Streaming Data Integration: Challenges and Opportunities

被引：20
|
作者：
Tatbul, Nesime [1 ]
机构：
[1] Swiss Fed Inst Technol, Zurich, Switzerland
来源：
2010 IEEE 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING WORKSHOPS (ICDE 2010) | 2010年
关键词：
D O I：
10.1109/ICDEW.2010.5452751
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this position paper, we motivate the need for streaming data integration in three main forms including across multiple streaming data sources, over multiple stream processing engine instances, and between stream processing engines and traditional database systems. We argue that this need presents a broad range of challenges and opportunities for new research. We provide an overview of the young state of the art in this area and further discuss a selected set of concrete research topics that are currently under investigation within the scope of our MaxStream federated stream processing project at ETH Zurich.
引用
收藏
页码：155 / 158
页数：4
相关论文
共 50 条
  • [31] A Survey on Adaptive 360° Video Streaming: Solutions, Challenges and Opportunities
    Yaqoob, Abid
    Bi, Ting
    Muntean, Gabriel-Miro
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2020, 22 (04): : 2801 - 2838
  • [32] Big Data - Opportunities and Challenges
    Bertino, Elisa
    [J]. 2013 IEEE 37TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), 2013, : 479 - 480
  • [33] Challenges and Opportunities in Transportation Data
    Tufte, Kristin
    Datta, Kushal
    Jindal, Alekh
    Maier, David
    Bertini, Robert L.
    [J]. PROCEEDINGS OF THE 1ST ACM/EIGSCC SYMPOSIUM ON SMART CITIES AND COMMUNITIES (SCC '18), 2018,
  • [34] Opportunities and Challenges for Data Physicalization
    Jansen, Yvonne
    Dragicevic, Pierre
    Isenberg, Petra
    Alexander, Jason
    Karnik, Abhijit
    Kildal, Johan
    Subramanian, Sriram
    Hornbaek, Kasper
    [J]. CHI 2015: PROCEEDINGS OF THE 33RD ANNUAL CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2015, : 3227 - 3236
  • [35] Challenges and Opportunities with Big Data
    Labrinidis, Alexandros
    Jagadish, H. V.
    [J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2012, 5 (12): : 2032 - 2033
  • [36] Data mining: Challenges and opportunities
    Wu, Xindong
    [J]. Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : PL16 - PL17
  • [37] Data integration and systems biology approaches for biomarker discovery: Challenges and opportunities for multiple sclerosis
    Villoslada, Pablo
    Baranzini, Sergio
    [J]. JOURNAL OF NEUROIMMUNOLOGY, 2012, 248 (1-2) : 58 - 65
  • [38] Dairy Data: Challenges and Opportunities
    Schenkels, J.
    Hamed, T.
    Laundry, N.
    Szkotnicki, B.
    Baes, C.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2018, 96 : 103 - 104
  • [39] Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges
    Aldoseri, Abdulaziz
    Al-Khalifa, Khalifa N. N.
    Hamouda, Abdel Magid
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (12):
  • [40] Integration's challenges and opportunities in the Wealthy West
    Alba, Richard
    Foner, Nancy
    [J]. JOURNAL OF ETHNIC AND MIGRATION STUDIES, 2016, 42 (01) : 3 - 22
12345