Publications

Dennis Hoppe, Yosandra Sandoval, and Michael Gienger. ATOM: A Near-Real Time Monitoring Framework for HPC and Embedded Systems. PODC, (Energy Efficient Distributed and Parallel Computing)2015. [PUMA: myown monitoring hlrs excess atom]

Dennis Hoppe. Automatic detection of edit wars in Wikipedia. February 2008. [PUMA: thesis myown hlrs information_retrieval wikipedia]

Benno Stein, Tim Gollub, and Dennis Hoppe. Beyond Precision@10: Clustering the Long Tail of Web Search Results. In Bettina Berendt, Arjen de Vries, Wenfei Fan, Craig Macdonald, Iadh Ounis, and Ian Ruthven (Eds.), 20th ACM International Conference on Information and Knowledge Management (CIKM 11), 2141-2144, ACM, October 2011. [PUMA: myown hlrs information_retrieval]

Dennis Hoppe, Yosandra Sandoval, Anthony Sulistio, Maciej Malawski, Bartosz Balis, Maciej Pawlik, Kamil Figiela, Dariusz Krol, Michal Orzechowski, Jacek Kitowski, and Marian Bubak. Bridging the Gap between HPC and Cloud using HyperFlow and PaaSage. Proceedings of the 12th International Conference on Parallel Processing and Applied Mathematics (PPAM), 2017. [PUMA: myown]

Dennis Hoppe, Michael Gienger, and Bastian Koller. Bringing eScience to the Cloud with PaaSage. Innovatives Supercomputing in Deutschland (InSiDE), (Spring Issue)2017. [PUMA: myown hlrs fp7] URL

Dennis Hoppe, Oleksandr Shcherbakov, Michael Gienger, Thomas Bönisch, and Bastian Koller. CATALYST: The Next Generation of Big Data Analytics at HLRS. Innovatives Supercomputing in Deutschland (InSiDE), (Spring Issue)2017. [PUMA: bigdata myown hlrs] URL

Tianbai Chen, Li Zhong, Naweiluo Zhou, and Dennis Hoppe. Catch Weight Prediction for Multi-Species Fishing using Artificial Neural Networks. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 1545-1552, 2021. [PUMA: bigdata myown hlrs]

Dennis Hoppe. Challenges in Patent Retrieval and Mining. In Hamish Cunningham, Oren Etzioni, Norbert Fuhr, and Benno Stein (Eds.), Proceedings of the Schloss Dagstuhl Seminar on Challenges in Document Mining, 81, Leibniz-Zentrum für Informatik, Wadern, Germany, April 2011. [PUMA: myown hlrs patents information_retrieval] URL

Dennis Hoppe. Cluster Labeling: Paradigms and Validation. Master's Thesis, June 2010. [PUMA: thesis myown hlrs data_mining]

Naweiluo Zhou, Yiannis Georgiou, Marcin Pospieszny, Li Zhong, Huan Zhou, Christoph Niethammer, Branislav Pejak, Oskar Marko, and Dennis Hoppe. Container Orchestration on HPC Systems through Kubernetes. Journal of Cloud Computing: Advances, Systems and Applications, (10)1:1-14, 2021. [PUMA: myown hlrs]

Naweiluo Zhou, Huan Zhou, and Dennis Hoppe. Containerisation for High Performance Computing Systems: Survey and Prospects. IEEE Transactions on Software Engineering, (49)4:2722-2740, April 2023. [PUMA: myown hlrs]

Yiannis Georgiou, Naweiluo Zhou, Li Zhong, Dennis Hoppe, Marcin Pospieszny, Nikela Papadopoulou, Kostis Nikas, Orestis Lagkas Nikolos, Pavlos Kranas, Sophia Karagiorgou, Eric Pascolo, Michael Mercier, and Pedro Velho. Converging HPC, Big Data and Cloud technologies for precision agriculture data analytics on supercomputers. 15th Workshop on Virtualization in High-Performance Cloud Computing (VHPC'20), Springer LNCS, 2020. [PUMA: myown hlrs]

