IEEE/IFIP Network Operations and Management Symposium
25-29 April 2022 // Budapest, Hungary
Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence

WS1 - 7th International Workshop on Analytics for Network and Service Management (AnNet 2022)

VITALflow: Visual Interactive Traffic Analysis with NetFlow
 
Authors:
Tina Tremell, IsarNet Software Solutions GmbH, Germany
Jochen Kögell, IsarNet Software Solutions GmbH, Germany
Florian Jauernigl, IsarNet Software Solutions GmbH, Germany
Sebastian Meierl, IsarNet Software Solutions GmbH, Germany
Dennis Thom, University of Stuttgart, Germany
Franziska Becker, University of Stuttgart, Germany
Christoph Müller, University of Stuttgart, Germany
Steffen Koch, University of Stuttgart, Germany
 
Non-negative Matrix Factorization for Network Delay Matrix Completion
 
Authors:
Sanaa Ghandi, IMT Atlantique, France
Alexandre Reiffers-Masson, IMT Atlantique, France
Sandrine Vaton, IMT Atlantique, France
Thierry Chonavel, IMT Atlantique, France
 
RLBrowse: Generating Realistic Packet Traces with Reinforcement Learning
 
Authors:
Alexander Griessel, Technical University of Munich, Germany
Maximilian Stephan, Technical University of Munich, Germany
Martin Mieth, ipoque GmbH - A Rohde&Schwarz Company, Germany
Wolfgang Kellerer, Technical University of Munich, Germany
Patrick Krämer, Technical University of Munich, Germany
 
Optimal Resource Provisioning for Data-intensive Microservices
 
Authors:
Laszlo Toka, Budapest University of Technology and Economics, Hungary
Roland Erdei, Budapest University of Technology and Economics, Hungary
 
Dataset Quality Assessment in Autonomous Networks with Permutation Testing
 
Authors:
Jose Camacho, University of Granada, Spain
Katarzyna Wasieleweska, University of Granada, Spain
 
Comparative Causal analysis of Network Log Data in Two Large ISP
 
Authors:
Satoru Kobayashi, National Institute of Informatics, IIJ, Japan
Keiichi Shima, IIJ, Japan
Kenjiro Cho, IIJ, Japan
Osamu Akashi, National Institute of Informatics, IIJ, Japan
Kensuke Fukuda, National Institute of Informatics, Japan
 
Solving Combinatorial Problems via the Random Exploration of the Search Space: An Experimental Approach for Fast Decision Making
 
Authors:
Cristiano Silva, Universidade Federal de São João del Rei, Brazil
Fermanda Sumika Souza, Universidade Federal de Ouro Preto, Brazil
Daniel Guidoni, Universidade Federal de Ouro Preto, Brazil
Leonardo Santos, Universidade Federal de São João del Rei, Brazil
João Fermando M. Sarubbii, Centro Federal de Educação Tecnológica de Minas Gerais, Brazil
Somayeh Mokhtari, Yazd University, Iran
Matheus Fernando Rodrigues Santos, Universidade Federal de São João del Rei, Brazil
Jose-Marcos Nogueira, Universidade Federal de Minas Gerais, Brazil
 
Structural Network Metrics and Incident Generation
 
Authors:
Robert Harper, Moogsoft Ltd., UK
Philip Tee, University of Sussex & Moogsoft Ltd., UK
 
Detecting and locating configuration errors in IP VPNs with Graph Neural Networks
 
Authors:
El-Heithem Mohammedi, IRIT, France
Emmanuel Lavinal, IRIT, France
Guillaume Fleury, IMS Networks, France
 
Characterizing DNS query response sizes through active and passive measurements
 
Authors:
Kensuke Fukuda, National Institute of Informatics, Japan
Shinta Sato, JPRS, Japan
Takeshi Mitamura, JPRS, Japan
Yoshitaka Aharen, JPRS, Japan
 
Detecting Malicious Domains using the Splunk Machine Learning Toolkit
 
Authors:
Michelle Cersosimo, University of Costa Rica, Costa Rica
Adrian Lara, University of Costa Rica, Costa Rica
 
Network-based Intrusion Detection: A One-class Classification Approach ()
 
Authors:
Paulina Arregocés, National University of Colombia, Colombia
Jaime Vergara, National University of Colombia, Colombia
Sergio Gutierrez, Universidad Autónoma Latinoamericana, Colombia
Juan Felipe Botero, National University of Colombia, Colombia
 

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