Stefan Schneider

Stefan Schneider

Universität Paderborn

H-index: 13

Europe-Germany

About Stefan Schneider

Stefan Schneider, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Universität Paderborn, specializes in the field of networking, optimization, reinforcement learning, cloud & edge computing, machine learning.

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

Multi-agent deep reinforcement learning for coordinated multipoint in mobile networks

Use What You Know: Network and Service Coordination Beyond Certainty

mobile-env: An open platform for reinforcement learning in wireless mobile networks

Network and Service Coordination: Conventional and Machine Learning Approaches

Self-learning multi-objective service coordination using deep reinforcement learning

Distributed online service coordination using deep reinforcement learning

Divide and conquer: Hierarchical network and service coordination

Machine learning for dynamic resource allocation in network function virtualization

Stefan Schneider Information

University

Position

___

Citations(all)

443

Citations(since 2020)

420

Cited By

175

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

18

i10Index(since 2020)

17

Email

University Profile Page

Universität Paderborn

Google Scholar

View Google Scholar Profile

Stefan Schneider Skills & Research Interests

networking

optimization

reinforcement learning

cloud & edge computing

machine learning

Top articles of Stefan Schneider

Title

Journal

Author(s)

Publication Date

Multi-agent deep reinforcement learning for coordinated multipoint in mobile networks

IEEE Transactions on Network and Service Management

Stefan Schneider

Holger Karl

Ramin Khalili

Artur Hecker

2023/8/1

Use What You Know: Network and Service Coordination Beyond Certainty

Stefan Werner

Stefan Schneider

Holger Karl

2022/4/25

mobile-env: An open platform for reinforcement learning in wireless mobile networks

Stefan Schneider

Stefan Werner

Ramin Khalili

Artur Hecker

Holger Karl

2022/4/25

Network and Service Coordination: Conventional and Machine Learning Approaches

Stefan Schneider

2022/1

Self-learning multi-objective service coordination using deep reinforcement learning

IEEE Transactions on Network and Service Management

Stefan Schneider

Ramin Khalili

Adnan Manzoor

Haydar Qarawlus

Rafael Schellenberg

...

2021/4/29

Distributed online service coordination using deep reinforcement learning

Stefan Schneider

Haydar Qarawlus

Holger Karl

2021/7/7

Divide and conquer: Hierarchical network and service coordination

Stefan Schneider

Mirko Jürgens

Holger Karl

2021/5/17

Machine learning for dynamic resource allocation in network function virtualization

Stefan Schneider

Narayanan Puthenpurayil Satheeschandran

Manuel Peuster

Holger Karl

2020/6/29

Self-driving network and service coordination using deep reinforcement learning

Stefan Schneider

Adnan Manzoor

Haydar Qarawlus

Rafael Schellenberg

Holger Karl

...

2020/11/2

Every node for itself: Fully distributed service coordination

Stefan Schneider

Lars Dietrich Klenner

Holger Karl

2020/11/2

Cloud-native threat detection and containment for smart manufacturing

Marcel Müller

Daniel Behnke

Patrick-Benjamin Bök

Stefan Schneider

Manuel Peuster

...

2020/6/29

Benchmarking and profiling 5G verticals' applications: an industrial IoT use case

Anastasios Zafeiropoulos

Eleni Fotopoulou

Manuel Peuster

Stefan Schneider

Panagiotis Gouvas

...

2020/6/29

See List of Professors in Stefan Schneider University(Universität Paderborn)

Co-Authors

H-index: 46
Holger Karl

Holger Karl

Universität Paderborn

H-index: 46
Christoph Sommer

Christoph Sommer

Technische Universität Dresden

H-index: 31
Dimosthenis Kyriazis

Dimosthenis Kyriazis

University of Piraeus

H-index: 15
Evgenia Kapassa

Evgenia Kapassa

University of Nicosia

H-index: 12
Florian Klingler

Florian Klingler

Universität Paderborn

H-index: 11
Sevil Dräxler

Sevil Dräxler

Universität Paderborn

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