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Inhalt des Dokuments

Publikationen Prof. Odej Kao

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Adaptive Resource Management for Distributed Data Analytics [11]

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 Eintrag [12]

Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering [13]

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 Eintrag [14]

IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services [15]

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 Eintrag [16]

HPC4U: Providing Highly Predictable and SLA-aware Clusters for the Next Generation Grid [17]

Felix Heine and Matthias Hovestadt and Odej Kao

The 4th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32-38. 2004

Download Bibtex Eintrag [18]

A Practical Implementation of In-Band Network Telemetry in Open vSwitch [19]

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

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

Download Bibtex Eintrag [20]

Towards Ontology-Driven P2P Grid Resource Discovery [21]

Felix Heine and Matthias Hovestadt and Odej Kao

5th IEEE/ACM International Workshop on Grid Computing. IEEE Computer Society, 76-83. 2004

Download Bibtex Eintrag [22]

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution [23]

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

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

Download Bibtex Eintrag [24]

Processing complex RDF queries over P2P networks [25]

Felix Heine and Matthias Hovestadt and Odej Kao

P2PIR'05: Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks. ACM Press, 41-48. 2005

Download Bibtex Eintrag [26]

Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima [27]

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. 2018

Download Bibtex Eintrag [28]

SLA-aware Job Migration in Grid Environments [29]

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Grid Computing: New Frontiers of High Performance Computing. Elsevier, 185-201. 2005

Download Bibtex Eintrag [30]

Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems [31]

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

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE. 2018

Download Bibtex Eintrag [32]

Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems [33]

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Parallel Computing: Current and Future Issues of High End Computing. NIC-Directors, 113-120. 2005

Download Bibtex Eintrag [34]

Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima [35]

Schmidt, Florian 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. 2018

Download Bibtex Eintrag [36]

Early Experiences on Application Checkpointing for Realizing QoS Provision [37]

Felix Heine and Matthias Hovestadt and Odej Kao and and Oliver Marquardt

Proceedings of the Cracow Grid Workshop 2005

Download Bibtex Eintrag [38]

CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters [39]

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 [40]

On the Impact of Reservations from the Grid on Planning-Based Resource Management [41]

Felix Heine and Matthias Hovestadt and Odej Kao and Achim Streit

Computational Science – ICCS 2005. Springer, 155-162. 2005

Download Bibtex Eintrag [42]

PeerThing: P2P-based Semantic Resource Discovery [43]

Felix Heine and Matthias Hovestadt and Odej Kao and Kerstin Voss

The 5th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32-38. 2005

Download Bibtex Eintrag [44]

Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring [45]

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

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

Download Bibtex Eintrag [46]

Anomaly Detection and Classification using Distributed Tracing and Deep Learning [47]

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 [48]

Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures [49]

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 [50]

Anomaly Detection from System Tracing Data Using Multimodal Deep Learning [51]

S. Nedelkoski and J. Cardoso and O. Kao

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

Download Bibtex Eintrag [52]

Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs [53]

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, To appear. 2019

Download Bibtex Eintrag [54]

Case Study: Visualizing Computer System Programming Concepts for Education [55]

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 [56]

Graph-based Feature Selection Filter Utilizing Maximal Cliques [57]

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

Link zur Publikation [58] Download Bibtex Eintrag [59]

Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds [60]

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 [61]

Identity managemnt for complex Cloud infrastructures [62]

Thomas Hildmann and Matthias Hovestadt and Odej Kao

Proceedings of the 2012 Workshop on Data Engineering. Springer. 2012

Download Bibtex Eintrag [63]

Effectively Testing System Configurations of Critical IoT Analytics Pipelines [64]

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 [65]

Deploying and extending on-premise cloud storage based on ownCloud [66]

Thomas Hildmann and Odej Kao

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

Download Bibtex Eintrag [67]

Multi-Source Distributed System Data for AI-powered Analytics [68]

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, To appear. 2020

Download Bibtex Eintrag [69]

Identity Management for the TUB Cloud [70]

Hildmann, Thomas and Kao, Odej and Ritter, Christopher

Proceedings of the 19th European Information Systems Congress EUNIS 2013. RTU Press, 121-124. 2013

