Intern
    Chair of Computer Science II - Software Engineering

    WCF Workload Classification & Forecasting Tool

    The Workload Classification & Forecasting (WCF) tool provides continuous forecast results that are supposed to be interpreted by resource management components to enable proactive resource provisioning. A WCF user can flexibly define his objectives to the forecast results and their processing like time horizon, confidence level and processing overhead limitations. He is not supposed to select a certain forecasting method. A key feature of the WCF tool is that it is internally using a spectrum of forecasting methods based on time series analysis like ARIMA, Extended Exponential Smoothing (ETS), tBATS, etc. The method with the most accurate results for a given situation is selected dynamically during runtime by using a decision tree und feedback mechanisms.

    Source Code is available at GitHub.

    If you have any questions, please contact Nikolas Herbst


    Mailing List

    To stay updated on our tools, please subscribe to our descartes-tools mailing list (low traffic, only announcements related to our tools)
    Your E-mail address:
    Your Name (optional):

    Publication system is temporarily out of service!

    Kontakt

    Lehrstuhl für Informatik II (Software Engineering)
    Am Hubland
    97074 Würzburg

    Tel.: +49 931 31-86601
    E-Mail

    Suche Ansprechpartner

    Hubland Süd, Geb. M2