of Computer Studies, Yangon Myanmar Ni Lar Thein University of Computer Studies, Yangon ... Load balancing, Resource Management, AHP, Fuzzy-TOPSIS, Neuro-Fuzzy 1.
Performance Metrics using an Optimal Load Balancing Algorithm ... especially using fuzzy logic, effectively to reflect real server's global uncertainty ... distributed to the real servers by using the fuzzy load-balancing algorithm equipped with the DSR ...
fuzzy logic, load balancing. I. INTRODUCTION In today’s networks, one of the main goals of a service provider is to satisfy their customer demands while using the network resources efficiently. Currently, the prevalent use of
USING FUZZY LOGIC SHAHARUDDIN SALLEH Department of Mathematics BAHROM SANUGI Research and Consultation Unit HISHAMUDDIN JAMALUDDIN ... logic to achieve near optimum load balancing for the task allocation problem in a multiprocessor system.
filter using fuzzy logic, PI controllers. The ... power compensation, load balancing, voltage regulation, and voltage flicker compensation In three-phase four-wire systems with ... linear load Using Fuzzy control with respect to time
shunt active power filter using fuzzy logic, PI controllers. The results are found to be quite satisfactory to ... load balancing, voltage regulation, and voltage flicker compensation In three-phase four-wire systems with nonlinear loads
fuzzy logic DSTATCOM has been simulated for current balancing and harmonic compensation for both linear and non-linear loads. ... current, source voltage with application of nonlinear load. Now again the Fuzzy logic based controller is able
dynamic behavior of shunt active power filter using fuzzy logic, PI controllers. The results are found to be quite satisfactory to mitigate harmonic Distortions, reactive power compensation and ... load balancing, voltage regulation, and
DDCA in Cellular Network using Fuzzy Rule Based Multi-agent System Megha Kamble Research Scholar R.G.P.V. ... Load balancing, Cellular System, Negotiation 1. ... a fuzzy logic based admission control method that involves less
42 Load-Based Fuzzy Logic Approach to Cluster-Head Election for Wireless Sensor Networks Nancy ak Bundan Faculty of Computer Science and Information Technology
Keywords: Fuzzy Logic, Cloud computing,processor Speed etc. 1. ... Anupama Sahu,Suvendu Kumar Jena,“ Efficient load Balancing in Cloud Computing using Fuzzy Logic”, IOSR Journal of Engineering Volume 2, Issue 7,July 2012, pg 65-71.
Cooperation Model for Object Group using Load Balancing Romeo Mark A. Mateo, Insook Yoon and Jaewan Lee School of Electronic and Information Engineering, Kunsan National University ... works by using a fuzzy logic controller which informs a
Load balancing, neural network, fuzzy logic, LDI Model, USU Model. Entity (MME), whereas overload management procedure is 1 ... Load balancing is usually executed using handover. However, Handover is a computationally expensive task, ...
Fuzzy logic Availability Load-balance abstract System virtualization provides low-cost, ﬂexible and powerful executing environment for virtualized ... infer the overall load-balancing status of the whole virtualized data center.
using fuzzy logic for controlling the scalable cloud service is introduced. The proof of concept is reported in Section V. ... and the load balancing. This component tries to keep the required QoS. It is implemented in an intelligent way, to
Using fuzzy logic with radio frequency identification to develop a theoretical m odel for monitoring package placement Diss. Design of an automatic landing system for the meridian UAV using fuzzy logic Dis
Hop-by-Hop Congestion Control and Load Balancing in Wireless Sensor Networks Can Basaran, Kyoung-Don Kang, Mehmet H. Suzer Department of Computer Science
One of the key benefits is better load balancing by using of VM migration between hosts. ... But in fuzzy logic, in order to answer to events, a consistent spectrum is considered between ‘to exist’ and ‘not to exist’ and world phenomena are seen as gray neither black nor white.
routing to achieve lifetime improvements by load balancing and exploiting cross-layer information in wireless sensor network. The cluster-based wireless sensor network ... We are using fuzzy logic scheme for selecting cluster head. Using AOMDV protocol for route discovery in sensor network .
(PCC) so that harmonic filtering, power factor correction, and load balancing can be achieved. The DSTATCOM consists of a current-controlled voltage-source inverter ... voltage controller gives fast transient response under load transients by using the fuzzy logic controller. REFERENCES 1. M. H ...
resources for the participation in the load balancing process. Fuzzy-Logic Based Task Mapping: As shown in Fig 2, Task mapping from overloaded resource to under-loaded resources are done by using fuzzy-logic. Trust value updation: To reflect the dynamism in
Keywords: Dynamic channel borrowing; Dynamic load balancing; Fuzzy logic control; Channel allocation; Wireless cellular networks ... is composed of three design phases by applying fuzzy logic control to them. The cell load decision-making indicates the amount of information regarding the cell as ...
ing, or load balancing. Grids have a series of speciﬁc features, like heterogeneity, autonomy, scalabilityand adaptability, ... tational Grids scenarios using fuzzy logic. Compared to prior literature, this Meta-Scheduler is of a great value, since in
Fuzzy logic Controller M.Bhanu Siva, M.R.P Reddy, Ch.Rambabu EEE Department ,Sri Vasavi Engineering College Pedatadepalli, Tadepalligudem ,Andhra Pradesh, India ... load balancing and neutral current compensation in 3-phase 4-wire system.
GRID LOAD BALANCING USING AN ECHO SYSTEM OF INTELLIGENT ANTS Mohsen Amini Salehi, Hossain Deldari ... Because of fuzzy logic power in the adaptation among several parameters in a problem, and considering the step
fuzzy logic is again used in determining the next itineration step counts. The controller determines the next step counts ... 4. M. Amini, H. Deldari: Grid Load Balancing Using an Echo System of Ants, in Proc. Of 24th IASTED Int. Cnf, Innsbruck, (2006) 47–52. 5. M.
Load Balancing in cloud based on Fuzzy Logic  Extension of classic MapReduce model for effective job and task ... “Optimization of load balancing using fuzzy Q-Learning for next generation wireless networks,” In the Journal Proceedings of Expert Systems with Applications, Vol. 8 ...
Qualitative Reactive Navigation using Fuzzy Logic 21 D. Schneider, E. Stroulia, E. Prassler ... Fuzzy Control of Load-Balancing for Distributed DB/DC Transaction Processing 50 R. Riedl, R. Salomon Fuzzy Model-Based Predictive Control of Nonlinear Processes with Fast Dynamics 57