Complex Workflows Implementation in Stream Data Processing

被引:0
|
作者
Tsvetanov, Simeon [1 ]
Zografov, Boris [1 ]
Dimitrova, Stela [1 ]
机构
[1] Sofia Univ, Fac Math & Informat, Sofia, Bulgaria
关键词
Stream data processing; Workflows; Big data; Parallel processing; Scalability; Persistent strategy; Event-driven applications; Fault tolerance;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Real time response is critical in many areas and requires fast processing of streaming data continuously coming from deferent sources. This paper presents some approaches and implementation issues for developing complex workflows in stream data processing, which is one of the main challenges in big data processing.
引用
收藏
页码:913 / 916
页数:4
相关论文
共 50 条
  • [1] Design and implementation of data stream processing applications
    Kwan, Edwin
    Getta, Janusz R.
    Vossough, Ehsan
    [J]. ICSOFT 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL ISDM/WSEHST/DC, 2007, : 193 - +
  • [2] Optimization of data-intensive workflows in stream-based data processing models
    Ahmad, Saima Gulzar
    Liew, Chee Sun
    Rafique, M. Mustafa
    Munir, Ehsan Ullah
    [J]. JOURNAL OF SUPERCOMPUTING, 2017, 73 (09): : 3901 - 3923
  • [3] Optimization of data-intensive workflows in stream-based data processing models
    Saima Gulzar Ahmad
    Chee Sun Liew
    M. Mustafa Rafique
    Ehsan Ullah Munir
    [J]. The Journal of Supercomputing, 2017, 73 : 3901 - 3923
  • [4] Micro-Workflows Data Stream Processing Model for Industrial Internet of Things
    Alaasam, Ameer B.A.
    Radchenko, Gleb I.
    Tchernykh, Andrei N.
    [J]. Supercomputing Frontiers and Innovations, 2021, 8 (01) : 82 - 98
  • [5] Complex Event Processing on Linked Stream Data
    Omran Saleh
    Stefan Hagedorn
    Kai-Uwe Sattler
    [J]. Datenbank-Spektrum, 2015, 15 (2) : 119 - 129
  • [6] Complex Event Processing for Sensor Stream Data
    Bok, Kyoungsoo
    Kim, Daeyun
    Yoo, Jaesoo
    [J]. SENSORS, 2018, 18 (09)
  • [7] Multilevel secure data stream processing: Architecture and implementation
    Adaikkalavan, Raman
    Xie, Xing
    Ray, Indrakshi
    [J]. JOURNAL OF COMPUTER SECURITY, 2012, 20 (05) : 547 - 581
  • [8] An Introduction to Data Stream Processing: A Complex Event Processing Approach
    Roriz, Marcos
    Magalhaes, Fernando B., V
    Guedes, Alan L., V
    Colcher, Sergio
    Endler, Markus
    [J]. WEBMEDIA 2019: PROCEEDINGS OF THE 25TH BRAZILLIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, 2019, : 11 - 13
  • [9] Engineering Data Processing Workflows
    Spinellis, Diomidis
    [J]. IEEE SOFTWARE, 2024, 41 (04) : 25 - 29
  • [10] Towards Complex Event Processing In Linked Data Stream
    Chu, Jie
    Fu, Haidong
    Gao, Feng
    Zhao, Di
    [J]. PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2017, : 1016 - 1021