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Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning.

H. Zhu, D. Scheinert, L. Thamsen, K. Gontarska, и O. Kao. IC2E, стр. 150-159. IEEE, (2022)

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Katrin Scheinert

Peter Scheinert

Tobias Scheinert

Markus Scheinert

Rudolf Scheinert

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Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems.D. Scheinert, F. Casares, M. Geldenhuys, K. Styp-Rekowski, и O. Kao. IC2E, стр. 202-211. IEEE, (2023)Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts.D. Scheinert, L. Thamsen, H. Zhu, J. Will, A. Acker, T. Wittkopp, и O. Kao. CLUSTER, стр. 261-270. IEEE, (2021)A Taxonomy of Anomalies in Log Data.T. Wittkopp, P. Wiesner, D. Scheinert, и O. Kao. ICSOC Workshops, том 13236 из Lecture Notes in Computer Science, стр. 153-164. Springer, (2021)LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision.T. Wittkopp, P. Wiesner, D. Scheinert, и A. Acker. ICSOC, том 13121 из Lecture Notes in Computer Science, стр. 700-707. Springer, (2021)Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures.J. Bader, F. Lehmann, A. Groth, L. Thamsen, D. Scheinert, J. Will, U. Leser, и O. Kao. IPCCC, стр. 269-274. IEEE, (2022)Let's wait awhile: how temporal workload shifting can reduce carbon emissions in the cloud.P. Wiesner, I. Behnke, D. Scheinert, K. Gontarska, и L. Thamsen. Middleware, стр. 260-272. ACM, (2021)Sizey: Memory-Efficient Execution of Scientific Workflow Tasks.J. Bader, F. Skalski, F. Lehmann, D. Scheinert, J. Will, L. Thamsen, и O. Kao. CoRR, (2024)Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads.P. Wiesner, D. Scheinert, T. Wittkopp, L. Thamsen, и O. Kao. Euro-Par, том 13440 из Lecture Notes in Computer Science, стр. 218-232. Springer, (2022)A2Log: Attentive Augmented Log Anomaly Detection.T. Wittkopp, A. Acker, S. Nedelkoski, J. Bogatinovski, D. Scheinert, W. Fan, и O. Kao. HICSS, стр. 1-10. ScholarSpace, (2022)C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds.J. Will, L. Thamsen, D. Scheinert, J. Bader, и O. Kao. IC2E, стр. 43-52. IEEE, (2021)

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