Veröffentlichungen Prof. Dr. Felix Heine
2022
Robin Buchta, Felix Heine, Carsten Kleiner. Challenges and Peculiarities of Attack Detection in Virtual Power Plants: Towards an Advanced Persistent Threat Detection System. IEEE 29th Annual Software Technology Conference (STC), 2022, pp. 69-81. Link
2021
Felix Heine, Carsten Kleiner, Philip Klostermeyer, Volker Ahlers, Tim Laue, Nils Wellermann. Detecting Attacks in Network Traffic Using Normality Models: The Cellwise Estimator. In: Aïmeur, E., Laurent, M., Yaich, R., Dupont, B., Garcia-Alfaro, J. (eds) Foundations and Practice of Security. FPS 2021. Lecture Notes in Computer Science, vol 13291. Springer, Cham. Link
Volker Ahlers, Tim Laue, Nils Wellermann, Felix Heine. Visualization of Data Cubes for Anomaly Detection in Network Traffic Data Streams. in: Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2021). September 22–25, 2021, Cracow, Poland, IEEE, S. 272–277. Link
2020
Felix Heine, Tim Laue, Carsten Kleiner. On the Evaluation and Deployment of Machine Learning Approaches for Intrusion Detection. Proceedings of the 2020 IEEE International Conference on Big Data, Special Session on Intelligent Data Mining, pages 4594-4603. Link
Felix Heine, Carsten Kleiner, Thomas Oelsner. A DSL for Automated Data Quality Monitoring. In: Hartmann S., Küng J., Kotsis G., Tjoa A.M., Khalil I., editors, Database and Expert Systems Applications. DEXA 2020. Lecture Notes in Computer Science, vol 12391. Springer, Cham., Link
Felix Heine, Carsten Kleiner, Thomas Oelsner. Standard and Advanced Automated Data Quality Monitoring. In: Christian Wartena, Ralf Bruns (Hrsg.) Smart Data Analytics: Schriften des Forschungsclusters Smart Data Analytics. Hannover: Hochschule Hannover, 2020, Link
2019
Leonard Renners, Felix Heine, Carsten Kleiner, and Gabi Dreo Rodosek. Concept and Practical Evaluation for Adaptive and Intelligible Prioritization for Network Security Incidents. Int. J. Cyber Situational Aware., 4(1):99–127, 2019. Link
Felix Heine, Carsten Kleiner, and Thomas Oelsner. Automated Detection and Monitoring of Advanced Data Quality Rules. In Sven Hartmann, Josef Küng, Sharma Chakravarthy, Gabriele Anderst-Kotsis, A Min Tjoa, and Ismail Khalil, editors, Database and Expert Systems Applications, pages 238–247, Cham, 2019. Springer International Publishing. Link
Leonard Renners, Felix Heine, Carsten Kleiner, and Gabi Dreo Rodosek. Design and Evaluation of an Approach for Feedback-Based Adaptation of Incident Prioritization. In 2019 2nd International Conference on Data Intelligence and Security (ICDIS), pages 28–35, June 2019. Link
Leonard Renners, Felix Heine, Carsten Kleiner, and Gabi Dreo Rodosek. Adaptive and Intelligible Prioritization for Network Security Incidents. In Cyber Science 2019 Cyber Situaltional Awareness for Predictive Insight and Deep Learning, University of Oxford, June 3-4, 2019. C-MRiC.ORG, June 2019. Link
Irina Astrova, Arne Koschel, Felix Heine, and Ahto Kalja. Moving Hadoop to the Cloud for Big Data Analytics. In Audrone Lupeikiene, Olegas Vasilecas, and Gintautas Dzemyda, editors, Databases and Information Systems X - Selected Papers from the Thirteenth International Baltic Conference, DB&IS 2018, Trakai, Lithuania, July 1-4, 2018, volume 315 of Frontiers in Artificial Intelligence and Applications, pages 195–209. IOS Press, 2019. Link
2018
Arne Koschel, Felix Heine, Irina Astrova, Igor Astrov, A Private Cloud for Data Mining Education 2018 Sixth International Conference on Enterprise Systems (ES) Link
Astrova, I., Koschel, A., Heine, F., Kalja, A. (2018), Scalable Hadoop-based infrastructure for Big Data analytics., in: Lupeikiene, A., Vasilecas, O., Dzemyda, G. (Hrsg.), Proc. 13th International Baltic Conference - Databases and Information Systems, DB&IS 2018, Springer: Trakai, Lithuania, S. 233-242. Link
Grunewald, A., Heine, F., Horst, D., Koschel, A., Schöner, D., Thiemann, A. (2018), Beispiel der eduDScloud – Lehre von SOA & Microservices in der Private Cloud, in: JavaSPEKTRUM, Nr. 3, S. 14-19.