Download Bibtex Eintrag [71]

Rollenbasierte Identit�ts- und Autorisierungsverwaltung an der TU Berlin [72]

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings 1. DFN-Forum Kommunikationstechnologien Verteilte Systeme im Wissenschaftsbereich. GI-Verlag, 97-106. 2008

Download Bibtex Eintrag [73]

Fingerprinting Analog IoT Sensors for Secret-Free Authentication [74]

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

IoTSPT-ML 2020: 10th International Workshop on Security, Privacy, Trust, and Machine Learning for IoT. IEEE, To appear. 2020

Download Bibtex Eintrag [75]

eXtreme Role Engineering: Ein neuer Ansatz zur Rechtedefinition und -vergabe [76]

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings der GI Tagung Sicherheit 2008. GI-Verlag, 569-574. 2008

Download Bibtex Eintrag [77]

Anomaly Detection and Levels of Automation for AI-Supported System Administration [78]

Gulenko, Anton and Kao, Odej and Schmidt, Florian

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

Download Bibtex Eintrag [79]

MicroRCA: Root Cause Localization of Performance Issues in Microservices [80]

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

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

Link zur Publikation [81] Download Bibtex Eintrag [82]

Learning more expressive joint distributions in multimodal variational methods [83]

S. Nedelkoski and M. Bogojevski and O. Kao

2020 International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, To appear. 2020

Download Bibtex Eintrag [84]

Self-Supervised Log parsing [85]

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, To appear. 2020

Download Bibtex Eintrag [86]

Bitflow: An In Situ Stream Processing Framework [87]

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

International Conference on Autonomic Computing and Self-Organizing Systems, To appear. 2020

Download Bibtex Eintrag [88]

AI-Governance and Levels of Automation for AIOps-supported system administration [89]

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

The 29th International Conference on Computer Communications and Networks, To appear. 2020

Download Bibtex Eintrag [90]

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction [91]

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

15th Conference on Computer Science and Information Systems, To appear. 2020

Link zur Publikation [92] Download Bibtex Eintrag [93]

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs [94]

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

ICDM 2020: 20th IEEE International Conference on Data Mining, To appear. 2020

Download Bibtex Eintrag [95]

Sicherung von Dienstg�ten in Grid Systemen [96]

Matthias Hovestadt and Odej Kao

20. DFN-Arbeitstagung, Heilbronn 2006

Download Bibtex Eintrag [97]

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? [98]

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

Download Bibtex Eintrag [99]

MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems [100]

Li Wu, Johan Tordsson, Alexander Acker and Odej Kao

UCC 2020: 13th IEEE/ACM International Conference on Utility and Cloud Computing, To appear. 2020

Download Bibtex Eintrag [101]

SLA-aware Job Migration in Grid Environments [102]

Matthias Hovestadt and Odej Kao and Axel Keller

Proceedings of the Advanced Research Workshop on High Performance Computing: Technology and Applications (HPC) 2004

Download Bibtex Eintrag [103]

Scheduling in HPC Resource Management Systems: Queuing vs. Planning [104]

Matthias Hovestadt and Odej Kao and Axel Keller and Achim Streit

Proceedings of the 9th International Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2003), LNCS 2862. Springer, 1-20. 2003

Download Bibtex Eintrag [105]

Evaluating Adaptive Compression to Mitigate the Effects of Shared I/O in Clouds [106]

Hovestadt, Matthias and Kao, Odej and Kliem, Andreas and Warneke, Daniel

Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum. IEEE Computer Society, 1042–1051. 2011

Download Bibtex Eintrag [107]

Performance Diagnosis in Cloud Microservices using Deep Learning [108]

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

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

Link zur Publikation [109] Download Bibtex Eintrag [110]

The First Step of Introducing Risk Management for Prepossessing SLAs. [111]

Matthias Hovestadt and Odej Kao and Kerstin Voss

Proceedings of the IEEE International Conference on Services Computing (SCC 2006), 36-43. 2006

Download Bibtex Eintrag [112]

Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs [113]

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

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

Download Bibtex Eintrag [114]

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