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Patrick Krämer
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 13
Top Topics
Reinforcement Learning
Network Traffic
Network Protocols
Queuing Model
Top Venues
IEEE Trans. Netw. Serv. Manag.
J. Comput. Appl. Math.
NetSoft
Electron. Commun. Eur. Assoc. Softw. Sci. Technol.
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Publications
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Patrick Krämer
,
Benedikt Baier
,
Niklas Landerer
,
Philip Diederich
,
Alexander Griessel
,
Oliver Hohlfeld
,
Andreas Blenk
,
Martin Mieth
,
Wolfgang Kellerer
ProFi: Scalable and Efficient Website Fingerprinting.
IEEE Trans. Netw. Serv. Manag.
21 (1) (2024)
Kaan Aykurt
,
Razvan-Mihai Ursu
,
Johannes Zerwas
,
Patrick Krämer
,
Navidreza Asadi
,
Leon Wong
,
Wolfgang Kellerer
HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates.
NFV-SDN
(2023)
Razvan-Mihai Ursu
,
Johannes Zerwas
,
Patrick Krämer
,
Navidreza Asadi
,
Phil Rodgers
,
Leon Wong
,
Wolfgang Kellerer
Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors?
NetSoft
(2023)
Anna Prado
,
Franziska Stöckeler
,
Fidan Mehmeti
,
Patrick Krämer
,
Wolfgang Kellerer
Enabling Proportionally-Fair Mobility Management With Reinforcement Learning in 5G Networks.
IEEE J. Sel. Areas Commun.
41 (6) (2023)
Patrick Krämer
,
Oliver Zeidler
,
Philip Diederich
,
Johannes Zerwas
,
Andreas Blenk
,
Wolfgang Kellerer
Mistill: Distilling Distributed Network Protocols From Examples.
IEEE Trans. Netw. Serv. Manag.
20 (4) (2023)
Johannes Zerwas
,
Patrick Krämer
,
Razvan-Mihai Ursu
,
Navidreza Asadi
,
Phil Rodgers
,
Leon Wong
,
Wolfgang Kellerer
KAPETÁNIOS: Automated Kubernetes Adaptation through a Digital Twin.
NoF
(2022)
Alexander Griessel
,
Maximilian Stephan
,
Martin Mieth
,
Wolfgang Kellerer
,
Patrick Krämer
RLBrowse: Generating Realistic Packet Traces with Reinforcement Learning.
NOMS
(2022)
Patrick Krämer
,
Andreas Blenk
Navigating Communication Networks with Deep Reinforcement Learning.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol.
80 (2022)
Maximilian Stephan
,
Patrick Krämer
,
Wolfgang Kellerer
AwareNet: using WSBMs for network traffic analyis.
StudentWorkshop@CoNEXT
(2022)
Patrick Krämer
,
Philip Diederich
,
Corinna Krämer
,
Rastin Pries
,
Wolfgang Kellerer
,
Andreas Blenk
A: Operating a Service Function Chain Platform With Data-Driven Scheduling Policies.
IEEE Trans. Netw. Serv. Manag.
19 (3) (2022)
Patrick Krämer
,
Katharina Schratz
,
Xiaofei Zhao
Splitting methods for nonlinear Dirac equations with Thirring type interaction in the nonrelativistic limit regime.
J. Comput. Appl. Math.
387 (2021)
Patrick Krämer
,
Philip Diederich
,
Corinna Krämer
,
Rastin Pries
,
Wolfgang Kellerer
,
Andreas Blenk
sfc2cpu: Operating a Service Function Chain Platform with Neural Combinatorial Optimization.
IM
(2021)
Patrick Krämer
,
Katharina Schratz
Efficient time integration of the Maxwell-Klein-Gordon equation in the non-relativistic limit regime.
J. Comput. Appl. Math.
316 (2017)