Ville Ahlgren, Stefan Andersson, Jim Brandt, Nicholas Cardo, Sudheer Chunduri, Jeremy Enos, Parks Fields, Ann Gentile, Richard Gerber, Joe Greenseid, Annette Greiner, Bilel Hadri, Yun He, Dennis Hoppe, Urpo Kaila, Kaki Klein, KellyMark, Alex Kristiansen, Steve Leak, Mike Mason, Kevin Pedretti, Jean-Guillaume Piccinali, Jason Repik, Jim Rogers, Susanna Salminen, Mike Showerman, Cary Whitney, and Jim William. Cray System Monitoring: Successes, Requirements, and Priorities. In Proceedings of the Cray User Group 2018, Stockholm, May 2018. [PUMA: bigdata myown hlrs]

N Zhou, L Zhong, D Hoppe, B Pejak, O Marko, J Cardona, M Czerkawski, I Andonovic, C Michie, C Tachtatzis, E Alexakis, P Mavrepis, D Kyriazis, and M Pospieszny. CYBELE: A Hybrid Architecture for HPC and Big Data for AI Applications in Agriculture. In Olivier Terzo, and Jan Martinovic (Eds.), CRC Press, 2022. [PUMA: myown hlrs]

Guido Vingione, Gabriella Scarpino, Laurence Marzell, Tudor Pettengell, Ilias Gialampoukidis, Stelios Andreadis, Stefanos Vrochidis, Ioannis Kompatsiaris, Bernard Valentin, Leslie Gale, Woo-Kyun Lee, Wona Lee, Michael Gienger, Dennis Hoppe, Vasileios Sitokonstantinou, Ioannis Papoutsis, Charalampos Kontoes, Francesco Baruffi, Michele Ferri, Hoonjoo Yoon, Ari Karppinen, and Ari-Matti Harri. EOPEN: Open Interoperable Platform for Unified Access and Analysis of Earth Observation Data. Conference on Big Data from Space (BiDS'19), Munich, February 2019. [PUMA: bigdata myown hlrs] URL

Dennis Hoppe, Dmitry Khabi, Fangli Pi, Uwe Küster, Michael Gienger, and Bastian Koller. EXCESS Project Presents Energy-Aware Software Stack. Innovatives Supercomputing in Deutschland (InSiDE), (Spring Issue)2017. [PUMA: myown hlrs excess] URL

Yosandra Sandoval, Dennis Hoppe, Dmitry Khabi, Michael Gienger, Christoph Kessler, Lu Li, Usman Dastgeer, Phuong Ha, Ibrahim Umar, Vi Tran, Anders Gidenstam, Philippas Tsigas, Paul Renaud-Goud, and Ivan Walulya. EXCESS: Execution Models for Energy-Efficient Computing Systems. PODC, (Energy Efficient Distributed and Parallel Computing)2015. [PUMA: myown hlrs excess fp7]

Li Zhong, Dennis Hoppe, Naweiluo Zhou, and Oleksandr Shcherbakov. Hybrid Workflow of Simulation and Deep Learning on HPC: A Case Study for Material Behavior Determination. 2nd Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S) held in conjunction with IEEE Cluster 2021, September 2021. [PUMA: myown hlrs] URL

Ville Ahlgren, Stefan Andersson, Jim Brandt, Nicholas P. Cardo, Sudheer Chunduri, Jeremy Enos, Parks Fields, Ann Gentile, Richard Gerber, Michael Gienger, Joe Greenseid, Annette Greiner, Bilel Hadri, Yun (Helen) He, Dennis Hoppe, Urpo Kaila, Kaki Kelly, Mark Klein, Alex Kristiansen, Steve Leak, Mike Mason, Kevin Pedretti, Jean-Guillaume Piccinali, Jason Repik, Jim Rogers, Susanna Salminen, Mike Showerman, Cary Whitney, and Jim Williams. Large-Scale System Monitoring Experiences and Recommendations. Workshop on Monitoring and Analysis for High Performance Computing Systems Plus Applications (HPCMASPA '18), Belfast, September 2018. [PUMA: myown hlrs]

Maciej Malawski, Bartosz Balis, Kamil Figiela, Maciej Pawlik, Marian Bubak, Dariusz Król, Renata Słota, Michał Orzechowski, Jacek Kitowski, and Dennis Hoppe. Molecular Dynamics with HyperFlow and Scalarm on the PaaSage Platform. 5th European Conference on Service-Oriented and Cloud Computing (ESOCC), Vienna, Austria, September 2016. [PUMA: myown hlrs paasage fp7]