Fuzzy Logic Based Algorithm for Disk Scheduling Policy

被引:2
|
作者
Abu Talip, Mohamad Sofian [1 ]
Abdalla, Aisha Hassan [1 ]
Asif, Ahmed [1 ]
Aburas, Abdurazzag Ali [2 ]
机构
[1] Int Islamic Univ Malaysia, Dept Elect & Comp Engn, Kulliyyah Engn, POB 10, Kuala Lumpur 50728, Malaysia
[2] Int Univ Sarajevo, Fac Engn & Nat Sci, Sarajevo 71000, Bosnia & Herceg
来源
2009 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION | 2009年
关键词
Hard disk; storage; operating system; disk scheduling; fuzzy logic;
D O I
10.1109/SoCPaR.2009.151
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hard disk is the important component in computer system as data storage device. It is being used to store large amount of information in all modern computers. Disk performance can be improved by incorporating disk scheduling optimization for satisfy pending request in the disk queue. Operating system, being the interface between the user and the hardware, has the responsibility to use hardware efficiently. Current algorithm have not knowledge about the additional information provided by operating system and not been used for improvement of the seeking and/or tracking accessing. The paper present fuzzy model knowledge based for improving the disk scheduling. We use the Matlab implementation of this algorithm to compare and contrast the output with existing algorithms. Incorporating knowledge-based scheduling policy using fuzzy logic improves overall system behavior. The performance of the new disk scheduling algorithm based on fuzzy logic shows that the seek distance movement could be decreased by applying our methodology.
引用
收藏
页码:746 / +
页数:2
相关论文
共 50 条
  • [1] Fuzzy Logic based algorithm for uniprocessor scheduling
    Aburas, Abdurazzag Ali
    Miho, Vladimir
    2008 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING, VOLS 1-3, 2008, : 499 - 504
  • [2] Chain Restaurant Work Scheduling Based on Genetic Algorithm with Fuzzy Logic
    Watanabe, Makoto
    Nobuhara, Hajime
    Kawamoto, Kazuhiko
    Dong, Fangyan
    Hirota, Kaoru
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2006, 10 (01) : 50 - 59
  • [3] Multiconstraints fuzzy-logic-based scheduling algorithm for passive optical networks
    Razavi, R.
    Guild, K.
    JOURNAL OF OPTICAL NETWORKING, 2009, 8 (04): : 346 - 357
  • [4] A dynamic resource broker and fuzzy logic based scheduling algorithm in grid environment
    Zhou, Jiayi
    Yu, Kun-Ming
    Chou, Chih-Hsun
    Yang, Li-An
    Luo, Zhi-Jie
    ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 1, 2007, 4431 : 604 - +
  • [5] Realtime scheduling for FMS based on fuzzy logic
    Kong, Yaguang
    Gong, Xiangxin
    Wang, Jianzhong
    ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 2, PROCEEDINGS, 2006, : 195 - +
  • [6] A fuzzy logic approach to an integrated maintenance/production scheduling algorithm
    Sudiarso, A
    Labib, AW
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (13) : 3121 - 3138
  • [7] A ZONE BASED IMPROVED DISK SCHEDULING ALGORITHM
    Pandey, Preeti
    Joshi, Garima
    Gola, Kamal Kumar
    2016 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND AUTOMATION (ICACCA 2016), 2016, : 255 - 259
  • [8] Disk Scheduling with Fuzzy Parameters
    Yuan, Xie
    Ou, Linlin
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS, 2009, : 168 - +
  • [9] A Fuzzy Logic Based Policy Negotiation Model
    Zhan, Jieyu
    Luo, Xudong
    Jiang, Yuncheng
    Ma, Wenjun
    Cao, Mukun
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT (KSEM 2017): 10TH INTERNATIONAL CONFERENCE, KSEM 2017, MELBOURNE, VIC, AUSTRALIA, AUGUST 19-20, 2017, PROCEEDINGS, 2017, 10412 : 79 - 92
  • [10] Automatic manufacturing systems scheduling based on fuzzy logic
    Politano, PR
    Kato, ERR
    Morandin, O
    Camargo, HA
    WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XVII, PROCEEDINGS: CYBERNETICS AND INFORMATICS: CONCEPTS AND APPLICATIONS (PT II), 2001, : 464 - 469