Patrick Krämer

14 papers B 3Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
ProFi: Scalable and Efficient Website Fingerprinting.
IEEE Trans. Netw. Serv. Manag.
Patrick Krämer, Benedikt Baier, Niklas Landerer, Philip Diederich, Alexander Griessel, Oliver Hohlfeld, Andreas Blenk, Martin Mieth, Wolfgang Kellerer
2023 — —
Design, Implementation, and Evaluation of Data-driven Algorithms for Networking.
Patrick Krämer
2023 J jnl
Enabling Proportionally-Fair Mobility Management With Reinforcement Learning in 5G Networks.
IEEE J. Sel. Areas Commun.
Anna Prado, Franziska Stöckeler, Fidan Mehmeti, Patrick Krämer, Wolfgang Kellerer
2023 — conf
HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates.
NFV-SDN
Kaan Aykurt, Razvan-Mihai Ursu, Johannes Zerwas, Patrick Krämer, Navidreza Asadi, Leon Wong, Wolfgang Kellerer
2023 J jnl
Mistill: Distilling Distributed Network Protocols From Examples.
IEEE Trans. Netw. Serv. Manag.
Patrick Krämer, Oliver Zeidler, Philip Diederich, Johannes Zerwas, Andreas Blenk, Wolfgang Kellerer
2023 B conf
Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors?
NetSoft
Razvan-Mihai Ursu, Johannes Zerwas, Patrick Krämer, Navidreza Asadi, Phil Rodgers, Leon Wong, Wolfgang Kellerer
2022 — conf
AwareNet: using WSBMs for network traffic analyis.
StudentWorkshop@CoNEXT
Maximilian Stephan, Patrick Krämer, Wolfgang Kellerer
2022 J jnl
D
IEEE Trans. Netw. Serv. Manag.
Patrick Krämer, Philip Diederich, Corinna Krämer, Rastin Pries, Wolfgang Kellerer, Andreas Blenk
2022 — conf
KAPETÁNIOS: Automated Kubernetes Adaptation through a Digital Twin.
NoF
Johannes Zerwas, Patrick Krämer, Razvan-Mihai Ursu, Navidreza Asadi, Phil Rodgers, Leon Wong, Wolfgang Kellerer
2022 J jnl
Navigating Communication Networks with Deep Reinforcement Learning.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol.
Patrick Krämer, Andreas Blenk
2022 B conf
RLBrowse: Generating Realistic Packet Traces with Reinforcement Learning.
NOMS
Alexander Griessel, Maximilian Stephan, Martin Mieth, Wolfgang Kellerer, Patrick Krämer
2021 J jnl
Splitting methods for nonlinear Dirac equations with Thirring type interaction in the nonrelativistic limit regime.
J. Comput. Appl. Math.
Patrick Krämer, Katharina Schratz, Xiaofei Zhao
2021 B conf
sfc2cpu: Operating a Service Function Chain Platform with Neural Combinatorial Optimization.
IM
Patrick Krämer, Philip Diederich, Corinna Krämer, Rastin Pries, Wolfgang Kellerer, Andreas Blenk
2017 J jnl
Efficient time integration of the Maxwell-Klein-Gordon equation in the non-relativistic limit regime.
J. Comput. Appl. Math.
Patrick Krämer, Katharina Schratz