Real-Time Skyline Computation on Data Streams

被引:2
|
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] Real-Time Anomaly Detection from Environmental Data Streams
    Trilles, Sergio
    Schade, Sven
    Belmonte, Oscar
    Huerta, Joaquin
    AGILE 2015: GEOGRAPHIC INFORMATION SCIENCE AS AN ENABLER OF SMARTER CITIES AND COMMUNITIES, 2015, : 125 - 144
  • [32] Real-time processing and optimization strategies for IoT data streams
    Yang, Longfei
    Wang, Xiaoming
    Liu, Zhuwen
    Liu, Yang
    Fan, Lei
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [33] A fast clustering method for real-time IoT data streams
    Sun, Jing
    Yao, Xin
    Journal of Computers (Taiwan), 2021, 32 (01) : 83 - 94
  • [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
  • [37] 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] Dynamic redirection of real-time data streams for elastic stream computing
    Sun, Dawei
    Gao, Shang
    Liu, Xunyun
    You, Xindong
    Buyya, Rajkumar
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 112 (112): : 193 - 208
  • [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 - +