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.


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