L. Renners, F. Heine, C. Kleiner and G. D. Rodosek: “A Feedback-based Evaluation Approach for the Continuous Adjustment of Incident Prioritization”.
In: 1st IEEE International Conference on Data Intelligence and Security (ICDIS), 2018. Link
Schöner, D, Koschel, A., Heine, F.: “Teaching Microservices in the Private Cloud by Example of the eduDScloud”. In: SERVICE COMPUTATION 2018: The Tenth International Conference on Advanced Service Computing, IARIA, 2018, Link
2017
Heine, F. and Rohde, M.: “PopUp-Cubing: An Algorithm to Efficiently Use Iceberg Cubes in Data Streams”. In Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT '17). ACM, 2017 Link
Heine F.
Outlier Detection in Data Streams Using OLAP Cubes
In: Kirikova M. et al. (eds) New Trends in Databases and Information Systems. ADBIS 2017. Communications in Computer and Information Science, vol 767. Springer, Cham, Link
Renners L., Heine F., Dreo Rodosek, G.
Modeling and Learning Incident Prioritization.
In Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Bucharest, September 20th till September 23rd 2017. IEEE, Institute of Electrical and Electronics Engineers, Link
Bott O.J., Heine F., Kleiner C.
Automatisierte Bewertung in der Ausbildung relationaler Datenbankabfragesprachen am Beispiel SQL
In: Bott, O. J., Fricke, P., Priss, U., Striewe, M. (Hrsg.), Automatisierte Bewertung in der Programmierausbildung (http://www.waxmann.com/buch3606), Waxmann: Münster, S. 57-72, Link
Heine F., Kleiner C.
Der Grader aSQLg
In: Bott, O. J., Fricke, P., Priss, U., Striewe, M. (Hrsg.), Automatisierte Bewertung in der Programmierausbildung (http://www.waxmann.com/buch3606), Waxmann: Münster, S. 191-205, Link
2016
Koschel A., Heine F., Astrova I., Korte F., Rossow T., Stipkovic S. Efficiency Experiments on Hadoop and Giraph with PageRank (Short Paper) 24th Euromicro International Conference of Parallel, Distributed, and Network-Based Processing, Crete, 2016 Link
2015
Peter Fricke P., Garmann R., Heine F., Kleiner C., Reiser P., De Vere Peratoner I., Grzanna S., Wübbelt P., Bott O. J.
Grading mit Grappa - Ein Werkstattbericht.
2. Workshop "Automatische Bewertung von Programmieraufgaben" (ABP'2015), Wolfenbüttel 2015 Link
Garmann R., Heine F., Werner P.
Grappa - die Spinne im Netz der Autobewerter und Lernmanagementsysteme.
DeLFI 2015 - Die 13. e-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V. (GI), München, 1.-4. September 2015. Link
Kleiner C., Heine F., Fischer B.
Extending SQL Auto-Grading to DML and DDL Statements (Abstract Only).
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, Kansas City, MO, USA, March 4-7, 2015 Link
Detken K.-O., Heine F., Rix T., Renners L.
Event-Korrelation in SIEM-Systemen auf Basis von IF-MAP.
In Schartner P, Lemke-Rust K, Ullmann M, editors, D.A.CH Security 2015: Bestandsaufnahme, Konzepte, Anwendungen und Perspektiven. syssec-Verlag, Bonn, September 8th and September 9th 2015. Link
Ahlers V., Heine F., Hellmann B., Kleiner C., Renners L., Rossow T., Steuerwald R.
Integrated Visualization of Network Security Metadata from Heterogeneous Data Sources
The Second International Workshop on Graphical Models for Security, Verona, Italy - July 13, 2015 Link
2014
Stöcker A., Becker S., Werner P., Grzanna S., Bott O. J., Heine F., Kleiner C., Garmann R.
