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Publikationen der gesamten Fachgruppe

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2021

LEAF: Simulating Large Energy-Aware Fog Computing Environments [12]

Wiesner, Philipp and Thamsen, Lauritz

2021 5th IEEE International Conference on Fog and Edge Computing (ICFEC). IEEE, To appear. 2021

Link to code repository Download Bibtex Eintrag [13]

Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms [14]

Ferrer, Ana Juan and Becker, Soeren and Schmidt, Florian and Thamsen, Lauritz and Kao, Odej

Workshop Proceedings of the 21st IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing. IEEE, To appear. 2021

Download Bibtex Eintrag [15]

Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies [16]

Scheinert, Dominik and Acker, Alexander and Thamsen, Lauritz and Geldenhuys, Morgan K. and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering, To appear. 2021

Download Bibtex Eintrag [17]

Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models [18]

Bogatinovski, Jasmin and Harald, Ott and, Acker, Alexander and Nedelkoski, Sasho and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering. ACM, To appear. 2021

Download Bibtex Eintrag [19]

MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems [20]

Wu, Li and Tordsson, Johan and Bogatinovski, Jasmin and Elmroth, Erik and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering. ACM, To appear. 2021

Download Bibtex Eintrag [21]

PIERES: A Playground for Network Interrupt Experiments on Real-Time Embedded Systems in the IoT [22]

Franz Bender, Jan Jonas Brune, Nick Lauritz Keutel, Ilja Behnke and Lauritz Thamsen

2021 ACM/SPEC International Conference on Performance Engineering Companion. ACM, 81-84. 2021

Link zur Originalpublikation [23] Download Bibtex Eintrag [24]

Detecting and Mitigating Network Packet Overloads on Real-Time Devices in IoT Systems [25]

Danicki, Robert and Haug, Martin and Behnke, Ilja and Mädje, Laurenz and Thamsen, Lauritz

4th International Workshop on Edge Systems, Analytics and Networking (EdgeSys'21), 25-30. 2021

Link zur Originalpublikation [26] Download Bibtex Eintrag [27]

Towards a Staging Environment for the Internet of Things [28]

Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Florian Brokhausen, Ilja Behnke, Robert Schmid, Lukas Pirl, and Lauritz Thamsen

2021 IEEE International Conference on Pervasive Computing and Communications Workshops, To appear. 2021

Link to code repository Download Bibtex Eintrag [29]

Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper [30]

Jasmin Bogatinovski and Sasho Nedelkoski and Alexander Acker and Florian Schmidt and Thorsten Wittkopp and Soeren Becker and Jorge Cardoso and Odej Kao

2021

Download Bibtex Eintrag [31]

2020

Self-Supervised Anomaly Detection from Distributed Traces [32]

J. Bogatinovski and S. Nedelkoski and J. Cardoso and O. Kao

2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 342–347. 2020

Download Bibtex Eintrag [33]

A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring [34]

Lorenz, Felix and Geldenhuys, Morgan and Sommer, Harald and Jakobs, Frauke and Lüring, Carsten and Skwarek, Volker and Behnke, Ilja and Thamsen, Lauritz

2020 IEEE International Conference on Big Data. IEEE, 3488–3493. 2020

Link to code repository Download Bibtex Eintrag [35]

Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines [36]

Ahmad, Sabtain and Styp-Rekowski, Kevin and Nedelkoski, Sasho and Kao, Odej

2020 IEEE International Conference on Big Data (Big Data), 4093–4102. 2020

Download Bibtex Eintrag [37]

Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs [38]

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

2020 IEEE International Conference on Big Data, 434–440. 2020

Download Bibtex Eintrag [39]

Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series [40]

Styp-Rekowski, Kevin and Schmidt, Florian and Kao, Odej

2020 IEEE International Conference on Big Data (Big Data), 2217–2222. 2020

Download Bibtex Eintrag [41]

Performance Diagnosis in Cloud Microservices using Deep Learning [42]

Wu, Li and Bogatinovski, Jasmin and Nedelkoski, Sasho and Tordsson, Johan and Kao, Odej

18th International Conference on Service-Oriented Computing, To appear. 2020

Download Bibtex Eintrag [43]

Towards AIOps in Edge Computing Environments [44]

Becker, Soeren and Schmidt, Florian and Gulenko, Anton and Acker, Alexander and Kao, Odej

2020 IEEE International Conference on Big Data. IEEE, 3470–3475. 2020

Download Bibtex Eintrag [45]

Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs [46]

