Publications

Distributed and Operating Systems

2023

Behnke, Ilja; Blumschein, Christoph; Danicki, Robert; Wiesner, Philipp; Thamsen, Lauritz; Kao, Odej
Towards a real-time IoT: Approaches for incoming packet processing in cyber-physical systems
Journal of Systems Architecture
May 2023
Publisher: Elsevier

DOI: 10.1016/j.sysarc.2023.102891
File: https://arxiv.org/pdf/2305.01985

Bogatinovski, Jasmin; Kao, Odej
Auto-Logging: AI-centred Logging Instrumentation
45th International Conference on Software Engineering, (ICSE '23)
2023

Lehmann, Fabian; Bader, Jonathan; Tschirpke, Friedrich; Thamsen, Lauritz; Leser, Ulf
How Workflow Engines Should Talk to Resource Managers: A Proposal for a Common Workflow Scheduling Interface
2023 23rd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
January 2023

Yu, Qiao; Wengui, Zhang; Soroush, Haeri; Paolo, Notaro; Cardoso, Jorge; Kao, Odej
HiMFP: Hierarchical Intelligent Memory Failure Prediction for Cloud Service Reliability
53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network (IEEE IFIP DSN 2023)
2023

2022

Bader, Jonathan; Witzke, Joel; Becker, Soeren; Lößer, Ansgar; Lehmann, Fabian; Doehler, Leon; Vu, Anh Duc; Kao, Odej
Towards Advanced Monitoring for Scientific Workflows
2022 IEEE International Conference on Big Data (Big Data), Page 2709–2715
Publisher: IEEE
December 2022

DOI: 10.1109/BigData55660.2022.10020864

Will, Jonathan; Thamsen, Lauritz; Bader, Jonathan; Scheinert, Dominik; Kao, Odej
Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing
IEEE International Conference on Big Data (BigData), Page 161–169
Publisher: IEEE
December 2022

File: https://doi.org/10.1109/BigData55660.2022.10020295

Scheinert, Dominik; Aghdam, Babak Sistani Zadeh; Becker, Soeren; Kao, Odej; Thamsen, Lauritz
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments
IEEE International Conference on Big Data (BigData), Page 4583–4588
Publisher: IEEE
December 2022

File: https://doi.org/10.1109/BigData55660.2022.10021129

Scheinert, Dominik; Becker, Soeren; Bader, Jonathan; Thamsen, Lauritz; Will, Jonathan; Kao, Odej
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics
IEEE International Conference on Big Data (BigData), Page 209–216
Publisher: IEEE
December 2022

File: https://doi.org/10.1109/BigData55660.2022.10020860

Bader, Jonathan; Styp-Rekowski, Kevin; Doehler, Leon; Becker, Soeren; Kao, Odej
Macaw: The Machine Learning Magnetometer Calibration Workflow
2022 International Conference on Data Mining Workshops (ICDMW), Page 1095–1101
Publisher: IEEE
November 2022

File: https://ieeexplore.ieee.org/abstract/document/10031143

Bader, Jonathan; Lehmann, Fabian; Groth, Alexander; Thamsen, Lauritz; Scheinert, Dominik; Will, Jonathan; Leser, Ulf; Kao, Odej
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures
41th International Performance Computing and Communications Conference 2022, Page to appear
Publisher: IEEE
November 2022

File: https://arxiv.org/pdf/2208.07905.pdf

Michaelis, Ingo; Styp-Rekowski, Kevin; Rauberg, Jan; Stolle, Claudia; Korte, Monika
Geomagnetic data from the GOCE satellite mission
Earth, Planets and Space, 74 (135) :1–16
September 2022
Publisher: SpringerOpen

DOI: https://doi.org/10.1186/s40623-022-01691-6
File: https://doi.org/10.1186/s40623-022-01691-6

Zhu, Houkun; Scheinert, Dominik; Thamsen, Lauritz; Gontarska, Kordian; Kao, Odej
Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning
IEEE International Conference on Cloud Engineering (IC2E), Page to appear
Publisher: IEEE
September 2022

