Binary vote assignment grid quorum with load balancing algorithm for managing replication in distributed database systems / (Record no. 99311)

MARC details
000 -LEADER
fixed length control field 04847ntm a2200373 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field MY-KuUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251125110724.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field t||||fr|||| 000 0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field ta
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230404t20222022my a|||fr|||| 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number THE0009558 (Local)
Qualifying information Hardback
040 ## - CATALOGING SOURCE
Original cataloging agency UMP
Language of cataloging eng
Transcribing agency UMP
Description conventions rda
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) FKOM .A23 2022 r Thesis
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Abdullah Fairuzullah Ahmad Tajuddin,
Relator term author.
245 10 - TITLE STATEMENT
Title Binary vote assignment grid quorum with load balancing algorithm for managing replication in distributed database systems /
Statement of responsibility, etc. Abdullah Fairuzullah Bin Ahmad Tajuddin
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Kuantan, Pahang :
Name of producer, publisher, distributor, manufacturer UMP,
Date of production, publication, distribution, manufacture, or copyright notice 2022
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice © 2022
300 ## - PHYSICAL DESCRIPTION
Extent xiv, 184 pages :
Other physical details illustrations (some color) ;
Dimensions 30 cm. +
Accompanying material 1 CD-ROM
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
337 ## - MEDIA TYPE
Source rdamedia
Media type term computer
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term computer disc
347 ## - DIGITAL FILE CHARACTERISTICS
Source rda
File type text file
Encoding format PDF
500 ## - GENERAL NOTE
General note Faculty of Computing
502 ## - DISSERTATION NOTE
Dissertation note Thesis (Doctor of Philosophy) -- Universiti Malaysia Pahang – 2022
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references
520 3# - SUMMARY, ETC.
Summary, etc. Distributed Database Systems deals with the efficient data management, placement and replication of large scale of data. There is a common need to be able to manage large facilities. One way to preserve data availability and reliability is through replication. The research problems that arise are how to derive the mechanisms to ensure the availability optimistic replication, where all concurrent updates are allowed to go through, with inconsistencies possibly created, and the results are merged or resolved later. different replicated servers sae time. The updates are propagated towards the other replicas called secondary copies. The problem with this technique is that it uses asynchronous replication. Thus, the technique cannot support critical data in real-time grid computing applications. Binary Vote Assignment Grid Quorum (BVAGQ) Transaction Semantic combines replication and transaction in distributed databases without considering data velocity and load balancing. The existed BVAGQ Algorithm only manage replication and distributed transactions without handle load balancing mechanism to handle high transaction and preserve data availability through synchronous replication. BVAGQ algorithm has been proposed by adopting the Firefly Algorithm to manage the high-speed transactions and replication of distributed databases. This research proposes a Binary Vote Assignment Grid Quorum with Load Balancing (BVAGQ-LB) and analyzes the performance of the proposed algorithm to ensure correctness. This is because the existing BVAGQ algorithm only manages replication and distributed transactions without handling load balancing mechanism to manage data velocity and preserve data availability through synchronous replication. This research methodology expand and modified the three definitions of Firefly Algorithm (FA), which are: add Metadata Library(ML) and modify the distance and attractiveness of fireflies. The outcome of this research is the BVAGQ-LB algorithm, which can manage replication with load balancing in distributed database environments. Experimental results show that BVAGQ-LB produced more competitive results compared to the existing load balancing algorithms such as Round Robin (RR), First Come First Serve (FCFS), Particle Swarm Optimization (PSO) and original Firefly Algorithm (FA). Thus, BVAGQ-LB provides three times more cost saving feature compared to the others. They are three contribution of the research. The first one is the new load balancing technique for for BVAGQ called Binary Vote Assignment Grid Quorum with Load Balancing (BVAGQ-LB). The second contribution is that BVAGQ-LB was developed for managing high-speed transactions and replication in distributed databases which minimizes the makespan, hence, balances the load of computer resources. The third contribution is that the experimental results show BVAGQ-LB to produce more competitive results compared to the existing load balancing algorithms such as Round Robin (RR), First Come First Serve (FCFS), Particle Swarm Optimization (PSO) and Firefly Algorithm (FA). BVAGQ-LB provides three times cost saving compared to the others. This research try to minimize the task execution time by reducing the nodes’ idle time. This Research also evaluate the proposed methods in different scenarios by using BVAGQ-LB Evaluations results show that proposed methods decrease idle time significantly while being scalable to network size and applicable in heterogeneous networks with dynamic resources and configuration.
610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Faculty of Computing
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Universities and colleges
General subdivision Dissertations
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Theses
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Restricted Collection
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
  Not lost Library of Congress Classification   Not for loan Reference UMPLIB PEKAN UMPLIB PEKAN 04/04/2023   FKOM .A23 2022 r Thesis T000002149 04/04/2023 1 04/04/2023 Restricted Collection
  Not lost Library of Congress Classification     Reference UMPLIB PEKAN UMPLIB PEKAN 04/04/2023   CD 13241 T000002150 04/04/2023 1 04/04/2023 Restricted Collection

Perpustakaan Universiti Malaysia Pahang Al-Sultan Abdullah
26600 Pekan, Pahang Darul Makmur
Phone: +609 431 5063 (Gambang) / +609 431 5035 (Pekan)
Email: umplibrary@umpsa.edu.my

Connect With Us