Will, Jonathan and Bader, Jonathan and Thamsen, Lauritz

2020 IEEE International Conference on Big Data. IEEE, 2851–2856. 2020

Link to code repository Download Bibtex Eintrag [47]

TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services [48]

Dominik Scheinert and Alexander Acker

18th International Conference on Service-Oriented Computing, To appear. 2020

Download Bibtex Eintrag [49]

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? [50]

Behnke, Ilja and Pirl, Lukas and Thamsen, Lauritz and Danicki, Robert and Polze, Andreas and Kao, Odej

IPCCC 2020: 39th International Performance Computing and Communications Conference, 1-6. 2020

Link zur Originalpublikation [51] Download Bibtex Eintrag [52]

Decentralized Federated Learning Preserves Model and Data Privacy [53]

Thorsten Wittkopp and Alexander Acker

18th International Conference on Service-Oriented Computing, To appear. 2020

Download Bibtex Eintrag [54]

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs [55]

Nedelkoski, Sasho and Bogatinovski, Jasmin and Acker, Alexander and Cardoso, Jorge and Kao, Odej

ICDM 2020: 20th IEEE International Conference on Data Mining, 1196–1201. 2020

Link zur Originalpublikation [56] Download Bibtex Eintrag [57]

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction [58]

Acker, Alexander and Wittkopp, Thorsten and Nedelkoski, Sasho and Bogatinovski, Jasmin and Kao, Odej

15th Conference on Computer Science and Information Systems, 7–10. 2020

Link zur Originalpublikation [59] Link to code repository Download Bibtex Eintrag [60]

Self-Supervised Log parsing [61]

S. Nedelkoski and J. Bogatinovski and A. Acker and J. Cardoso and O. Kao

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2020, 1–742. 2020

Download Bibtex Eintrag [62]

Multi-Source Distributed System Data for AI-powered Analytics [63]

Nedelkoski, Sasho and Bogatinovski, Jasmin and Mandapati, Ajay, and Cardoso, Jorge and Kao, Odej

ESOCC 2020: European Conference On Service-Oriented And Cloud Computing. Springer International Publishing, 161–176. 2020

Link to code repository Download Bibtex Eintrag [64]

AI-Governance and Levels of Automation for AIOps-supported system administration [65]

Gulenko, Anton and Acker, Alexander and Kao, Odej and Liu, Feng

The 29th International Conference on Computer Communications and Networks, 1–6. 2020

Download Bibtex Eintrag [66]

Fingerprinting Analog IoT Sensors for Secret-Free Authentication [67]

Lorenz, Felix and Thamsen, Lauritz and Wilke, Andreas and Behnke, Ilja and Waldmüller-Littke, Jens and Komarov, Ilya and Kao, Odej and Paeschke, Manfred

2020 29th International Conference on Computer Communications and Networks (ICCCN). IEEE, 1–6. 2020

Link zur Originalpublikation [68] Download Bibtex Eintrag [69]

Bitflow: An In Situ Stream Processing Framework [70]

Gulenko, Anton and Acker, Alexander and Schmidt, Florian and Becker, Soeren and Kao, Odej

International Conference on Autonomic Computing and Self-Organizing Systems, 182–187. 2020

Link to code repository Download Bibtex Eintrag [71]

MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems [72]

Wu, Li and Tordsson, Johan and Acker, Alexander and Kao, Odej

2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 227–236. 2020

Download Bibtex Eintrag [73]

Learning more expressive joint distributions in multimodal variational methods [74]

S. Nedelkoski and M. Bogojevski and O. Kao

2020 International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, 137–149. 2020

Download Bibtex Eintrag [75]

Sensor Artificial Intelligence and its Application to Space Systems--A White Paper [76]

Börner, Anko and Hübers, Heinz-Wilhelm and Kao, Odej and Schmidt, Florian and Becker, Sören and Denzler, Joachim and Matolin, Daniel and Haber, David and Lucia, Sergio and Samek, Wojciech and others

arXiv preprint arXiv:2006.08368 2020

Download Bibtex Eintrag [77]

Mary, Hugo, and Hugo*: Learning to Schedule Distributed Data-Parallel Processing Jobs on Shared Clusters [78]

Lauritz Thamsen, Jossekin Beilharz, Vinh Thuy Tran, Sasho Nedelkoski, and Odej Kao

Concurrency and Computation: Practice and Experience. Wiley, e5823. 2020

Link zur Originalpublikation [79] Download Bibtex Eintrag [80]

MicroRCA: Root Cause Localization of Performance Issues in Microservices [81]

