Load Balancing Using Fuzzy Logic PDF
Efficient load Balancing in Cloud Computing using Fuzzy Logic www.iosrjen.org 69 | 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
Fuzzy Logic; Load Balancing; Grid Computing. 1. Introduction . Grid computing can be considered as a type of parallel and distributed systems that enables the selection, distribution, and aggregation of resources dynamically at
using fuzzy logic for the purpose of load balancing has only concentrated in utilizing fuzzy logic concepts in describing processors load ... Keywords— Dynamic load balancing, fuzzy logic, distributed systems, algorithm. I. INTRODUCTION
have implemented the fuzzy load balancing algorithm and compared the effect of using different defuzzification methods, reported in the literature. Keywords: ... Fuzzy logic based distributed load balancing algorithms
LOAD BALANCING OF WEB SERVERS USING FUZZY INFERENCE Rodney Keenan Bachelor of Science (Honours) Monash University Supervisor: Associate Professor Bin Qiu ... Since fuzzy logic works by using a degree of belief in true and false questions, ...
Keywords- Load balancing, Fuzzy logic, Distributed systems. I. INTRODUCTION Distributed computing systems have become a natural ... This table confirms fuzzy load balancing algorithm has better response time and performance in comparison to
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
load balancing using the fuzzy logic algorithm. Under the same conditions, we also generate a connection per 0.3s. Every connection can gener- ... IP layer load balance using fuzzy logic under IPv6 anycast mechanism Author: M34 Created Date:
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.
ANFIS; 3GPP; LTE; Neural Network; Fuzzy Logic; Load balancing; Virtual load Created Date: 4/8/2012 1:01:44 PM ...
each point in the network to make load balancing for nodes using two fuzzy neural networks, firstly,FNN1 based on two measurements which are queue length, ... Keywords: ad hoc networks,load balance, fuzzy logic, neural networks . 1. Introduction Generally, in computer network, load
Automatic Link Balancing Using Fuzzy Logic Control of Handover Parameter ... Fuzzy Logic Controller balances continuously the individual link ... to environmental conditions and load balancing. A capacity increase of 23% was observed. Thus, ...
This paper provides a fuzzy logic-base intelligent load balancing in centralized distributed ... ( 2000), A fuzzy approach to load balancing in a distributed object computing network, In Proc. Of 6th Int IEEE Conf. HPDC.  Deneubourg J. L., ...
A number of researchers developed load balancing algorithms, especially using fuzzy logic, effectively to reflect real server's global uncertainty [1-3]. ... "Genetic Based Web Cluster Dynamic Load Balancing in Fuzzy Environment", 0-7695-0589-2/00 2000 IEEE 4. Ralf S., ...
load balancing, auto-tuning, fuzzy Q-learning. 1. Introduction The landscape of wireless communication networks becomes more and more heterogeneous, ... performed using a fuzzy logic controller that is optimized using a fuzzy Q-learning algorithm.
Correction Using Fuzzy Logic Muhammad M.A.S. Mahmoud Al Hosn Gas Co., Projects Div., UAE ... involves two separable acts: load balancing and power factor correction. Both of them can be carried out together or separately. Modification of the reactive
International Journal of Computer Applications (0975 – 8887) Volume 43– No.19, April 2012 36 membership is matter of degree. In addition to fuzzy logic,
NSGA II without fuzzy logic and with fuzzy logic; besides ... load balancing using fuzzy function without optimizing load balancing objective function. Tests were performed in 25 and 50 and 100 iterations. In any case, tests were done ten
by Fuzzy Logic for that cluster ...  D. J. Evans and W.U.N. Butt,” Dynamic load balancing using task transfer probabilities,” Parallel Computing, Vol. 19, No. 8, pp. 897-916, 1993.  S. Dhakal, M. M. Hayat, J. E. Pezoa, C. Yang, and D.
Using fuzzy logic with radio frequency identification to develop a theoretical m odel for monitoring package placement Diss. ... A fuzzy logic approach to load balancing in augmented reality distributed enviro nments Diss. . Learning and Design ...
systems for loss reduction and load balancing using ant colony search-based algorithm” Applied Soft Computing Volume 11, Issue 5, July 2011 ... combinatorial optimization problem using fuzzy logic and Newton–Raphson” 2011, EPSR, p1079-1087. Please cite this article as: S.A.M.Felicita, ...
A number of researchers developed load balancing algorithms, especially using fuzzy logic, effectively to reflect real server's global uncertainty [1-3]. However ... "Genetic Based Web Cluster Dynamic Load Balancing in Fuzzy Environment", 0-7695-0589-2/00 2000 IEEE (2000).
