Michael Seufert

About Michael Seufert

Michael Seufert, With an exceptional h-index of 28 and a recent h-index of 23 (since 2020), a distinguished researcher at Julius-Maximilians-Universität Würzburg, specializes in the field of Network Management, Quality of Experience, Machine Learning, Performance Analysis and Modeling of.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine Learning with Computer Networks: Techniques, Datasets and Models

Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale

Experiment precision measures and methods for experiment comparisons

Do you agree? Contrasting Google’s Core Web Vitals and the impact of cookie consent banners with actual web QoE

Moving down the stack: performance evaluation of packet processing technologies for stateful firewalls

Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks

Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups

Video streaming datasets: Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks

Michael Seufert Information

University

Position

___

Citations(all)

4103

Citations(since 2020)

2260

Cited By

2868

hIndex(all)

28

hIndex(since 2020)

23

i10Index(all)

64

i10Index(since 2020)

48

Email

University Profile Page

Julius-Maximilians-Universität Würzburg

Google Scholar

View Google Scholar Profile

Michael Seufert Skills & Research Interests

Network Management

Quality of Experience

Machine Learning

Performance Analysis and Modeling of

Top articles of Michael Seufert

Title

Journal

Author(s)

Publication Date

Machine Learning with Computer Networks: Techniques, Datasets and Models

IEEE Access

Haitham Afifi

Sabrina Pochaba

Andreas Boltres

Dominic Laniewski

Janek Haberer

...

2024/4/3

Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale

IEEE Transactions on Network and Service Management

Michael Seufert

Katharina Dietz

Nikolas Wehner

Stefan Geißler

Joshua Schüler

...

2024/3/27

Experiment precision measures and methods for experiment comparisons

Lucjan Janowski

Jakub Nawała

Tobias Hoßfeld

Michael Seufert

2023/6/20

Do you agree? Contrasting Google’s Core Web Vitals and the impact of cookie consent banners with actual web QoE

Quality and User Experience

Nikolas Wehner

Michael Seufert

Raimund Schatz

Tobias Hoßfeld

2023/12

Moving down the stack: performance evaluation of packet processing technologies for stateful firewalls

Katharina Dietz

Nicholas Gray

Manuel Wolz

Claas Lorenz

Tobias Hoßfeld

...

2023/5/8

Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks

IEEE Transactions on Network and Service Management

Michael Seufert

Irena Orsolic

2023/10/23

Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups

IEEE Access

Anika Seufert

Fabian Poignée

Michael Seufert

Tobias Hoßfeld

2023/3/9

Video streaming datasets: Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks

Irena Oršolić

Michael Seufert

2023/10/8

Demystifying user-based active learning for network monitoring tasks

Katharina Dietz

Nikolas Wehner

Pedro Casas

Tobias Hoßfeld

Michael Seufert

2023

Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics

IEEE Transactions on Network and Service Management

Katharina Dietz

Michael Seufert

Tobias Hoßfeld

2023/7/24

Transport protocol influences on youtube videostreaming QoE

Tobias Hoßfeld

Raimund Schatz

Thomas Zinner

Michael Thomas Seufert

Phuoc Tran-Gia

2023

Explainable data-driven QoE modelling with XAI

Nikolas Wehner

Anika Seufert

Tobias Hoßfeld

Michael Seufert

2023/6/20

Fingerprinting web pages and smartphone apps from encrypted network traffic with WebScanner

Pedro Casas

Nikolas Wehner

Sarah Wassermann

Michael Seufert

2022/11/7

Systematic analysis of experiment precision measures and methods for experiments comparison

arXiv preprint arXiv:2204.07131

Jakub Nawała

Tobias Hoßfeld

Lucjan Janowski

Michael Seufert

2022/4/14

X-ray goggles for the ISP: improving in-network web and app QoE monitoring with deep learning

Pedro Casas

Sarah Wassermann

Michael Seufert

Nikolas Wehner

Olivia Dinica

...

2022/6/27

Comparing traditional and GAN-based approaches for the synthesis of wide area network topologies

Katharina Dietz

Michael Seufert

Tobias Hoßfeld

2022/10/31

DeepCrypt-Deep Learning for Video QoE Monitoring and Fingerprinting of User Actions

Pedro Casas-Hernandez

Michael Seufert

Sarah Wassermann

Bruno Gardlo

Nikolas Wehner

...

2022

An introduction to online video game QoS and QoE influencing factors

Florian Metzger

Stefan Geißler

Alexej Grigorjew

Frank Loh

Christian Moldovan

...

2022/5/23

Waiting along the path: how browsing delays impact the QoE of music streaming applications

Anika Seufert

Ralf Schweifler

Fabian Poignée

Michael Seufert

Tobias Hoßfeld

2022/9/5

ML-based performance prediction of SDN using simulated data from real and synthetic networks

Katharina Dietz

Nicholas Gray

Michael Seufert

Tobias Hossfeld

2022/4/25

See List of Professors in Michael Seufert University(Julius-Maximilians-Universität Würzburg)

Co-Authors

H-index: 50
Tobias Hossfeld

Tobias Hossfeld

Julius-Maximilians-Universität Würzburg

H-index: 48
Phuoc Tran-Gia

Phuoc Tran-Gia

Julius-Maximilians-Universität Würzburg

H-index: 30
Thomas Zinner

Thomas Zinner

Norges teknisk-naturvitenskaplige universitet

H-index: 24
Florian Wamser

Florian Wamser

Julius-Maximilians-Universität Würzburg

H-index: 20
Matthias Hirth

Matthias Hirth

Technische Universität Ilmenau

H-index: 18
Babak Naderi

Babak Naderi

Technische Universität Berlin

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