CT-Talk von Dr. Fabien Geyer

12.08.2019 15:00 - 16:00

Am 12.08.2019 wird Dr. Fabien Geyer einen CT-Talk zum Thema „Reasoning about Computer Networks using Graph Neural Networks“ halten. Die Fakultät für Informatik lädt alle Interessierten herzlich dazu ein!

Abstract
This talk will give an overview about recent research results on reframing known challenges of computer networks in a framework usable by neural network. The main concept is based on modeling network architectures and their configuration as annotated graphs. Using recent advances from the deep learning community on graph processing, those graph representations can then be used in conjunction with Graph Neural Networks for reasoning about computer network architectures. After an overview about various problems which have been tackled with this approach, the use-case of verification of MPLS networks will be presented. Our approach, called DeepMPLS, focuses on automated verification of the policy-compliance of network configurations and repair of broken ones.

Bio
Fabien Geyer is a researcher at Airbus Central Research & Technology in Munich (Germany), working working on methods for network analytics, network performances and architectures. He received the master of engineering in telecommunications from Telecom Bretagne, Brest, France in 2011 and the Ph.D. degree in computer science from Technical University of Munich (TUM), Munich, Germany in 2015. His research interests include formal methods for the performance evaluation and modeling of network architectures and protocols.

 

CT-Talk von Dr. Fabien Geyer
Reasoning about Computer Networks using Graph Neural Networks
Wann: MO, 12.08.2019, 15:00
Wo: SR9 | Währinger Straße 29, 1090 Wien

Organiser:

Fakultät für Informatik

Location:

Seminarraum 9 (SR9) W29

Währinger Straße 29
1090 Wien