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Publications Prof. Odej Kao

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2018

A Practical Implementation of In-Band Network Telemetry in Open vSwitch [11]

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

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

Download Bibtex entry [12]

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution [13]

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

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE, 1–6. 2018

Download Bibtex entry [14]

Adaptive Resource Management for Distributed Data Analytics [15]

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

Advances in Parallel Computing – Big Data and HPC: Ecosystem and Convergence. IOS Press, 155–170. 2018

Download Bibtex entry [16]

Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering [17]

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

Download Bibtex entry [18]

Endolith: A Blockchain-based Framework to Enhance Data Retention in Cloud Storages [19]

Renner, Thomas and Müller, Johannes and Kao, Odej

Proceedings of the 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing. Euromicro, 627–634. 2018

Download Bibtex entry [20]

IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services [21]

Schmidt, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Hennig, Vincent and Liu, Feng and Kao, Odej

2018 IEEE International Conference on Web Services (ICWS), 187–194. 2018

Download Bibtex entry [22]

Learning Efficient Co-locations for Scheduling Distributed Dataflows in Shared Clusters [23]

Thamsen, Lauritz and Verbitskiy, Ilya and Rabier, Benjamin and Kao, Odej

Services Transactions on Big Data. Services Society, 1–15. 2018

Download Bibtex entry [24]

2017

Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets [25]

Thamsen, Lauritz and Verbitskiy, Ilya and Beilharz, Jossekin and Renner, Thomas and Polze, Andreas and Kao, Odej

Proceedings of the 2017 IEEE 9th International Conference on Cloud Computing Technology and Science. IEEE, 146–153. 2017

Download Bibtex entry [26]

SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows [27]

Koch, Jannis and Thamsen, Lauritz and Schmidt, Florian and Kao, Odej

The 18th International Conference on Parallel and Distributed Computing, Applications and Technologies. IEEE, 156–163. 2017

Download Bibtex entry [28]

Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference [29]

Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, and Odej Kao

In the Proceedings of the 6th 2017 IEEE International Congress on Big Data (BigData Congress 2017). IEEE, 145–152. 2017

Download Bibtex entry [30]

Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring [31]

Thomas Renner and Lauritz Thamsen and Odej Kao

Proceedings of the 6th International Conference on Data Science, Technology and Applications - Volume 1: DATA,. SciTePress, 38–47. 2017

Download Bibtex entry [32]

Addressing Hadoop's Small File Problem With an Appendable Archive File Format [33]

Renner, Thomas and Müller, Johannes and Thamsen, Lauritz and Kao, Odej

Proceedings of the Computing Frontiers Conference. ACM, 367–372. 2017

Download Bibtex entry [34]

Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection [35]

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

Procedia Computer Science. Elsevier, 510–515. 2017

Download Bibtex entry [36]

Novel framework combining health records with medical algorithms [37]

Schmidt, Florian and Hennig, Vincent and Köhler, Sarah and Wallschläger, Marcel and Gulenko, Anton and Schmidt, Hartmut and Kao, Odej

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 480–481. 2017

Download Bibtex entry [38]

Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams [39]

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

Download Bibtex entry [40]

2016

CoLoc: Distributed Data and Container Colocation for Data-Intensive Applications [41]

Renner, Thomas and Thamsen, Lauritz and Kao, Odej

In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 3008–3015. 2016

Link to code repository Download Bibtex entry [42]

Selecting Resources for Distributed Dataflow Systems According to Runtime Targets [43]

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

In the Proceedings of the 35th IEEE International Performance Computing and Communications Conference (IPCCC). IEEE, 1–8. 2016

Download Bibtex entry [44]

Record Skipping in Parallel Data Processing Systems [45]

Mareike Höger and O. Kao

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

Download Bibtex entry [46]

MAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks [47]

Koerner, Marc and Kao, Odej

Proceedings of the 1st International Workshop on Applications of Software-Defined Networking in CLoud Computing (SDNCC). Elsevier, 1–5. 2016

Download Bibtex entry [48]

When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink [49]

Verbitskiy, Ilya and Thamsen, Lauritz and Kao, Odej

In the Proceedings of the 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom). IEEE, 698–705. 2016

Download Bibtex entry [50]

Continuously Improving the Resource Utilization of Iterative Parallel Dataflows [51]

Thamsen, Lauritz and Renner, Thomas and Kao, Odej

In the Proceedings of the IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE, 1–6. 2016

Link to code repository Download Bibtex entry [52]

The ASCETiC testbed - An Energy Efficient Cloud Computing Environment [53]

Koerner, Marc and Stanik, Alexander and Kao, Odej and Wallschaeger, Marcel and Becker, Soeren

Proceedings of the 11th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM). Springer, to appear. 2016

Download Bibtex entry [54]

A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems [55]

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

Procedia Computer Science. Elsevier, 491–496. 2016

Download Bibtex entry [56]

Aura: A Flexible Dataflow Engine for Scalable Data Processing [57]

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

Download Bibtex entry [58]

Cooperative Device Cloud: A Resource Management Framework for the Internet of Things [59]

Kliem, Andreas and Kao, Odej

Connectivity Frameworks for Smart Devices: The Internet of Things from a Distributed Computing Perspective. Springer International Publishing, 147–186. 2016

Download Bibtex entry [60]

Evaluating machine learning algorithms for anomaly detection in clouds [61]

