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
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.
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
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
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, ...
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
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.
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 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:
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, ...
ANFIS; 3GPP; LTE; Neural Network; Fuzzy Logic; Load balancing; Virtual load Created Date: 4/8/2012 1:01:44 PM ...
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
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.
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
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
International Journal of Computer Applications (0975 – 8887) Volume 43– No.19, April 2012 36 membership is matter of degree. In addition to fuzzy logic,
Load balancing, Resource Management, AHP, Fuzzy-TOPSIS, Neuro-Fuzzy 1. INTRODUCTION Virtualized data center center is presented. ... data centers using fuzzy logic-based approaches. In Proc. IEEE, July 2008.  K.Begnum and M.Disney.
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, ...
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).
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
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
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 ...
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; ...
a fuzzy logic algorithm to balance the load on individual processors and maximise the throughput ot the overall system. Abani, K., et at . formulate the load balancing problem with fuzzy sets. A fuzzy decision model for the
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.
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,
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 ...
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
GRID LOAD BALANCING USING AN ECHO SYSTEM OF INTELLIGENT ANTS Mohsen Amini Salehi, Hossain Deldari ... applying fuzzy logic. To make a decision, the ant deploys the node’s current workload and its (i.e. the ant’s) remained steps as two
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, ...
... 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 ...
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
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
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.
fuzzy logic for load balancing in the centralized distributed system. M. Shahverdy, M. Behnami and M. Fathy [15 ... Naaz, A. Alam and R. Biswas  implement the fuzzy load balancing algorithm and compared the effect of using different defuzzification methods, reported in the literature.
implement load balancing. Authors in  are used the fuzzy logic, on demand clustering, non- ... sensor networks using fuzzy logic”, Elsevier B.V. 2012.  M. Song and Z. Cheng-lin, “Unequal clustering ...
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 ...
Keywords: Congestion Avoidance, Load Balancing, Fuzzy Logic Control I. INTRODUCTION Wireless sensor networks (WSNs) have a number of ap-plications such as environmental monitoring, target tracking, disaster recovery, and surveillance. A WSN typically consist
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
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
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
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
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
deviation and load balancing among feeders. Based on the values obtained from the objective functions, switching operation is performed by which overload contingency is solved. ... fuzzy logic can be implemented in the proposed work.
the qualified resources using fuzzy-logic by aggregating the capability of resource. The trust-aware load distribution system ... Junwei Cao. Agent-based grid load balancing using performance driven task scheduling. In proceedings of 17th IEEE International parallel and distributed processing
Wireless Sensor Networks using Fuzzy Clustering and Fault Tolerance Vahab ashrafian ... local radio communication is effective load balancing among ... base stations in wireless sensor networks using fuzzy logic and genetic algorithms", Computer Society of Iran.  Anami, ...