User: Guest  Login
Document type:
Konferenzbeitrag 
Contribution type:
Poster 
Author(s):
Kalmbach, Patrich; Gleiter, Lion; Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang 
Title:
Modeling IP-to-IP communication using the Weighted Stochastic Block Model 
Abstract:
The vision of self-driving networks integrates network measurements with network control. Processing data for each of the tasks comprising network control separately might be prohibitive due to the large volume and waste of computational resources. In this work we make the case of using the Weighted Stochastic Block Model (WSBM), a probabilistic model, to learn a task independent representation. In particular, we consider a case study of real-world IP-to-IP communication. The learned representat...    »
 
Keywords:
Networks, Network Monitoring 
Horizon 2020:
647158 
Editor:
ACM 
Book / Congress title:
ACM SIGCOMM 2018 Conference Posters and Demos 
Date of congress:
August 20-25 
Year:
2018 
Quarter:
3. Quartal 
Year / month:
2018-08 
Month:
Aug 
Pages:
1-3 
Print-ISBN:
978-1-4503-5915-3/18/08 
Semester:
SS 18