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TU Berlin

Inhalt des Dokuments

Publikationen der gesamten Fachgruppe

2021

Towards a Staging Environment for the Internet of Things

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

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

Link to code repository Download Bibtex Eintrag

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

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

2021 ACM/SPEC International Conference on Performance Engineering Companion, To appear. 2021

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2020

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

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 Link to code repository Download Bibtex Eintrag

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

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

2020 IEEE International Conference on Big Data, To appear. 2020

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

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, To appear. 2020

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

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

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

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

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

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Bitflow: An In Situ Stream Processing Framework

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

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

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

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

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2019

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

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

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

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Effectively Testing System Configurations of Critical IoT Analytics Pipelines

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

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

Gulenko, Anton and Kao, Odej and Schmidt, Florian

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

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2018

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

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

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

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

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Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima

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

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

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

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

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Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering

Gulenko, Anton and Schmidt, Florian and Acker, Alexander and Wallschlager, Marcel and Kao, Odej and Liu, Feng

2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 912–915. 2018

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2017

Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams

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

Big Data (Big Data), 2017 IEEE International Conference on, 3841–3846. 2017

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2016

Record Skipping in Parallel Data Processing Systems

Mareike Höger and O. Kao

2016 International Conference on Cloud and Autonomic Computing (ICCAC), 107–110. 2016

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A Constructive Proof for FLP

Benjamin Bisping and Paul-David Brodmann and Tim Jungnickel and Christina Rickmann and Henning Seidler and Anke Stüber and Arno Wilhelm-Weidner and Kirstin Peters and Uwe Nestmann

Archive of Formal Proofs 2016

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A Constructive Proof for FLP

Benjamin Bisping and Paul-David Brodmann and Tim Jungnickel and Christina Rickmann and Henning Seidler and Anke Stüber and Arno Wilhelm-Weidner and Kirstin Peters and Uwe Nestmann

International Conference on Interactive Theorem Proving. Springer. 2016

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RehaInterAct--Entwicklung einer multimodalen Gangschule zur Aktivierung der unteren Extremit\"aten

Kock, G. and John, M. and Häusler, B. and Grohnert, A. and Liebach, J. and Wolschke, M. and Smurawski A.

Zukunft Lebensräume: Gesundheit, Selbstständigkeit und Komfort im demografischen Wandel: 20. + 21.4.2016, Frankfurt am Main / Zukunft Lebensräume Kongress 2016. VDE Verlag, 181–186. 2016

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RehaInterAct--Eine sensorbasierte Trainingsumgebung

Grohnert, A. and Kliem, A. and Kock, G. and John, M. and Feichtinger, R. and Liebach, J. and Hornstein, T. and Polak, M.

18. GMA/ITG-Fachtagung Sensoren und Messsysteme 2016. AMA, 595–600. 2016

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A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Procedia Computer Science. Elsevier, 491–496. 2016

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Evaluating machine learning algorithms for anomaly detection in clouds

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Big Data (Big Data), 2016 IEEE International Conference on, 2716–2721. 2016

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High available deployment of cloud-based virtualized network functions

Makhsous, Saeed Haddadi and Gulenko, Anton and Kao, Odej and Liu, Feng

High Performance Computing & Simulation (HPCS), 2016 International Conference on, 468–475. 2016

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Weak Consistency and Stochastic Environments: Harmonization of Replicated Machine Learning Models

Herb, Tobias and Jungnickel, Tim and Alt, Christoph

Principles and Practice of Consistency for Distributed Data. ACM, 8:1–8:3. 2016

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Aura: A Flexible Dataflow Engine for Scalable Data Processing

Herb, Tobias, and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

Tools for High Performance Computing 2015: Proceedings of the 9th International Workshop on Parallel Tools for High Performance Computing, September 2015, Dresden, Germany. Springer, 117–126. 2016

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Progress Estimation in Parallel Data Processing Systems

Höger, Mareike and Kao, Odej

Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences, 690–697. 2016

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2015

Implicit Parallelism Through Deep Language Embedding

Alexandrov, Alexander and Kunft, Andreas and Katsifodimos, Asterios and Schüler, Felix and Thamsen, Lauritz and Kao, Odej and Herb, Tobias and Markl, Volker

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ACM, 47–61. 2015

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RehaInterAct--Der sensorbasierte Therapieraum der Zukunft

Grohnert, Anne and Bölke, Anett and Häusler, Benny and Irmscher, Boris and John, Michael and Kliem, Andreas and Kock, Gerd and Piesk, Jens and Polak, Marco

Mensch und Computer 2015–Workshopband. De Gruyter Oldenbourg. 2015

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2014

Replicated Convergent Data Containers

Herb, T. and Kao, O.

