Real-Time Skyline Computation on Data Streams

被引:3
|
作者
Rudenko, Lena [1 ]
Endres, Markus [1 ]
机构
[1] Univ Augsburg, D-86135 Augsburg, Germany
关键词
Streams; Skyline; Preferences; Realtime; QUERIES;
D O I
10.1007/978-3-030-00063-9_3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Skyline processing has received considerable attention in the last decade, in particular when filtering the most preferred objects from a multi-dimensional set on contradictory criteria. Nowadays, an enormous number of applications require the analysis of time evolving data and therefore the study of continuous query processing has recently attracted the interest of researchers all over the world. In this paper, we propose a novel algorithm called SLS for evaluating Skyline queries with low-cardinality domains on data streams, and empirically demonstrate the advantage of this algorithm on artificial and real data.
引用
收藏
页码:20 / 28
页数:9
相关论文
共 50 条
  • [31] Evolving fuzzy systems from data streams in real-time
    Angelov, Plamen
    Zhou, Xiaowei
    2006 INTERNATIONAL SYMPOSIUM ON EVOLVING FUZZY SYSTEMS, PROCEEDINGS, 2006, : 29 - +
  • [32] Scalable real-time classification of data streams with concept drift
    Tennant, Mark
    Stahl, Frederic
    Rana, Omer
    Gomes, Joao Bartolo
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 75 : 187 - 199
  • [33] HIA: Autonomic and General Collecting of Real-time Data Streams
    Chen, Changfeng
    Wang, Xiang
    Zhou, Jinying
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 792 - 799
  • [34] Semantic Load Shedding over Real-Time Data Streams
    Ma, Li
    Zhang, Qiongsheng
    Wang, Kun
    Li, Xin
    Wang, Hongan
    PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 465 - +
  • [35] Probabilistic n-of-N skyline computation over uncertain data streams
    Wenjie Zhang
    Aiping Li
    Muhammad Aamir Cheema
    Ying Zhang
    Lijun Chang
    World Wide Web, 2015, 18 : 1331 - 1350
  • [36] A Methodology for Real-Time Spatiotemporal Data-Intensive Computation
    Sharker, Moir H.
    Karimi, Hassan A.
    PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 1400 - 1405
  • [38] INTERACTIVE REAL-TIME COMPUTATION
    KEHL, TH
    COMPUTERS AND BIOMEDICAL RESEARCH, 1968, 1 (06): : 590 - &
  • [39] Dynamically Evolving Fuzzy Classifier for Real-time Classification of Data Streams
    Baruah, Rashmi Dutta
    Angelov, Plamen
    Baruah, Diganta
    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 383 - 389
  • [40] Prediction-based QoS management for real-time data streams
    Wei, Yuan
    Prasad, Vibha
    Son, Sang H.
    Stankovic, John A.
    27TH IEEE INTERNATIONAL REAL-TIME SYSTEMS SYMPOSIUM, PROCEEDINGS, 2006, : 344 - +