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Titel:

Modeling IP-to-IP communication using the Weighted Stochastic Block Model

Dokumenttyp:
Konferenzbeitrag
Art des Konferenzbeitrags:
Poster
Autor(en):
Kalmbach, Patrich; Gleiter, Lion; Zerwas, Johannes; Blenk, Andreas; Kellerer, Wolfgang
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...     »
Stichworte:
Networks, Network Monitoring
Horizon 2020:
647158
Herausgeber:
ACM
Kongress- / Buchtitel:
ACM SIGCOMM 2018 Conference Posters and Demos
Datum der Konferenz:
August 20-25
Jahr:
2018
Quartal:
3. Quartal
Jahr / Monat:
2018-08
Monat:
Aug
Seiten:
1-3
Print-ISBN:
978-1-4503-5915-3/18/08
Volltext / DOI:
doi:10.1145/3234200.3234245
Semester:
SS 18
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