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Anomaly Detection and Classification using Distributed Tracing and Deep Learning [13]

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 [14]

Anomaly Detection from System Tracing Data Using Multimodal Deep Learning [15]

S. Nedelkoski and J. Cardoso and O. Kao

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

Download Bibtex Eintrag [16]

Learning more expressive joint distributions in multimodal variational methods [17]

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 [18]

Self-Supervised Log parsing [19]

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 [20]

Z

Extending WS-Agreement for dynamic negotiation of Service Level Agreements (Technical Report TR-0172, CoreGRID) [21]

Wolfgang Ziegler and Philipp Wieder and Dominic Battré

2008

Download Bibtex Eintrag [22]

Fa* ir: A fair top-k ranking algorithm [23]

Zehlike, Meike and Bonchi, Francesco and Castillo, Carlos and Hajian, Sara and Megahed, Mohamed and Baeza-Yates, Ricardo

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 1569–1578. 2017

Download Bibtex Eintrag [24]

W

MicroRCA: Root Cause Localization of Performance Issues in Microservices [25]

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 [26] Download Bibtex Eintrag [27]

Decentralized Federated Learning Preserves Model and Data Privacy [28]

Thorsten Wittkopp and Alexander Acker

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

Download Bibtex Eintrag [29]

Unsupervised Anomaly Alerting for IoT-Gateway Monitoring using Adaptive Thresholds and Half-Space Trees [30]

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 [31]

Search for Similar Scenes in Newsfeeds based on Image Warping Techniques [32]

C. Werner and Odej Kao and Ingo la Tendresse and M. Zibull

Proceedings of the International Conference on Imaging Science, Systems, and Technology, 542-548. 2003

Download Bibtex Eintrag [33]

Massively Parallel Data Processing on Infrastructure as a Service Platforms [34]

Daniel Warneke

2011 Technische Universität Berlin

Download Bibtex Eintrag [35]

Load Balancing in P2P Networks: Using Statistics to Fight Data and Execution Skew [36]

Daniel Warneke and Christian Dannewitz

Journal of Advances in Information Technology (JAIT) - Special Issue on Advances in P2P Technology. Academy Publisher, 40–49. 2011

Link zur Publikation [37] Download Bibtex Eintrag [38]

Statistics-based ID Management for Load Balancing in Structured P2P Networks [39]

Daniel Warneke and Christian Dannewitz

Proceedings of the 34rd IEEE Conference on Local Computer Networks (LCN 2009). IEEE Computer Society, 273–276. 2009

Download Bibtex Eintrag [40]

Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud [41]

Daniel Warneke and Odej Kao

Parallel and Distributed Systems, IEEE Transactions on. IEEE Press, 985-997. 2011

Link zur Publikation [42] Download Bibtex Eintrag [43]

Nephele: Efficient Parallel Data Processing in the Cloud [44]

Daniel Warneke and Odej Kao

MTAGS '09: Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers. ACM, 1–10. 2009

Download Bibtex Eintrag [45]

Exchangeable, Application-Independent Load Balancing for P2P Simulation Frameworks [46]

Daniel Warneke and Ulf Rerrer-Brusch

OMNeT++ 2009: Proceedings of the 2nd International Workshop on OMNeT++ (hosted by SIMUTools 2009). ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering). 2009

Download Bibtex Eintrag [47]

Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection [48]

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

Procedia Computer Science. Elsevier, 510–515. 2017

Link zur Publikation [49] Download Bibtex Eintrag [50]

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution [51]

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 [52]

Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring [53]

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

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

Download Bibtex Eintrag [54]

V

CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters [55]

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 [56]

When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink [57]

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 Eintrag [58]

Mobile cooperative WLANs – MAC and transceiver design, prototyping, and field measurements [59]

Stefan Valentin and Hermann S. Lichte and Daniel Warneke and Thorsten Biermann and Rafael Funke and Holger Karl

Proceedings of the IEEE Vehicular Technology Conference (VTC-Fall). IEEE, 1-5. 2008

Download Bibtex Eintrag [60]

T

Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets [61]

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 Eintrag [62]

Learning Efficient Co-locations for Scheduling Distributed Dataflows in Shared Clusters [63]

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

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

Download Bibtex Eintrag [64]

Adaptive Resource Management for Distributed Data Analytics [65]

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 [66]

Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs [67]

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 [68]

Orca: A Single-Language Web Framework for Collaborative Development [69]

Thamsen, Lauritz and Gulenko, Anton and Perscheid, Michael and Krahn, Robert and Hirschfeld, Robert and Thomas, David A.

