Investigating Domain Bias in NILM

Breyer, Justus; Jauhari, Sparsh; Glebke, René; Alizai, Muhammad Hamad; Stroot, Markus; Wehrle, Klaus; Heins, Tobias; Glebke, René; Stoffers, Mirko; Gurumurthy, Sriram; Heesemann, Jan; Josevski, Martina; Monti, Antonello; Wehrle, Klaus; Glebke, René; Scheiper, Jan; Lenz, Stefan; Stoffers, Mirko; Wehrle, Klaus; Kunze, Ike; Niemietz, Philipp; Tirpitz, Liam; Glebke, René; Trauth, Daniel; Bergs, Thomas; Wehrle, Klaus; Glebke, René; Trossen, Dirk; Kunze, Ike; Lou, David; Rüth, Jan; Stoffers, Mirko; Wehrle, Klaus; Kunze, Ike; Glebke, René; Scheiper, Jan; Bodenbenner, Matthias; Schmitt, Robert H.; Wehrle, Klaus; Kirchhof, Jörg Christian; Serror, Martin; Glebke, René; Wehrle, Klaus; Serror, Martin; Wagner, Eric; Glebke, René; Wehrle, Klaus; Mann, Samuel; Glebke, René; Kunze, Ike; Scheurenberg, Dominik; Sharma, Rahul; Reisgen, Uwe; Wehrle, Klaus; Abel, Dirk; Glebke, René; Krude, Johannes; Kunze, Ike; Rüth, Jan; Senger, Felix; Wehrle, Klaus; Pennekamp, Jan; Glebke, René; Henze, Martin; Meisen, Tobias; Quix, Christoph; Hai, Rihan; Gleim, Lars; Niemietz, Philipp; Rudack, Maximilian; Knape, Simon; Epple, Alexander; Trauth, Daniel; Vroomen, Uwe; Bergs, Thomas; Brecher, Christian; Bührig-Polaczek, Andreas; Jarke, Matthias; Wehrle, Klaus; Henze, Martin; Glebke, René; Wehrle, Klaus; Gallenmüller, Sebastian; Glebke, René; Günther, Stephan; Hauser, Eric; Leclaire, Maurice; Reif, Stefan; Rüth, Jan; Schmidt, Andreas; Carle, Georg; Herfet, Thorsten; Schröder-Preikschat, Wolfgang; Wehrle, Klaus; Glebke, René; Henze, Martin; Wehrle, Klaus; Niemietz, Philipp; Trauth, Daniel; Mattfeld, Patrick; Bergs, Thomas; Rüth, Jan; Glebke, René; Wehrle, Klaus; Causevic, Vedad; Hirche, Sandra; Rüth, Jan; Glebke, René; Ulmen, Tanja; Wehrle, Klaus; Schemmel, Daniel; Glebke, René; Stoffers, Mirko; Wehrle, Klaus; Schmidt, Florian; Hohlfeld, Oliver; Glebke, René; Wehrle, Klaus; Weingaertner, Elias; Glebke, René; Hocks, Alexander; Weingaertner, Elias; Glebke, René; Lang, Martin; Wehrle, Klaus

doi:10.1145/3671127.3699532

René Glebke, M.Sc.

Cyber-Physical Systems Group
Chair of Communication and Distributed Systems (Computer Science 4)
RWTH Aachen University
Ahornstr. 55
52074 Aachen, Germany

E-Mail: rene.glebke[[at]]comsys.rwth-aachen.de (languages: German, English; pronouns: he/him/his)
Phone: +49 241 80-21424
Fax: +49 241 80-22222

Office: Building E3, Room 9002 (2nd door left from staircase)
Office hours (Mon-Fri 10:00-18:00): Prior appointments only; please send me an email. Thesis students currently advised by me can of course come by any time the door is open!

Research Interests

After graduating as a M.Sc. from RWTH Aachen University, I joined COMSYS' research group on Cyber-Physical Systems (CPS) in March/April 2016. My main research interests are in the fields of accelerated and highly-reliable data communication for industrial control and critical infrastructure, assosciated algorithms, and low-level packet processing. In the past, I have also worked on crowd sensing for critical infrastructure and in-Kernel packet processing.