Die Evaluation generischer Einbettung automatisierter Programmbewertung in Moodle - Automatisierte Prüfungsverfahren in der Datenbank-Lehre an der Hochschule Hannover
In: 12. e-Learning Fachtagung Informatik (DeLFI 2014), Freiburg; 09/2014
Ahlers V., Heine F., Hellmann B., Kleiner C., Renners L., Rossow T., Steuerwald R. Replicable security monitoring: Visualizing time-variant graphs of network metadata. In: Burton J, Stapleton G, Klein K (eds.) Joint Proceedings of the Fourth International Workshop on Euler Diagrams and the First International Workshop on Graph Visualization in Practice co-located with Diagrams 2014. CEUR Workshop Proceedings 1244: 32-41.
Heine F., Kleiner C., Koschel A., Westermayer J.
The Data Checking Engine: Complex Rules for Data Quality Monitoring
In: International Journal on Advances in Software, vol 7 no 1 & 2, year 2014
2013
Heine F., Kleiner C., Koschel A., Westermayer J. The Data Checking Engine: Monitoring Data Quality In: DATA ANALYTICS 2013, The Second International Conference on Data Analytics, At Porto, Portugal, 2013
Kleiner C., Tebbe C., Heine F. Automated grading and tutoring of SQL statements to improve student learning In: Proceedings of the 13th Koli Calling International Conference on Computing Education Research, 2013
Becker S., Stöcker A., Bräckelmann D., Garmann R., Grzanna S., Heine F., Kleiner C., Werner P., Bott O. J. Prototypische Integration automatisierter Programmbewertung in das LMS Moodle In: Automatische Bewertung von Programmieraufgaben (ABP 2013), At Hannover, 2013
Stöcker A., Becker S., Garmann R., Heine F., Kleiner C., Bott O. J. Evaluation automatisierter Programmbewertung bei der Vermittlung der Sprachen Java und SQL mit den Gradern "aSQLg" und "Graja" aus studentischer Perspektive.
In: DeLFI 2013. Die 11. E-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V. (GI), Bremen, 8.-11. September 2013
2008
Gudenkauf S., Hasselbring W., Heine F., Höing A., Kao O., Scherp G. A Software Architecture for Grid Utilisation in Business Workflows In: Multikonferenz Wirtschaftsinformatik (MKWI 2008), 2008
Battré D., Heine F., Höing A., Kao O. BabelPeers: P2P based Semantic Grid Resource Discovery In: Lucio Grandinetti (Ed.), High Performance Computing and Grids in Action, IOS Press, 2008
2007
Battré D., Cortese G., Heine F., Höing A. Accessing XML Documents using Semantic Meta Data in a P2P Environment In: Siegfried Handschuh, Andreas Abecker, Tudor Groza (Ed.), The 20th International FLAIRS Conference, Special Track on Artificial Intelligence and Social Semantic Collaboration (SEMSOC 2007), 2007
Gudenkauf S., Hasselbring W., Heine F., Höing A., Kao O., Scherp G. BIS-Grid: Business Workflows for the Grid In: The 7th Cracow Grid Workshop, Academic Computer Center CYFRONET AGH, 2007
2006
Battré D., Heine F., Höing A., Kao O. On Triple Dissemination, Forward-Chaining, and Load Balancing in DHT based RDF stores In: Sonia Bergamaschi, Sam Joseph, Jean-Henry Morin, Gianluca Moro (Ed.), Fourth International Workshop on Databases, Information Systems and Peer-to-Peer Computing (DBISP2P) in scope of 32st International Conference on Very Large Data Bases, Springer, 2006
Battré D., Heine F., Höing A., Kao O. Load-balancing in P2P based RDF stores
In: Holger Wache, Heiner Stuckenschmidt, Bijan Parsia, Yuanbo Guo, Tim Finin, Dave Beckett (Ed.), Second International Workshop on Scalable Semantic Web Knowledge Base Systems (SSWS 2006) in scope of the International Semantic Web Conference, pp. 21-34, 2006
