A Real-time Materialized View Approach for Analytic Flows in Hybrid Cloud Environments

被引:5
|
作者
Weiping Qu
Stefan Dessloch
机构
[1] University of Kaiserslautern,Heterogeneous Information Systems Group
关键词
Real-time data management; Hybrid analytic flows; Incremental view maintenance;
D O I
10.1007/s13222-014-0155-0
中图分类号
学科分类号
摘要
Next-generation business intelligence (BI) enables enterprises to quickly react in changing business environments. Increasingly, data integration pipelines need to be merged with query pipelines for real-time analytics from operational data. Newly emerging hybrid analytic flows have been becoming attractive which consist of a set of extract-transform-load (ETL) jobs together with analytic jobs running over multiple platforms with different functionality.
引用
收藏
页码:97 / 106
页数:9
相关论文
共 50 条
  • [1] A hybrid approach to scheduling real-time IoT workflows in fog and cloud environments
    Stavrinides, Georgios L.
    Karatza, Helen D.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (17) : 24639 - 24655
  • [2] A hybrid approach to scheduling real-time IoT workflows in fog and cloud environments
    Georgios L. Stavrinides
    Helen D. Karatza
    Multimedia Tools and Applications, 2019, 78 : 24639 - 24655
  • [3] Real-time Rating and Charging in federated Cloud Environments
    Flake, Stephan
    Tacken, Juergen
    Zoth, Carsten
    2012 IEEE 17TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA), 2012,
  • [4] A cost aware commodity market approach for real-time workload in hybrid cloud
    Ghouchani, Babak Esmaeilpour
    Abdullah, Azizol
    Hamid, Nor Asila Wati Abdul
    Rahiman, Amir Rizaan Abdul
    2015 9TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC2015), 2015, : 117 - 122
  • [5] A Data-Driven Approach for Adaptive Real-Time Log Parsing in Cloud Environments
    Raeiszadeh, Mahsa
    Estrada-Solano, Felipe
    Glitho, Roch H.
    Eke, Johan
    Mini, Raquel A. E.
    2024 IEEE INTERNATIONAL MEDITERRANEAN CONFERENCE ON COMMUNICATIONS AND NETWORKING, MEDITCOM 2024, 2024, : 173 - 178
  • [6] A Hybrid Metaheuristic Framework for Materialized View Selection in Data Warehouse Environments
    Srinivasarao, Popuri
    Satish, Aravapalli Rama
    INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS, 2023, 32 (04)
  • [7] A Hybrid Metaheuristic Framework for Materialized View Selection in Data Warehouse Environments
    Srinivasarao, Popuri
    Satish, Aravapalli Rama
    INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS, 2023,
  • [8] Real-Time Multiple-Workflow Scheduling in Cloud Environments
    Ma, Xiaojin
    Xu, Huahu
    Gao, Honghao
    Bian, Minjie
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (04): : 4002 - 4018
  • [9] Real-time agreement and fulfilment of SLAs in Cloud Computing environments
    De la Prieta, Fernando
    Heras, Stella
    Palanca, Javier
    Rodriguez, Sara
    Bajo, Javier
    Julian, Vicente
    AI COMMUNICATIONS, 2015, 28 (03) : 403 - 426
  • [10] MEMFO-KELM: A Deep Learning Approach for Real-Time Intrusion Detection in Cloud Environments
    Ramanan, M.
    IETE JOURNAL OF RESEARCH, 2024, 70 (10) : 7763 - 7775