4th International Conference on Model & Data Engineering (MEDI’2014). Lecture Notes in Computer Science (LNCS) - Springer, 238–249. 2014

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MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions

Stanik, Alexander and Kao, Odej and Martins, Rui and Cruz, Antonio and Tektonidis, Dimitrios

Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on. IEEE Computer Society, 915–922. 2014

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The Stratosphere platform for big data analytics

Alexandrov, Alexander and Bergmann, Rico and Ewen, Stephan and Freytag, Johann-Christoph and Hueske, Fabian and Heise, Arvid and Kao, Odej and Leich, Marcus and Leser, Ulf and Markl, Volker and Naumann, Felix and Peters, Mathias and Rheinländer, Astrid and Sax, Matthias J. and Schelter, Sebastian and Höger, and Tzoumas, Kostas and Warneke, Daniel

The VLDB Journal, 939–964. 2014

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Energy Efficiency Embedded Service Lifecycle: Towards an Energy Efficient Cloud Computing Architecture

Karim Djemame and Django Armstrong and Richard E. Kavanagh and Ana Juan Ferrer and D. G. Perez and D. R. Antona and Jean-Christophe Deprez and Christophe Ponsard and D. Ortiz and M. Macias and Jordi Guitart and Francesc Lordan and Jorge Ejarque and Raúl Sirvent and Rosa M. Badia and M. Kammer and Odej Kao and Eleni Agiatzidou and Antonis Dimakis and Costas Courcoubetis and L. Blasi

Joint Workshop Proceedings of the 2nd International Conference on ICT for Sustainability 2014, Stockholm, Sweden, August 24-27, 2014., 1–6. 2014

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2013

Memoization of Materialization Points

Höger, Mareike and O. Kao

2013 IEEE 16th International Conference on Computational Science and Engineering, 1247–1254. 2013

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Ephemeral Materialization Points in Stratosphere Data Management on the Cloud

Mareike Höger, Odej Kao, Philipp Richter, Daniel Warneke

Advances in Parallel Computing, 163–181. 2013

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2012

Minimizing Wait Latency in Periodic P2P Hypercube Gossiping

Philipp Berndt

Proceedings of the 20th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2012). IEEE Computer Society, 341–345. 2012

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Characterizing Latency in Periodic P2P Hypercube Gossiping

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the Fourth International Conference on Communications Systems and Networks (COMSNETS 2012). IEEE, 1–8. 2012

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Architecture for Realizing Cloud-based IT Infrastructures

Berndt, Philipp and Hovestadt, Matthias and Kao, Odej

Proceedings of the 3rd Intl. Conference on Next Generation Information Technology (ICNIT). IEEE publishers, 204–210. 2012

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2011

Scalable Decentralised Data Fusion using Hypercube Gossiping

Philipp Berndt and Alexander Stanik

Proceedings of the Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2011). IEEE, 502–507. 2011

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Time Bounds for Periodic Hypercube Gossiping

Philipp Berndt and Odej Kao

Proceedings of the 1st International Workshop on Worst-Case Traversal Time (WCTT 2011). ACM, 19–26. 2011

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Crowd Buzz: Scalable Audio Communication for {MMVEs} using Latency Optimized Hypercube Gossiping

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the IEEE International Symposium on Audio-Visual Environments and Games (HAVE 2011). IEEE, 182–187. 2011

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REEL: Modeling, Simulating and Visualizing Periodic Peer-to-Peer Communication

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the 2nd International Conference on Computer Modelling and Simulation (CSSim 2011). FIT, Brno University of Technology, 19–26. 2011

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Evaluation of Network Topology Inference in Opaque Compute Clouds through End-to-End Measurements

Battré, Dominic and Frejnik, Natalia and Goel, Siddhant and Kao, Odej and Warneke, Daniel

Proceedings of the 4th IEEE International Conference on Cloud Computing. IEEE Computer Society, 17–24. 2011

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Inferring Network Topologies in {I}nfrastructure as a {S}ervice Clouds

Battré, Dominic and Frejnik, Natalia and Goel, Siddhant and Kao, Odej and Warneke, Daniel

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing. IEEE Computer Society, 604–605. 2011

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Cloud-basierte Infrastrukturen

Philipp Berndt and Matthias Hovestadt and Odej Kao and Daniel Warneke

IM Fachzeitschrift für Information Management & Consulting, 18–24. 2011

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Business Support Service Platform for Providers in Open Cloud Computing

Altmann, Jorn and Hovestadt, Matthias and Kao, Odej

Proceedings of the 7th Intl. Conference on Networked Computing (INC). IEEE publishers, 149–155. 2011

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2010

Detecting Bottlenecks in Parallel DAG-based Data Flow Programs

Battre, Dominic and Hovestadt, Matthias and Lohrmann, Björn and Stanik, Alexander and Warneke, Daniel

Many-Task Computing on Grids and Supercomputers (MTAGS), 2010 IEEE Workshop on, 1–10. 2010

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Spanning a Global Delay Model from HTTP-Measurements

Philipp Berndt and Martin Raack and Odej Kao

Proceedings of the Annual International Conference on Network Technologies & Communications (NTC 2010). Global Science and Technology Forum (GSTF), N77–N82. 2010

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