Battré D., Heine F, Kao O. Top k RDF Query Evaluation in Structured P2P Networks In: Wolfgang E. Nagel, Wolfgang V.Walter, Wolfgang Lehner (Ed.), Euro-Par 2006 Parallel Processing: 12th International Euro-Par Conference, Springer, pp. 995-1004, 2006
Burchard L.-O., Heine F., Heiss H.-U., Hovestadt M., Kao O., Keller A., Linnert B., Schneider J.´The Virtual Resource Manager: Local Autonomy versus QoS Guarantees for Grid Applications In: Vladimir Getov, Domenico Laforenza, Alexander Reinefeld (Ed.), Future Generation Grids, Springer, pp. 83-98, 2006
Heine F. Emergent Schema Management for P2P-based Applications
In: Roberto Baldoni, Giovanni Cortese, Fabrizio Davide, Angelo Melpignano (Ed.), Global Data Management, IOS Press, pp. 224-248, 2006
Heine F. Scalable P2P based RDF Querying In: Xiaohua Jia (Ed.), First International Conference on Scalable Information Systems (INFOSCALE06), ACM Press, 2006
Heine F. P2P based RDF Querying and Reasoning for Grid Resource Description and Matching Dissertation, Paderborn, 2006
2005
Burchard L.-O., Heine F., Hovestadt M., Kao O., Keller A., Linnert B. A Quality-of-Service Architecture for Future Grid Computing Applications In: 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 2, IEEE Computer Society, pp. 132, 2005
Heine F, Hovestadt M., Kao O. Processing complex RDF queries over P2P networks In: Henrik Nottelmann, Karl Aberer, Jamie Callan, Wolfgang Nejdl (Ed.), P2PIR'05: Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks, ACM Press, pp. 41-48, 2005
Heine F, Hovestadt M., Kao O., Keller A. Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems In: Gerhard R. Joubert, Wolfgang E. Nagel, Frans J. Peters, Oscar Plata, Francisco Tirado, Emilio L. Zapata (Ed.), Parallel Computing: Current and Future Issues of High End Computing, NIC-Directors, pp. 113-120, 2005
Heine F., Hovestadt M., Kao O., Marquardt O. Early Experiences on Application Checkpointing for Realizing QoS Provision In: Proceedings of the Cracow Grid Workshop, 2005
Heine F., Hovestadt M., Kao O., Streit A. On the Impact of Reservations from the Grid on Planning-Based Resource Management In: Vaidy S. Sunderam, Geert Dick van Albada, Peter M.A. Sloot, Jack J. Dongarra (Ed.), Computational Science – ICCS 2005, Springer, pp. 155-162, 2005
Heine F., Hovestadt M., Kao O., Voss K. PeerThing: P2P-based Semantic Resource Discovery In: Marian Bubak, Michał Turała, Kazimierz Wiatr (Ed.), The 5th Cracow Grid Workshop, Academic Computer Center CYFRONET AGH, pp. 32-38, 2005
Heine F., Hovestadt M., Kao O., Keller A. SLA-aware Job Migration in Grid Environments In: Lucio Grandinetti (Ed.), Grid Computing: New Frontiers of High Performance Computing, Elsevier, pp. 185-201, 2005
2004
Heine F., Hovestadt M., Kao O. HPC4U: Providing Highly Predictable and SLA-aware Clusters for the Next Generation Grid In: Marian Bubak, Michał Turała, Kazimierz Wiatr (Ed.), The 4th Cracow Grid Workshop, Academic Computer Center CYFRONET AGH, pp. 32-38, 2004
Heine F., Hovestadt M., Kao O. Towards Ontology-Driven P2P Grid Resource Discovery In: Rajkumar Buyya, Mark Baker (Ed.), 5th IEEE/ACM International Workshop on Grid Computing, IEEE Computer Society, pp. 76-83, 2004
2000
Heine F., Slowik A. Volume Driven Data Distribution for NUMA-Machines
In: Arndt Bode, Thomas Ludwig, Wolfgang Karl, Roland Wismüller (Ed.), The 6th International Euro-Par Conference on Parallel Processing, Springer, pp. 415-424, 2000
1999
Heine F. Optimierung der Datenverteilung für SCI-gekoppelte Workstation-Cluster Diploma thesis, Paderborn, 1999