I am currently affiliated with the following projects:

I have formerly also been affiliated with the following projects:

KoI - Koordinierte Industriekommunikation

During my bachelor studies at COMSYS, I developed the VODSim BitTorrent simulation framework for ns-3. This project is currently on hold, but I still offer occasional support.

Teaching Activities

Theses

Currently available theses within our group can be found on a special RWTH-only page: Available Theses. Any open theses supervised by me can be found there. Thus, should you be interested in writing a thesis with me, please have a look at that page first. If you do not find any thesis topic there, you can also directly conact me per email; please see the link above for what would be nice of you to include in the mail.

A Few Notes to "External" Thesis Applicants

Please note that external theses (i.e., theses that are to be carried out in cooperation with an industrial partner) are subject to a rigorous selection process involving both me as a staff member, the CPS group and Professor Wehrle. We have collected information for such theses under the "First Examiner" section(s) on a spefic page.

(Past) Teaching Activities

I am/have been involved in the following courses at RWTH Aachen University:

SS 2023: Seminar on Advanced Internet Technology (1 advised topic; B/M course)
WS 2022/2023: Practical Internet eXperience (PIX) Lab (1 of 2 organizers; B course)
SS 2022: Seminar on Advanced Internet Technology (1 advised topic; B/M course)
SS 2022: Seminar on Advanced Internet Technology (2 advised topics; B/M course)
SS 2022: Presemniar on Lasting Research in Networks (2 advised topics; B course)
WS 2021/22: Seminar on Advanced Internet Technology (2 advised topics; B/M course)
SS 2021: Seminar on Advanced Internet Technology (2 advised topics; B/M course)
SS 2021: Preseminar on Lasting Research in Networks (2 advised topics; B course)
WS 2020/2021: Seminar on Advanced Internet Technology (1 advised topic; B/M course)
SS 2020: Seminar on Advanced Internet Technology (2 advised topics; B/M course)
SS 2020: Preseminar Lasting Research in Networks (2 advised topics; B course)
WS 2019/2020: Research Focus Class on In-Network Processing (1 of 3 organizers; M course)
WS 2019/2020: Seminar on Advanced and Mobile Internet Technology (2 advised topics; B/M course)
WS 2019/2020: Preseminar on Networks and Internet (B course)
SS 2019: Seminar on Advanced and Mobile Internet Technology (1 advised topic; B/M course)
SS 2019: Preseminar on Networks and Internet (2 advised topics; B course)
WS 2018/2019: Seminar on Advanced and Mobile Internet Technology (2 advised topics; B/M course)
WS 2018/2019: Preseminar on Networks and Internet (1 advised topic; B course)
SS 2018: Seminar on Advanced and Mobile Internet Technology (organizer; 2 advised topics; B/M course)
SS 2018: Preseminar on Networks and Internet (1 advised topic; B course)
WS 2017/2018: Seminar on Advanced and Mobile Internet Technology (organizer; 1 advised topic; B/M course)
SS 2017: Lecture on Data Communication and Security (1 of 2 teaching assistants; B course)
SS 2017: Seminar on Advanced and Mobile Internet Technology (organizer; 1 advised topic; B/M course)
WS 2016/2017: Lab on Communication Systems (1 of 3 organizers; M course)
WS 2016/2017: Seminar on Advanced and Mobile Internet Technology (organizer; 2 advised topics; B/M course)
SS 2016: Lecture on Data Communication and Security (1 of 3 teaching assistants; responsible CS unit: IT Security (Prof. Dr. Ulrike Meyer); B course)
SS 2016: Seminar on Advanced and Mobile Internet Technology (2 advised topics; B/M course)

