piwik-script

Deutsch Intern
    Lehrstuhl für Informatik III

    Call for Papers

    2nd KuVS Fachgespräch "Machine Learning and Networking"- 08/09 October 2020 - Würzburg, Germany (virtual event)

    Topics of interest include but are not limited to:

    • Data mining & visualization, statistical modeling, and big data analytics for networking data
    • Frameworks or tools for data analytics or visualization for networking data
    • Time series predictions for networking data such as traffic demands, failures, etc.
    • AI/ML algorithms for anomaly detection and attack step prediction in network security
    • Protocol design and optimization using ML/AI
    • Deep learning and reinforcement learning in network control & management
    • Resource allocation for virtualized networks using machine learning
    • Machine learning & transfer learning for prediction of networking data & control decisions
    • Practical implementations or experience with ML/AI in networking
    • Self-learning and adaptive networking protocols and algorithms
    • Self-X networks: Self-learning, self-driving, self-repairing, etc.
    • New concepts like empowerment for quantifying and improving ML/AI-based concepts

    Two forms of contribution are possible:

    • Title, abstract and reference of previously published work to present and discuss it in the KuVS community.
    • Title and abstract for a visionary talk, a project or teaching report, or presentation of original work.

    Submission:

    Important dates:

    • Submission deadline: 14.08.2020
    • Notification of acceptance: 21.08.2020
    • Final submission/Camera-ready version and registration: 28.08.2020
    • Workshop date: 08./09.10.2020