Crowdsourcing Measurements of Mobile Network Performance and Mobility During a Large Scale Event. - Alexander Frömmgen; Jens Heuschkel; Patrick Jahnke; Fabio Cuozzo; Immanuel Schweizer; Patrick Eugster; Max Mühlhäuser; Alejandro P. Buchmann (PAM, 2016)

Towards Fine Grained Network Flow Prediction. - Patrick Jahnke; Emmanuel Stapf; Jonas Mieseler; Gerhard Neumann; Patrick Eugster (CoRR, 2018)

Live in the Express Lane. - Patrick Jahnke; Vincent Riesop; Pierre-Louis Roman; Pavel Chuprikov; Patrick Eugster (USENIX ATC, 2021)

Observing, Predicting, and Enforcing Properties of Interactions in Data Centers. - Patrick Jahnke (2021)

A principal feature analysis. - Tim Breitenbach; Lauritz Rasbach; Chunguang Liang; Patrick Jahnke (J. Comput. Sci., 2022)

On a method for detecting periods and repeating patterns in time series data with autocorrelation and function approximation. - Tim Breitenbach; Bartosz Wilkusz; Lauritz Rasbach; Patrick Jahnke (Pattern Recognit., 2023)

FARM: Comprehensive Data Center Network Monitoring and Management. - Jérôme Graf; Pavel Chuprikov; Patrick Eugster; Patrick Jahnke (ICDCS, 2024)

Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics. - Andreas Boltres; Niklas Freymuth; Patrick Jahnke; Holger Karl; Gerhard Neumann (Trans. Mach. Learn. Res., 2024)

ML-driven risk estimation for memory failure in a data center environment with convolutional neural networks, self-supervised data labeling and distribution-based model drift determination. - Tim Breitenbach; Shrikanth Malavalli Divakar; Lauritz Rasbach; Patrick Jahnke (J. Parallel Distributed Comput., 2024)

Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm. - Reza Rabieyan; Ramin Yahyapour; Patrick Jahnke (J. Grid Comput., 2024)

Optimization of containerized application deployment in virtualized environments: a novel mathematical framework for resource-efficient and energy-aware server infrastructure. - Reza Rabieyan; Ramin Yahyapour; Patrick Jahnke (J. Supercomput., 2024)

FiDe: Reliable and Fast Crash Failure Detection to Boost Datacenter Coordination. - Davide Rovelli; Pavel Chuprikov; Philipp Berdesinski; Ali Pahlevan; Patrick Jahnke; Patrick Eugster (USENIX ATC, 2025)

Towards Measuring Predictability: To which extent data-driven approaches can extract deterministic relations from data exemplified with time series prediction and classification. - Saleh Gholam Zadeh; Vaisakh Shaj; Patrick Jahnke; Gerhard Neumann; Tim Breitenbach (Trans. Mach. Learn. Res., 2025)