Publications

20.	Justus Breyer, Sparsh Jauhari, René Glebke, Muhammad Hamad Alizai, Markus Stroot, and Klaus Wehrle Investigating Domain Bias in NILM Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys 2024), Hangzhou, China, page 333-336. Publisher: ACM, November 2024 DOI: 10.1145/3671127.3699532 ISBN: 979-8-4007-0706-3/24/11
19.	Tobias Heins, René Glebke, Mirko Stoffers, Sriram Gurumurthy, Jan Heesemann, Martina Josevski, Antonello Monti, and Klaus Wehrle Delay-aware Model Predictive Control for Fast Frequency Control Proceedings of the 14th IEEE International Conference on Smart Grid Communications (SmartGridComm 2023) Publisher: IEEE, October 2023 DOI: 10.1109/SmartGridComm57358.2023.10333921
18.	René Glebke, Jan Scheiper, Stefan Lenz, Mirko Stoffers, and Klaus Wehrle Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022) Publisher: IEEE, December 2022 DOI: 10.1109/CDC51059.2022.9992864
17.	Ike Kunze, Philipp Niemietz, Liam Tirpitz, René Glebke, Daniel Trauth, Thomas Bergs, and Klaus Wehrle Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing Proceedings of the 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE) Publisher: IEEE, June 2021 DOI: 10.1109/ISIE45552.2021.9576221 ISBN: 978-1-7281-9023-5
16.	René Glebke, Dirk Trossen, Ike Kunze, David Lou, Jan Rüth, Mirko Stoffers, and Klaus Wehrle Service-based Forwarding via Programmable Dataplanes Proceedings of the 2021 IEEE International Conference on High Performance Switching and Routing: Workshop on Semantic Addressing and Routing for Future Networks (SARNET-21) Publisher: IEEE, June 2021 DOI: 10.1109/HPSR52026.2021.9481814 ISBN: 978-1-6654-4005-9
15.	Ike Kunze, René Glebke, Jan Scheiper, Matthias Bodenbenner, Robert H. Schmitt, and Klaus Wehrle Investigating the Applicability of In-Network Computing to Industrial Scenarios Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '21), page 334-340. Publisher: IEEE, May 2021 DOI: 10.1109/ICPS49255.2021.9468247 ISBN: 978-1-7281-6207-2
14.	Jörg Christian Kirchhof, Martin Serror, René Glebke, and Klaus Wehrle Improving MAC Protocols for Wireless Industrial Networks via Packet Prioritization and Cooperation International Symposium on a World of Wireless, Mobile and Multimedia Networks: Workshop on Communication, Computing, and Networking in Cyber Physical Systems (WoWMoM-CCNCPS'2020), August 31 - September 3, 2020, Cork, Ireland Publisher: IEEE Computer Society, August 2020 DOI: 10.1109/WoWMoM49955.2020.00068
13.	Martin Serror, Eric Wagner, René Glebke, and Klaus Wehrle QWIN: Facilitating QoS in Wireless Industrial Networks Through Cooperation Proceedings of the 19th IFIP Networking 2020 Conference (NETWORKING '20), June 22-26, 2020, Paris, France Publisher: IFIP, June 2020 ISBN: 978-3-903176-28-7 https://ieeexplore.ieee.o...abstract/document/9142792
12.	Samuel Mann, René Glebke, Ike Kunze, Dominik Scheurenberg, Rahul Sharma, Uwe Reisgen, Klaus Wehrle, and Dirk Abel Study on weld seam geometry control for connected gas metal arc welding systems Proceedings of the 2020 Internal Conference on Ubiquitous Robots June 2020 DOI: 10.1109/UR49135.2020.9144839
11.	René Glebke, Johannes Krude, Ike Kunze, Jan Rüth, Felix Senger, and Klaus Wehrle Towards Executing Computer Vision Functionality on Programmable Network Devices 1st ACM CoNEXT Workshop on Emerging in-Network Computing Paradigms (ENCP '19) Publisher: ACM, December 2019 DOI: 10.1145/3359993.3366646 ISBN: 978-1-4503-7000-4/19/12