Proceedings of the 2012 10th International Conference on Creating, Connecting and Collaborating Through Computing. IEEE Computer Society, 45–52. 2012

Link zur Publikation [70] Download Bibtex Eintrag [71]

Preserving Access to Previous System States in the Lively Kernel [72]

Thamsen, Lauritz and Steinert, Bastian and Hirschfeld, Robert

Design Thinking Research. Springer, 235-264. 2015

Link zur Publikation [73] Download Bibtex Eintrag [74]

Continuously Improving the Resource Utilization of Iterative Parallel Dataflows [75]

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 zur Publikation [76] Link to code repository Download Bibtex Eintrag [77]

Visually Programming Dataflows for Distributed Data Analytics [78]

Thamsen, Lauritz and Renner, Thomas and Byfeld, Marvin and Paeschke, Markus and Schröder, Daniel and Böhm, Felix

In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 2276-2285. 2016

Link to code repository Download Bibtex Eintrag [79]

Selecting Resources for Distributed Dataflow Systems According to Runtime Targets [80]

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 Eintrag [81]

The Effects of Partial Restarts in Evolutionary Search [82]

Ingo la Tendresse and Jens Gottlieb and Odej Kao

Proceedings of the 5th International Conference on Artificial Evolution 2001, Also published as selected paper in LNCS 2310: Artificial Evolution 2001, 117-127. 2002

Download Bibtex Eintrag [83]

Mosaic-based Sketching Interface for Image Databases [84]

Ingo la Tendresse and Odej Kao

Journal of Visual Languages and Computing. Elsevier, 275�293. 2004

Download Bibtex Eintrag [85]

S

Decision Tree Visualization for High-dimensional Numerical Data [86]

Szücs, Dora and Schmidt, Florian

2018 IEEE International Conference on Social Networks Analysis, Management and Security (SNAMS) 2018

Download Bibtex Eintrag [87]

Design and Implementation of the OFELIA FP7 Facility: The European OpenFlow Testbed [88]

Sune, Marc and Bergesio, Leonardo and Woesner, Hagen and Rothe, Tom and Koepsel, Andreas and Colle, Didier and Puype, Bart and Simeonidou, Dimitra and Nejabati, Reza and Channegowda, Mayur and Kind, Mario and Dietz, Thomas and Autenrieth, Achim and Kotronis, Vasileios and Salvadori, Elio and Salsano, Stefano and Koerner, Marc and Sharma, Sachin

Computer Networks (COMNET). Elsevier, to appear. 2013

Download Bibtex Eintrag [89]

PKI based Access Control with Attribute Certificates for Data held on Smartcards [90]

Lutz Suhrbier and Thomas Hildmann

Proceedings HPOVUA 2002 2002

Link zur Publikation [91] Download Bibtex Eintrag [92]

Object Versioning to Support Recovery Needs: Using Proxies to Preserve Previous Development States in Lively [93]

Steinert, Bastian and Thamsen, Lauritz and Felgentreff, Tim and Hirschfeld, Robert

Proceedings of the 10th ACM Symposium on Dynamic Languages. ACM, 113–124. 2014

Link zur Publikation [94] Download Bibtex Eintrag [95]

Strategies for Data Replication and Data Recovery in Distributed Image Databases [96]

Stephan Stapel and Odej Kao

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 970-976. 2002

Download Bibtex Eintrag [97]

Architekturelle Ans�tze f�r die clusterbasierte Bilddatenbank Cairo [98]

Stephan Stapel and Odej Kao

Technical Report IFI 03/01, TU Clausthal 2001

Download Bibtex Eintrag [99]

Service-level agreement aggregation for quality of service-aware federated cloud networking [100]

Stanik, Alexander and Koerner, Marc and Kao, Odej

IET Networks Journal. Institution of Engineering and Technology. 2015

Link zur Publikation [101] Download Bibtex Eintrag [102]

MO-BIZZ: Ecosystem for Mobile Cloud Services [103]

Stanik, Alexander and Cecowski, Mariano and Tektonidis, Dimitrios and Cleary, Frances and Bhatt, Carlos and Balasas, Antonis

Utility and Cloud Computing (UCC), 2014 IEEE/ACM 7th International Conference on. Web Publication at IEEE Computer Society. 2014

Link to code repository Download Bibtex Eintrag [104]

Autonomous Agreement-Mediation based on WS-Agreement for improving Cloud SLAs [105]

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 Eintrag [106]

Service Level Agreement Mediation, Negotiation and Evaluation for Cloud Services in Intercloud Environments [107]

Alexander Stanik

2016 Technische Universität Berlin

Download Bibtex Eintrag [108]

SLA-driven Federated Cloud Networking: Quality of Service for Cloud-based Software Defined Networks [109]

Stanik, Alexander and Koerner, Marc and Lymberopoulos, Leonidas

Procedia Computer Science. Elsevier, 655-660. 2014

Link zur Publikation [110] Download Bibtex Eintrag [111]

MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions [112]

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 Eintrag [113]

Local Authentication and Authorization System for Immediate Setup of Cloud Environments [114]

Stanik, Alexander and Bittner, Patrick and Byfield, Marvin and Sander, Fridtjof and Schöder, Daniel

Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on. IEEE} doi = {10.1109/ICACCI.2013.6637429, 1651-1656. 2013

Download Bibtex Eintrag [115]

Failover Pattern with a Self-Healing Mechanism for High Availability Cloud Solutions [116]

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 Eintrag [117]

Hardware as a Service (HaaS): Physical and Virtual Hardware on demand [118]

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on. IEEE publishers, 149-154. 2012

Download Bibtex Eintrag [119]

Hardware as a Service (HaaS): The Completion of the Cloud Stack [120]

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Proceedings of the 3rd Intl. Conference on Next Generation Information Technology (ICNIT). IEEE publishers, 830-836. 2012

Download Bibtex Eintrag [121]

Graph-based Feature Selection Filter Utilizing Maximal Cliques [122]

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 [123] Download Bibtex Eintrag [124]

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