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

Download Bibtex entry [62]

High available deployment of cloud-based virtualized network functions [63]

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

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

Download Bibtex entry [64]

Progress Estimation in Parallel Data Processing Systems [65]

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

Download Bibtex entry [66]

2015

The Internet of Things Resource Management Challenge [67]

A. Kliem and O. Kao

Internet of Things (iThings), 2015 8th IEEE International Conference on, 483–490. 2015

Download Bibtex entry [68]

Evaluation of a Cloud Federation Based on Software Defined Networking [69]

Koerner, Marc and Gaul, Constantin and Kao, Odej

Proceedings of the 40th IEEE Conference on Local Computer Networks (LCN). IEEE, 1–8. 2015

Download Bibtex entry [70]

Network-Aware Resource Management for Scalable Data Analytics Frameworks [71]

Renner, Thomas and Thamsen, Lauritz and Kao, Odej

Proceedings of the 1st First Workshop on Data-Centric Infrastructure for Big Data Science (DIBS), co-located with the 2015 IEEE International Conference on BigData. IEEE, 2793–2800. 2015

Download Bibtex entry [72]

Service-level agreement aggregation for quality of service-aware federated cloud networking [73]

Stanik, Alexander and Koerner, Marc and Kao, Odej

IET Networks Journal. Institution of Engineering and Technology. 2015

Download Bibtex entry [74]

Design and Implementation of a Cloud-Federation Agent for Software Defined Networking [75]

Gaul, Constantin and Koerner, Marc and Kao, Odej

Proceedings of 2015 IEEE International Conference on Cloud Engineering (IC2E 2015). IEEE, 323–328. 2015

Download Bibtex entry [76]

Elastic Stream Processing with Latency Guarantees [77]

Lohrmann, B. and Janacik, P. and Kao, O.

The 35th International Conference on Distributed Computing Systems (ICDCS 2015) 2015

Link to original publication [78] Download Bibtex entry [79]

Implicit Parallelism Through Deep Language Embedding [80]

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

Download Bibtex entry [81]

2014

Applying QoS in Software Defined Networks by Using WS-Agreement [82]

Koerner, Marc and Stanik, Alexander and Kao, Odej

Cloud Computing Technology and Science (CloudCom), Proceedings of the 2014 IEEE 6th International Conference on. IEEE Computer Society, 893–898. 2014

Download Bibtex entry [83]

Autonomous Agreement-Mediation based on WS-Agreement for improving Cloud SLAs [84]

Stanik, Alexander and Sander, Fridtjof and Kao, Odej

Cloud Computing Technology and Science (CloudCom), Proceedings of the 2014 IEEE 6th International Conference on. IEEE Computer Society, 583–590. 2014

Download Bibtex entry [85]

Portable SDN Applications on the PaaS Layer [86]

Renner, Thomas and Stanik, Alexander and Koerner, Marc and Kao, Odej

Utility and Cloud Computing (UCC), Proceedings of the 2014 IEEE/ACM 7th International Conference on. IEEE Computer Society, 497–498. 2014

Download Bibtex entry [87]

The Device Cloud - Applying Cloud Computing Concepts to the Internet of Things [88]

Renner, T. and Kliem, A. and Kao, O.

Ubiquitous Intelligence and Computing, 2014 IEEE 11th International Conference on. IEEE Computer Society, 396–401. 2014

Download Bibtex entry [89]

Replicated Convergent Data Containers [90]

Herb, T. and Kao, O.

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

Download Bibtex entry [91]

MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions [92]

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

Download Bibtex entry [93]

Oftables: A distributed packet filter [94]

Koerner, Marc and Kao, Odej

Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on, 1–4. 2014

Download Bibtex entry [95]

Deploying and extending on-premise cloud storage based on ownCloud [96]

Thomas Hildmann and Odej Kao

Proceedings of DCPerf 2014, The 4th international workshop on Data Center Performance. IEEE Publishers. 2014

Download Bibtex entry [97]

Energy Efficiency Embedded Service Lifecycle: Towards an Energy Efficient Cloud Computing Architecture [98]

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

Download Bibtex entry [99]

Evaluating SDN Based Rack-to-Rack Multi-path Switching for Data-Center Networks [100]

Koerner, Marc and Kao, Odej

Procedia Computer Science. Elsevier, 118–125. 2014

Download Bibtex entry [101]

The Stratosphere platform for big data analytics [102]

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

Download Bibtex entry [103]

2013

Failover Pattern with a Self-Healing Mechanism for High Availability Cloud Solutions [104]

Stanik, Alexander and Höger, Mareike and Kao, Odej

Cloud Computing and Big Data (CLOUDCOM-ASIA), Proceedings of the 2013 International Conference on, 23–29. 2013

Download Bibtex entry [105]

Memoization of Materialization Points [106]

Höger, Mareike and O. Kao

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

Download Bibtex entry [107]

CoSeMed - cooperative and secure medical device cloud [108]

Kliem, A. and Kao, O.

e-Health Networking, Applications Services (Healthcom), 2013 IEEE 15th International Conference on, 260–264. 2013

Download Bibtex entry [109]

Optimizing OpenFlow Load-Balancing with L2 Direct Server Return [110]

Koerner, Marc and Kao, Odej

Fourth International Conference on Network of the Future (NoF'13), 1–5. 2013

Download Bibtex entry [111]

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