10.	Jan Pennekamp, René Glebke, Martin Henze, Tobias Meisen, Christoph Quix, Rihan Hai, Lars Gleim, Philipp Niemietz, Maximilian Rudack, Simon Knape, Alexander Epple, Daniel Trauth, Uwe Vroomen, Thomas Bergs, Christian Brecher, Andreas Bührig-Polaczek, Matthias Jarke, and Klaus Wehrle Towards an Infrastructure Enabling the Internet of Production Proceedings of the 2nd IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '19), May 6-9, 2019, Taipei, TW, page 31-37. Publisher: IEEE, May 2019 DOI: 10.1109/ICPHYS.2019.8780276 ISBN: 978-1-5386-8500-6/19
9.	Martin Henze, René Glebke, and Klaus Wehrle Flexible Netzwerkarchitekturen für das Internet of Production ITG-news, 02/2019:7-8 April 2019
8.	Sebastian Gallenmüller, René Glebke, Stephan Günther, Eric Hauser, Maurice Leclaire, Stefan Reif, Jan Rüth, Andreas Schmidt, Georg Carle, Thorsten Herfet, Wolfgang Schröder-Preikschat, and Klaus Wehrle Enabling Wireless Network Support for Gain Scheduled Control In Proceedings of the International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2019) Publisher: ACM, March 2019 DOI: 10.1145/3301418.3313943
7.	René Glebke, Martin Henze, Klaus Wehrle, Philipp Niemietz, Daniel Trauth, Patrick Mattfeld, and Thomas Bergs A Case for Integrated Data Processing in Large-Scale Cyber-Physical Systems Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS), Wailea, HI, USA, page 7252-7261. Publisher: University of Hawai'i at Manoa / AIS, January 2019 DOI: 10.24251/HICSS.2019.871 ISBN: 978-0-9981331-2-6
6.	Jan Rüth, René Glebke, Klaus Wehrle, Vedad Causevic, and Sandra Hirche Towards In-Network Industrial Feedback Control Proceedings of the ACM SIGCOMM 2018 1st Workshop on In-Network Computing (NetCompute '18) Publisher: ACM, August 2018 DOI: 10.1145/3229591.3229592
5.	Jan Rüth, René Glebke, Tanja Ulmen, and Klaus Wehrle Demo: Towards In-Network Processing for Low-Latency Industrial Control In Proceedings of IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Publisher: IEEE Computer Society, April 2018 DOI: 10.1109/INFCOMW.2018.8406844
4.	Daniel Schemmel, René Glebke, Mirko Stoffers, and Klaus Wehrle Towards Benchmark Optimization by Automated Equivalence Detection Proceedings of the 1st Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench'18) April 2018 DOI: 10.1109/CPSBench.2018.00011 ISBN: 978-1-5386-6742-2
3.	Florian Schmidt, Oliver Hohlfeld, René Glebke, and Klaus Wehrle Santa: Faster Packet Delivery for Commonly Wished Replies [Poster Abstract] Proceedings of the 43rd ACM SIGCOMM Conference (SIGCOMM '15), London, United Kingdom Publisher: ACM, August 2015 DOI: 10.1145/2785956.2790014
2.	Elias Weingaertner, René Glebke, and Alexander Hocks Benchmarking Peer-to-Peer Systems Understanding Quality of Service in Large-Scale Distributed Systems Volume 7847 of Lecture Notes in Computer Science Chapter Content Delivery Overlays, page 69-79. Publisher: Springer, 2013 DOI: 10.1007/978-3-642-38673-2_5 ISBN: 978-3-642-38672-5 http://link.springer.com/....1007/978-3-642-38673-2_5
1.	Elias Weingaertner, René Glebke, Martin Lang, and Klaus Wehrle Building a modular BitTorrent model for ns-3 Proceedings of the 2012 workshop on ns-3 (WNS3 2012), 26 March 2012, Desenzano del Garda, Italy , page 373-344. Publisher: ICST, Brussels, Belgium March 2012 ISBN: 978-1-4503-1510-4 http://dl.acm.org/citation.cfm?id=2263019.2263073

Export as:

BibTeX, XML