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

Kostovska, Ana; Bogatinovski, Jasmin; D\vzeroski, Sa\vso; Kocev, Dragi; Panov, Pan\vce
A catalogue with semantic annotations makes multilabel datasets FAIR
Nature Scientific Reports (12)

DOI

https://doi.org/10.1038/s41598-022-11316-3 <https://doi.org/10.1038/s41598-022-11316-3>

Bogatinovski, Jasmin; Todorovski, Ljup\vco; D\vzeroski, Sa\vso; Kocev, Dragi
Explaining the performance of multilabel classification methods with data set properties
International Journal of Intelligent Systems, 37 :6080- 6122

DOI

https://doi.org/10.1002/int.22835 <https://doi.org/10.1002/int.22835>

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), Seite 161-169
Herausgeber: IEEE
Dezember 2022

Datei

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), Seite 4583-4588
Herausgeber: IEEE
Dezember 2022

Datei

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), Seite 209-216
Herausgeber: IEEE
Dezember 2022

Datei

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

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), Seite 2709-2715
Herausgeber: IEEE
Dezember 2022

DOI

10.1109/BigData55660.2022.10020864

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, Seite to appear
Herausgeber: IEEE
November 2022

Datei

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

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), Seite 1095–1101
Herausgeber: IEEE
November 2022

Datei

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

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), Seite to appear
Herausgeber: IEEE
September 2022

Datei

https://arxiv.org/abs/2207.09298

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
Herausgeber: SpringerOpen

DOI

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

Datei

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

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), Seite 553-561
Herausgeber: IEEE
September 2022

Datei

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

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

Datei

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

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), Seite to appear
Herausgeber: IEEE
September 2022

Datei

https://arxiv.org/abs/2206.13852

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
Herausgeber: SpringerOpen

DOI

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

Datei

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

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), Seite 218-232
Herausgeber: Springer
August 2022

Datei

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), Seite to appear
Herausgeber: ACM
Juli 2022

DOI

10.1145/3538712.3538739

Datei

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), Seite 198-207
Herausgeber: IEEE
Juli 2022

Datei

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

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, Seite 88-93
Herausgeber: IEEE
Mai 2022

Datei

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

Christoph Blumschein ; 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
Mai 2022

Datei

https://arxiv.org/abs/2204.08846

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

Datei

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 NetworkingausEdgeSys '22
Herausgeber: ACM, New York, NY, USA
April 2022

DOI

10.1145/3517206.3526275

Datei

https://arxiv.org/abs/2203.14801

Ilja Behnke ; Thamsen, Lauritz
A Priority-Aware Multiqueue NIC Design for Real-Time IoT Devices
The 37th ACM/SIGAPP Symposium on Applied Computing (SAC '22)
Herausgeber: ACM
2022

Datei

http://arxiv.org/abs/2201.00594

Wittkopp, Thorsten; Acker, Alexander; Nedelkoski, Sasho; Bogatinovski, Jasmin; Scheinert, Dominik; Fan, Wu; Kao, Odej
A2Log: Attentive Augmented Log Anomaly Detection
55th Hawaii International Conference on Systems Science, Seite 1853-1862
Januar 2022

Datei

https://arxiv.org/abs/2109.09537

Bogatinovski, Jasmin; Todorovski, Ljup\vco; D\vzeroski, Sa\vso; Kocev, Dragi
Comprehensive comparative study of multi-label classification methods
Expert Systems with Applications, 203
2022

DOI

https://doi.org/10.1016/j.eswa.2022.117215 <https://doi.org/10.1016/j.eswa.2022.117215>