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.
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
PI, Fuzzy Logic Controlled Shunt Active ... power compensation, load balancing, voltage regulation, and voltage flicker compensation ... linear load Using Fuzzy control with respect to time Fig. 9(d)Wave forms of load current, filter current,
of a given input to an output using fuzzy logic. The most commonly used fuzzy inference technique is the Mamdani method due to ... latter being set as priority to achieve a more load balancing network. On the other hand, the linguistic variables for distance are close, ...
Grid using Fuzzy Logic (FL) Algorithm and calculated using Java Swing Program which runs in Netbeans IDE, version 6.9? ... Representation of Load balancing process Fuzzy Rule In Fig 5, Fuzzy Rule is used for fault detection and load
... Cloud Data Center, Load balancing, Fuzzy Decision Making, Live Migration 1. Introduction ... to be or not to be, to exist or not to exist, black or white, and one or zero. But in fuzzy logic, in order to answer ... Using load balancing control unit we can detect hotspot on PM3 firstly ...
The load balancing LEACH improved algorithm based on pseudo cluster head is ... Sampalli S. Cluster-Head election using fuzzy logic for wireless sensor networks. Proceedings of the 3rd Annual Communication Networks and Services Research Conference. Canada. 2005; ...
as well as reactive power compensation, load balancing, voltage regulation, and ... are determined according to the error in the filter current using fuzzy logic controller. The parameters for the fuzzy logic current controller used in
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
Chapter 7 describes Secure and Fault Tolerant Scheduling using Fuzzy Logic and Load Balancing using Fuzzy Logic. Chapter 8 describes Conclusion and Future Scope. Title: Microsoft Word - ab2010_computer_engg_bashir.doc Author: CIT Created Date: 7/20 ...
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.
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
shunt active power filter using fuzzy logic, PI controllers. The results are found to be quite satisfactory to mitigate harmonic Distortions, ... power compensation, load balancing, voltage regulation, and voltage flicker compensation In
Admission, Load balancing, Cellular System, Negotiation 1. INTRODUCTION In cellular mobile network, the geographical area is divided into hexagonal cells. ... a fuzzy logic based admission control method that involves less
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
Key-Words: Neural Network, Load-Balancing, Fuzzy, Competitive Learning, Caching, Clustering Techniques, Online Learning 1 Introduction As web sites gain popularity and its traffic ... a Fuzzy Logic Controller is included in the load-balancer. It is used to sum up
We are using fuzzy logic scheme for selecting cluster head. Using AOMDV protocol for route discovery in sensor network . ... Load balancing : when the certain nodes and link can be overloaded, multipath routing can spread the data over
In Job scheduling using fuzzy neural network algorithm, first ... Nikolaou C, “ Microeconomic algorithms for load balancing in distributed computer systems”, Proceedings of the eighth international conference on distributed systems, ... Fuzzy Logic and Neural Network.
resources for the participation in the load balancing process. Fuzzy-Logic Based Task Mapping: As shown in Fig 2, ... Agent-based grid load balancing using performance driven task scheduling. In proceedings of 17th IEEE International parallel
multiple node-disjoint paths and utilizes a load balancing method to assign the traffic over each selected path. In this ... Routing Alternatives For Network Lifetime Maximization of WSNs Using Heuristic and Fuzzy Logic Approach 35
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 ...
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
Constraints Using Fuzzy Logic Mala Chelliah 1, Siddhartha Sankaran 1, ... the problems faced in traffic balancing, a fuzzy multi-constraint routing is proposed in this paper. 2.2. ... traffic balancing might be using very long routes as the load in that route is less which
load balancing algorithm every T minutes according to its local clock. Next, Algorithm 1 intends to minimize MC by simply ... CLUSTERING ALGORITHM FOR TEXT CLASSIFICATION USING FUZZY LOGIC Author: JAVAPROJECTS Created Date:
Cluster Head Selection Using Fuzzy Logic and Chaotic Based Genetic Algorithm in Wireless Sensor Network Abbas Karimi*1, S. M. Abedini1, ... with high residual energy to become cluster heads and periodically executes re-clustering to achieve load balancing. The nodes that
Application of Fuzzy Logic in Customer Load Balancing for BPO Infrastructure Load balancing decision in BPO environment needs to be examined from two separate perspectives: a global view point (advocating master or central control), and a local ...
namic load balancing capabilities using runtime measurements of computational loads and communication patterns, ... mation at runtime, and a fuzzy-logic based decision engine that advises the parallel program 2. regarding resource management.