Wu, Li and Tordsson, Johan and Elmroth, Erik and Kao, Odej

NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium, 1–9. 2020

Download Bibtex Eintrag [82]

2019

Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds [83]

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

12th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM, 15–20. 2019

Download Bibtex Eintrag [84]

Effectively Testing System Configurations of Critical IoT Analytics Pipelines [85]

Geldenhuys, Morgan K. and Thamsen, Lauritz and Gontarska, Kain Kordian and Lorenz, Felix and Kao, Odej

2019 IEEE International Conference on Big Data. IEEE, 4157–4162. 2019

Download Bibtex Eintrag [86]

Graph-based Feature Selection Filter Utilizing Maximal Cliques [87]

Schroeder, Daniel Thilo and Styp-Rekowski, Kevin and Schmidt, Florian and Acker, Alexander and Kao, Odej

2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS). IEEE, 297–302. 2019

Download Bibtex Eintrag [88]

Unsupervised Anomaly Alerting for IoT-Gateway Monitoring using Adaptive Thresholds and Half-Space Trees [89]

Wetzig, René and Gulenko, Anton and Schmidt, Florian

2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS). IEEE, 161–168. 2019

Download Bibtex Eintrag [90]

Case Study: Visualizing Computer System Programming Concepts for Education [91]

Schmidt, Florian and Ohlemacher, Johannes and Hennig, Vincent and Kao, Odej and Nordholz, Jan

SEFI 47th Annual Conference Proceedings - Complexity is the new normality. SEFI, 970–979. 2019

Download Bibtex Eintrag [92]

Anomaly Detection and Levels of Automation for AI-Supported System Administration [93]

Gulenko, Anton and Kao, Odej and Schmidt, Florian

Annual International Symposium on Information Management and Big Data, 1–7. 2019

Download Bibtex Eintrag [94]

Thamsen, Lauritz and Verbitskiy, Ilya and Nedelkoski, Sasho and Tran, Vinh Thuy and Meyer, Vinicius and Xavier, Miguel G. and Kao, Odej and De Rose, Cesar A. F.

Euro-Par 2019: Parallel Processing Workshops. Springer, 519–530. 2019

Link zur Originalpublikation [95] Download Bibtex Eintrag [96]

Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring [97]

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

Computational Science and Its Applications – ICCSA 2019. Springer International Publishing, 241–256. 2019

Download Bibtex Eintrag [98]

Anomaly Detection from System Tracing Data Using Multimodal Deep Learning [99]

S. Nedelkoski and J. Cardoso and O. Kao

2019 IEEE 12th International Conference on Cloud Computing (CLOUD). IEEE, 179–186. 2019

Download Bibtex Eintrag [100]

Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures [101]

Nedelkoski, Sasho and Thamsen, Lauritz and Verbitskiy, Ilya and Kao, Odej

2019 IEEE International Conference on Edge Computing (EDGE). IEEE, 8–12. 2019

Download Bibtex Eintrag [102]

Digital Teaching and Learning Projects in Engineering Education at Technische Universit"at Berlin [103]

Schmidt, Florian and Schmitt, Franz-Josef and Böger, Laura and Wilhelm-Weidner, Arno and Torjus, Nicole

2019 ASEE Annual Conference & Exposition. American Society for Engineering Education. 2019

Download Bibtex Eintrag [104]

Anomaly Detection and Classification using Distributed Tracing and Deep Learning [105]

S. Nedelkoski and J. Cardoso and O. Kao

2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID). IEEE/ACM, 241–250. 2019

Download Bibtex Eintrag [106]

2018

CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters [107]

Verbitskiy, Ilya and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 81–88. 2018

Download Bibtex Eintrag [108]

Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems [109]

Acker, Alexander and Schmidt, Florian and Gulenko, Anton and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 290–295. 2018

Download Bibtex Eintrag [110]

Scheduling Stream Processing Tasks on Geo-Distributed Heterogeneous Resources [111]

Janßen, Gerrit and Verbitskiy, Ilya and Renner, Thomas and Thamsen, Lauritz

2018 IEEE International Conference on Big Data. IEEE, 5159–5164. 2018

Download Bibtex Eintrag [112]

Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima [113]

Schmidt, Fldorian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE/ACM International Conference on Utility and Cloud Computing (UCC). IEEE, 71–76. 2018

Download Bibtex Eintrag [114]

Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima [115]

Schmidt, Florian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 278–283. 2018

Download Bibtex Eintrag [116]

A Practical Implementation of In-Band Network Telemetry in Open vSwitch [117]

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE. 2018

Download Bibtex Eintrag [118]

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