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2020 – today
- 2025
[j7]Saleh Gholam Zadeh, Vaisakh Shaj, Patrick Jahnke, Gerhard Neumann, Tim Breitenbach:
Towards Measuring Predictability: To which extent data-driven approaches can extract deterministic relations from data exemplified with time series prediction and classification. Trans. Mach. Learn. Res. 2025 (2025)- [c5]Davide Rovelli
, Christian Faerber, Graham McKenzie, Ali Pahlevan, Sina Darabi, Patrick Jahnke, Patrick Eugster:
Nano-consensus: Ultra-fast, Quorum-less Coordination on the Wire. SoCC 2025: 659-672 - [c4]Davide Rovelli, Pavel Chuprikov, Philipp Berdesinski, Ali Pahlevan, Patrick Jahnke, Patrick Eugster:
FiDe: Reliable and Fast Crash Failure Detection to Boost Datacenter Coordination. USENIX ATC 2025: 765-788 - 2024
- [j6]Reza Rabieyan, Ramin Yahyapour, Patrick Jahnke:
Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm. J. Grid Comput. 22(3): 58 (2024) - [j5]Tim Breitenbach, Shrikanth Malavalli Divakar, Lauritz Rasbach, Patrick Jahnke:
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. J. Parallel Distributed Comput. 185: 104800 (2024) - [j4]Reza Rabieyan, Ramin Yahyapour, Patrick Jahnke:
Optimization of containerized application deployment in virtualized environments: a novel mathematical framework for resource-efficient and energy-aware server infrastructure. J. Supercomput. 80(15): 22598-22630 (2024) - [j3]Andreas Boltres, Niklas Freymuth, Patrick Jahnke, Holger Karl, Gerhard Neumann:
Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics. Trans. Mach. Learn. Res. 2024 (2024) - [c3]Jérôme Graf, Pavel Chuprikov, Patrick Eugster, Patrick Jahnke:
FARM: Comprehensive Data Center Network Monitoring and Management. ICDCS 2024: 520-530 - [i2]Andreas Boltres, Niklas Freymuth, Patrick Jahnke, Holger Karl, Gerhard Neumann:
Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics. CoRR abs/2410.10377 (2024) - 2023
- [j2]Tim Breitenbach, Bartosz Wilkusz, Lauritz Rasbach, Patrick Jahnke:
On a method for detecting periods and repeating patterns in time series data with autocorrelation and function approximation. Pattern Recognit. 138: 109355 (2023) - 2022
- [j1]Tim Breitenbach, Lauritz Rasbach, Chunguang Liang, Patrick Jahnke:
A principal feature analysis. J. Comput. Sci. 58: 101502 (2022) - 2021
- [b1]Patrick Jahnke:
Observing, Predicting, and Enforcing Properties of Interactions in Data Centers. Technical University of Darmstadt, Germany, 2021 - [c2]Patrick Jahnke, Vincent Riesop, Pierre-Louis Roman, Pavel Chuprikov, Patrick Eugster:
Live in the Express Lane. USENIX ATC 2021: 581-595
2010 – 2019
- 2018
- [i1]Patrick Jahnke, Emmanuel Stapf, Jonas Mieseler, Gerhard Neumann, Patrick Eugster:
Towards Fine Grained Network Flow Prediction. CoRR abs/1808.06453 (2018) - 2016
- [c1]Alexander Frömmgen, Jens Heuschkel, Patrick Jahnke, Fabio Cuozzo, Immanuel Schweizer, Patrick Eugster, Max Mühlhäuser, Alejandro P. Buchmann:
Crowdsourcing Measurements of Mobile Network Performance and Mobility During a Large Scale Event. PAM 2016: 70-82
Coauthor Index
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