Integration of Heterogeneous Data Sources in Smart Grid based on Summary Schema Model

被引:0
|
作者
Sedighi, Foroogh [1 ]
Moghadam, Mahshid Helali [2 ]
机构
[1] Niroo Res Inst, Dept Comp Engn, Tehran, Iran
[2] Univ Kashan, Niroo Res Inst, Dept Comp Engn, Tehran, Iran
关键词
smart grid; heterogeneous databases; data integration; summary schema model; INFORMATION;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The modern infrastructure of electric grid known as smart grid is based on advanced communication and information technologies. The concept of data integration between heterogeneous data sources of smart grid reveals some challenges. The focus of this paper is on data integration as one of the major challenges in IT infrastructure of smart grid. In this paper, a semantic-based hierarchical integration model based on Summary Schema Model (SSM) has been proposed. The proposed model aims to optimize the cost of query in distributed heterogeneous databases. We represent how implementing a multidatabase system based on a Summary Schema Model would help to address and resolve data integration issues in IT infrastructure of smart grid. The analysis shows that the SSM-based integration model reduces the query response time compared to classic schema integration model.
引用
收藏
页码:88 / 93
页数:6
相关论文
共 50 条
  • [1] Research on Heterogeneous Data Integration for Smart Grid
    Lu, Bin
    Song, Wei
    [J]. ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 3, 2010, : 52 - 56
  • [2] Grid data integration based on schema mapping
    Comito, Carmela
    Talia, Domenico
    [J]. APPLIED PARALLEL COMPUTING: STATE OF THE ART IN SCIENTIFIC COMPUTING, 2007, 4699 : 319 - +
  • [3] Clustering schema elements for semantic integration of heterogeneous data sources
    Zhao, HM
    Ram, S
    [J]. JOURNAL OF DATABASE MANAGEMENT, 2004, 15 (04) : 88 - 106
  • [4] Heterogeneous data source integration for smart grid ecosystems based on metadata mining
    Guerrero, Juan I.
    Garcia, Antonio
    Personal, Enrique
    Luque, Joaquin
    Leon, Carlos
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2017, 79 : 254 - 268
  • [5] Research on Semantic Integration across Heterogeneous Data Sources in Grid
    Liu, Guofeng
    Huang, Shaobin
    Cheng, Yuan
    [J]. FRONTIERS IN COMPUTER EDUCATION, 2012, 133 : 397 - 404
  • [6] SOA based Open Data Model for Information Integration in Smart Grid
    Malarvizhi, R.
    Kalyani, S.
    [J]. 2013 FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2013, : 143 - 148
  • [7] Schema Integration on Massive Data Sources
    Li, Tianbao
    Guo, Haifeng
    Yang, Donghua
    Li, Mengmeng
    Zheng, Bo
    Wang, Hongzhi
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2023, PT II, 2024, 14488 : 186 - 206
  • [8] A model for schema integration in heterogeneous databases
    Gal, A
    Trombetta, A
    Anaby-Tavor, A
    Montesi, D
    [J]. SEVENTH INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2003, : 2 - 11
  • [9] Schema Formalism for Semantic Summary Based on Labeled Graph from Heterogeneous Data
    Beldi, Amal
    Sassi, Salma
    Chbeir, Richard
    Jemai, Abderrazak
    [J]. RECENT CHALLENGES IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2022, 2022, 1716 : 27 - 44
  • [10] An overview of data mining in heterogeneous schema integration
    Dao, S
    Perry, B
    [J]. WESCON - 96, CONFERENCE PROCEEDINGS, 1996, : 478 - 483