Florian Schmidt

35 papers A 1B 1C 6Journal 8Unranked 19
YearRankTypeTitle / Venue / Authors
2022 C conf
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.
ICFEC
Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022 J jnl
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.
CoRR
Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022 — conf
Scalable and Data-driven Decision Support in the Maintenance, Repair, and Overhaul Process.
IEEM
Houkun Zhu, Helena Ebel, Dominik Scheinert, Florian Schmidt, Jens Altenkirch, Odej Kao
2021 J jnl
Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper.
CoRR
Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Florian Schmidt, Thorsten Wittkopp, Soeren Becker, Jorge Cardoso, Odej Kao
2021 C conf
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments.
IPCCC
Soeren Becker, Florian Schmidt, Odej Kao
2021 J jnl
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments.
CoRR
Soeren Becker, Florian Schmidt, Odej Kao
2021 — conf
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks.
ACSOS
Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021 J jnl
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks.
CoRR
Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021 J jnl
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series.
CoRR
Kevin Styp-Rekowski, Florian Schmidt, Odej Kao
2021 J jnl
Towards AIOps in Edge Computing Environments.
CoRR
Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao
2021 B conf
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.
CCGRID
Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2021 J jnl
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.
CoRR
Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2020 — conf
Bitflow: An In Situ Stream Processing Framework.
ACSOS Companion
Anton Gulenko, Alexander Acker, Florian Schmidt, Sören Becker, Odej Kao
2020 — conf
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series.
IEEE BigData
Kevin Styp-Rekowski, Florian Schmidt, Odej Kao
2020 J jnl
Sensor Artificial Intelligence and its Application to Space Systems - A White Paper.
CoRR
Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
2020 — conf
Towards AIOps in Edge Computing Environments.
IEEE BigData
Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao
2019 — conf
Anomaly Detection and Levels of Automation for AI-Supported System Administration.
SIMBig
Anton Gulenko, Odej Kao, Florian Schmidt
2019 — conf
Graph-based Feature Selection Filter Utilizing Maximal Cliques.
SNAMS
Daniel Thilo Schroeder, Kevin Styp-Rekowski, Florian Schmidt, Alexander Acker, Odej Kao
2019 — conf
Unsupervised Anomaly Alerting for IoT-Gateway Monitoring using Adaptive Thresholds and Half-Space Trees.
IoTSMS
René Wetzig, Anton Gulenko, Florian Schmidt
2018 — conf
Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution.
CloudNet
Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Alexander Acker, Odej Kao
2018 — conf
Decision Tree Visualization for High-Dimensional Numerical Data.
SNAMS
Dora Szucs, Florian Schmidt
2018 — conf
Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering.
IEEE CLOUD
Anton Gulenko, Florian Schmidt, Alexander Acker, Marcel Wallschläger, Odej Kao, Feng Liu
2018 A conf
IFTM - Unsupervised Anomaly Detection for Virtualized Network Function Services.
ICWS
Florian Schmidt, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Vincent Hennig, Feng Liu, Odej Kao
2018 C conf
Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems.
CloudCom
Alexander Acker, Florian Schmidt, Anton Gulenko, Odej Kao
2018 — conf
Unsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima.
UCC Companion
Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao
2018 C conf
Unsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima.
CloudCom
Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao
2018 — conf
ViMEC: Interactive Application for Micro-Cluster Visualizations.
EuroVis (Posters)
Florian Schmidt, Yannick Ehrenfeld
2017 — conf
Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection.
FNC/MobiSPC
Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Odej Kao, Feng Liu
2017 — conf
Novel framework combining health records with medical algorithms.
PervasiveHealth
Florian Schmidt, Vincent Hennig, Sarah Köhler, Marcel Wallschläger, Anton Gulenko, Hartmut Schmidt, Odej Kao
2017 — conf
Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams.
IEEE BigData
Alexander Acker, Florian Schmidt, Anton Gulenko, Reinhard Kietzmann, Odej Kao
2017 C conf
SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows.
PDCAT
Jannis Koch, Lauritz Thamsen, Florian Schmidt, Odej Kao
2017 — conf
Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference.
BigData Congress
Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, Odej Kao
2016 — conf
A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems.
FNC/MobiSPC
Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu
2016 — conf
Evaluating machine learning algorithms for anomaly detection in clouds.
IEEE BigData
Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu
2016 C conf
Selecting resources for distributed dataflow systems according to runtime targets.
IPCCC
Lauritz Thamsen, Ilya Verbitskiy, Florian Schmidt, Thomas Renner, Odej Kao