File: https://arxiv.org/abs/2207.09298

Will, Jonathan; Thamsen, Lauritz; Bader, Jonathan; Scheinert, Dominik; Kao, Odej
Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing
IEEE International Conference on Cloud Engineering (IC2E), Page to appear
Publisher: IEEE
September 2022

File: https://arxiv.org/abs/2206.13852

Toll, Markus; Behnke, Ilja; Kao, Odej
IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments
2022 IEEE International Conference on Cloud Engineering (IC2E), Page in print
Publisher: IEEE
September 2022

File: https://arxiv.org/pdf/2208.09270.pdf

Geldenhuys, Morgan K.; Pfister, Ben; Scheinert, Dominik; Thamsen, Lauritz; Kao, Odej
Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing
Conference on Computer Science and Intelligence Systems (FedCSIS), Page 553–561
Publisher: IEEE
September 2022

File: https://doi.org/10.15439/2022F225

Styp-Rekowski, Kevin; Michaelis, Ingo; Stolle, Claudia; Baerenzung, Julien; Korte, Monika; Kao, Odej
Machine learning-based calibration of the GOCE satellite platform magnetometers
Earth, Planets and Space, 74 (138) :1–23
September 2022
Publisher: SpringerOpen

DOI: https://doi.org/10.1186/s40623-022-01695-2
File: https://doi.org/10.1186/s40623-022-01695-2

Wiesner, Philipp; Scheinert, Dominik; Wittkopp, Thorsten; Thamsen, Lauritz; Kao, Odej
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads
28th International European Conference on Parallel and Distributed Computing (Euro-Par), Page 218–232
Publisher: Springer
August 2022

File: https://link.springer.com/chapter/10.1007/978-3-031-12597-3_14

Bader, Jonathan; Lehmann, Fabian; Thamsen, Lauritz; Will, Jonathan; Leser, Ulf; Kao, Odej
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters
34th International Conference on Scientific and Statistical Database Management (SSDBM 2022), Page to appear
Publisher: ACM
July 2022

DOI: 10.1145/3538712.3538739
File: http://arxiv.org/abs/2205.11181

Geldenhuys, Morgan K.; Scheinert, Dominik; Kao, Odej; Thamsen, Lauritz
Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads
IEEE International Conference on Web Services (ICWS), Page 198–207
Publisher: IEEE
July 2022

File: https://doi.org/10.1109/ICWS55610.2022.00041

Blumschein, Christoph; Behnke, Ilja; Thamsen, Lauritz; Kao, Odej
Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems
2022 IEEE 25th International Symposium on Real-Time Distributed Computing (ISORC)
IEEE
May 2022

File: https://arxiv.org/abs/2204.08846

Becker, Soeren; Scheinert, Dominik; Schmidt, Florian; Kao, Odej
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams
6th IEEE International Conference on Fog and Edge Computing 2022, Page 88–93
Publisher: IEEE
May 2022

File: http://dx.doi.org/10.1109/ICFEC54809.2022.00020

Thamsen, Lauritz; Scheinert, Dominik; Will, Jonathan; Bader, Jonathan; Kao, Odej
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview
Datenbank-Spektrum
May 2022
Publisher: Springer

File: https://doi.org/10.1007/s13222-022-00416-z

Habenicht, Daniel; Kreutz, Kevin; Becker, Soeren; Bader, Jonathan; Thamsen, Lauritz; Kao, Odej
SyncMesh: Improving Data Locality for Function-as-a-Service in Meshed Edge Networks
5th International Workshop on Edge Systems, Analytics and NetworkingfromEdgeSys '22
Publisher: ACM, New York, NY, USA
April 2022

DOI: 10.1145/3517206.3526275
File: https://arxiv.org/abs/2203.14801

Bogatinovski, Jasmin; Nedelkoski, Sasho; Madjarov, Gjorgji; Cardoso, Jorge; Kao, Odej
Leveraging Log instructions for Log-based Anomaly Detection
2022 IEEE International Conference on Services Computing (SCC), Page 321–326
2022

DOI: 10.1109/SCC55611.2022.00053

Bogatinovski, Jasmin; Qiao, Yu; Cardoso, Jorge; Kao, Odej
First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction
2022 IEEE International Conference on Big Data (Big Data)
2022

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