TUNING DIFFERENT TYPES OF COMPLEX QUERIES USING THE APPROPRIATE INDEXES IN PARALLEL/DISTRIBUTED DATABASE SYSTEMS

被引:0
|
作者
Chakraoui, Mohamed [1 ]
El Kalay, Abderrafiaa [1 ]
Mouhni, Naoual [1 ]
机构
[1] Cadi Ayyad Univ, Fac Sci & Tech Marrakech, Marrakech, Morocco
来源
INTERNATIONAL JOURNAL OF GEOMATE | 2016年 / 11卷 / 24期
关键词
parallelization; sub-query; optimization; interference between indexes; b*tree; bitmap; local index; data partitioning;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper, we discuss the most powerful techniques of tuning parallel/distributed databases. As in engineering, database tuning becomes an inescapable part of big projects since the conception phase of research projects. The needs of companies including big data have increased to databases optimization. Systems that not take into account the optimization rules become heavy after five years of their production; these reasons were of a paramount of importance to prepare this paper. Indexing is the most suitable way to optimize database systems, further one of the top ways of optimizing index is the application of parallelization. In this paper, we will discuss parallelization and we will practice it with different complex queries and sub-queries using different types of indexes; then we will compare the results gotten from each index. To top it all, the most suitable interference between the major types of index: B*Tree index, Bitmap index, composite parallel index, local parallel index and global parallel index.
引用
收藏
页码:2267 / 2274
页数:8
相关论文
共 50 条
  • [21] Using wrapper agents to answer queries in distributed information systems
    Serafini, L
    Ghidini, C
    FOURTH INTERNATIONAL CONFERENCE ON MULTIAGENT SYSTEMS, PROCEEDINGS, 2000, : 429 - 430
  • [22] Using wrapper agents to answer queries in distributed information systems
    Serafini, L
    Ghidini, C
    ADVANCES IN INFORMATION SYSTEMS, PROCEEDINGS, 2000, 1909 : 331 - 340
  • [23] Scheduling Different Types of Gang Jobs in Distributed Systems
    Stavrinides, Georgios L.
    Karatza, Helen D.
    PROCEEDING OF THE 2019 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (IEEE CITS 2019), 2019, : 163 - 167
  • [24] Parallel execution of relational algebra operator under distributed database systems
    Sitoliang, B
    INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2002, : 207 - 211
  • [25] Automatic Detection of Performance Bugs in Database Systems using Equivalent Queries
    Liu, Xinyu
    Zhou, Qi
    Arulraj, Joy
    Orso, Alessandro
    2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2022), 2022, : 225 - 236
  • [26] Conception of Virtual Private Networks using IPsec suite of protocols, comparative analysis of distributed database queries using different IPsec modes of encryption
    Elezi, Muhamed
    Raufi, Bujar
    WORLD CONFERENCE ON TECHNOLOGY, INNOVATION AND ENTREPRENEURSHIP, 2015, : 1938 - 1948
  • [27] A Distributed Parallel Algorithm for Web Page Inverted Indexes Construction On the Cluster Computing Systems
    Liang Zhengyou
    Chen Tao
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 33 - 36
  • [28] A distributed parallel algorithm for web page inverted indexes construction on the cluster computing systems
    Department of Computer, Electronics and Information, Guangxi University, Nanning, 530004, China
    Proc. - Int. Forum Inf. Technol. Appl., IFITA, (33-36):
  • [29] Using distributed query result caching to evaluate queries for parallel data mining algorithms
    Taylor, MG
    Stoffel, K
    Hendler, JA
    Saltz, J
    INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-IV, PROCEEDINGS, 1998, : 1127 - 1132
  • [30] SCALABLE PARALLEL AND DISTRIBUTED EXPERT DATABASE-SYSTEMS WITH PREDICTIVE LOAD BALANCING
    DEWAN, HM
    STOLFO, SJ
    WOODBURY, L
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 1994, 22 (03) : 506 - 522