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% Creation date: 2025-03-31
% Creation time: 20-04-02
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@Inproceedings { 2025-krude-slicing,
   title = {Slicing Match-Action Pipeline Resources for Multitenancy on Programmable Switches},
   year = {2025},
   month = {6},
   day = {23},
   tags = {maki},
   publisher = {IEEE},
   booktitle = {11th IEEE International Conference on Network Softwarization},
   state = {accepted},
   reviewed = {1},
   author = {Krude, Johannes and Frei, Felix and Ahmadiyeh, Pedram and Glebke, Ren{\'e} and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2025-redefine-supply-and-demand-matching,
   title = {Scalable Supply and Demand Matching Involving Up-to-Date Information from Individual Prosumers},
   year = {2025},
   month = {6},
   day = {18},
   tags = {redefine},
   publisher = {ACM},
   booktitle = {Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems (ACM e-Energy)},
   state = {accepted},
   reviewed = {1},
   author = {Glebke, Ren{\'e} and Winck, Maximilian and Lenz, Stefan and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2025-wagner-sherlock,
   title = {Sherlock: A Dataset for Process-aware Intrusion Detection Research on Power Grid Networks},
   year = {2025},
   month = {6},
   booktitle = {Proceedings of the 15th ACM Conference on Data and Application Security and Privacy (CODASPY)},
   event_place = {Pittsburgh, PA, USA},
   event_name = {15th ACM Conference on Data and Application Security and Privacy},
   event_date = {June 4-6, 2025},
   state = {accepted},
   reviewed = {1},
   author = {Wagner, Eric and Bader, Lennart and Wolsing, Konrad and Serror, Martin}
}

@Inproceedings { 2025-fink-mptcp,
   title = {Emulating and Evaluating Transport Layer Protocols for Resilient Communication in Smart Grids},
   year = {2025},
   month = {5},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2025/2025-fink-mptcp.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 2025 IEEE/IFIP Network Operations and Management Symposium (NOMS '25), May 12-16, 2025, Honolulu, HI, USA},
   event_place = {Honolulu, HI, USA},
   event_name = {2025 IEEE/IFIP Network Operations and Management Symposium},
   event_date = {May 12-16, 2025},
   state = {accepted},
   reviewed = {1},
   author = {Fink, Ina Berenice and Ferlemann, Lennart and Dahlmanns, Markus and Thimm, Christian and Wehrle, Klaus}
}

@Inproceedings { 2025-fink-hybridmon,
   title = {Advancing Network Monitoring with Packet-Level Records and Selective Flow Aggregation},
   year = {2025},
   month = {5},
   abstract = {Due to its superior efficiency, network operators frequently prefer flow monitoring over full packet captures. However, packet-level information is crucial for the timely and reliable detection, investigation, and mitigation of security incidents. Currently, no solution effectively balances these two contradicting approaches, forcing network operators to compromise between efficiency and accuracy. In this paper, we thus propose HybridMon, a hybrid solution that combines condensed packet-level monitoring with selective flow-based aggregation to strike a new balance between efficiency and accuracy. Operating on the data plane of P4-programmable switches, HybridMon enables fine-grained, practical, and flexible network monitoring at Tbps speeds. We validate the effectiveness of HybridMon through extensive evaluations using Internet backbone and university campus traffic traces, demonstrating its reliability and performance in network forensics and intrusion detection contexts. Our results show that HybridMon reliably monitors all flows while reducing the output bandwidth to 12 \% to 20 \% compared to packet monitoring when exporting standard features.},
   keywords = {Security Services; Control and Data Plane Programmability; Monitoring and Measurements},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2025/2025-fink-hybridmon.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 2025 IEEE/IFIP Network Operations and Management Symposium (NOMS '25), May 12-16, 2025, Honolulu, HI, USA},
   event_place = {Honolulu, HI, USA},
   event_name = {2025 IEEE/IFIP Network Operations and Management Symposium},
   event_date = {May 12-16, 2025},
   state = {accepted},
   reviewed = {1},
   author = {Fink, Ina Berenice and Kunze, Ike and Hein, Pascal and Pennekamp, Jan and Standaert, Benjamin and Wehrle, Klaus and R{\"u}th, Jan}
}

@Inproceedings { 2024-fink-cired,
   title = {Resilient Control Center to Substation Device Communication},
   year = {2024},
   month = {11},
   day = {7},
   abstract = {Resilient communication is essential for reliably exchanging parameters and measurements in distribution systems. Thus, deploying redundant hardware for both local and wide area communication, along with protocols that leverage these redundancies for automatic and timely failovers, is fundamental. This paper presents a comprehensive overview of key protocols (PRP/HSR, MPLS-TP, and MPTCP) which offer robust recovery mechanisms. Additionally, it provides a specific concept and topology that effectively combine the presented protocols to ensure resilient communication from the control center to substation devices.},
   tags = {ven2us},
   web_url = {https://digital-library.theiet.org/doi/pdf/10.1049/icp.2024.2609},
   booktitle = {Proceedings of the CIRED Chicago Workshop 2024 on Resilience of Electric Distribution Systems, November 7-8, 2024, Chicago, USA},
   event_place = {Chicago},
   event_name = {CIRED Chicago Workshop 2024 on Resilience of Electric Distribution Systems},
   event_date = {November 7-8, 2024},
   DOI = {10.1049/icp.2024.2609},
   reviewed = {1},
   author = {Fink, Ina Berenice and Dahlmanns, Markus and Erichsen, Gerrit and Wehrle, Klaus}
}

@Inproceedings { 2024-buildsys-breyer-transferstudy,
   title = {Investigating Domain Bias in NILM},
   year = {2024},
   month = {11},
   day = {6},
   pages = {333-336},
   url = {www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-breyer-transferstudy.pdf},
   misc2 = {Online},
   publisher = {ACM},
   booktitle = {Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys 2024), Hangzhou, China},
   language = {en},
   ISBN = {979-8-4007-0706-3/24/11},
   DOI = {10.1145/3671127.3699532},
   reviewed = {1},
   author = {Breyer, Justus and Jauhari, Sparsh and Glebke, Ren{\'e} and Alizai, Muhammad Hamad and Stroot, Markus and Wehrle, Klaus}
}

@Inproceedings { 2024-buildsys-breyer-waterreview,
   title = {A Critical Review of Household Water Datasets},
   year = {2024},
   month = {11},
   day = {6},
   pages = {318-322},
   url = {www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-breyer-waterreview.pdf},
   misc2 = {Online},
   publisher = {ACM},
   booktitle = {Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys 2024), Hangzhou, China},
   language = {en},
   ISBN = {979-8-4007-0706-3/24/11},
   DOI = {10.1145/3671127.3698793},
   reviewed = {1},
   author = {Breyer, Justus and Petri, Maximilian and Alizai, Muhammad Hamad and Wehrle, Klaus}
}

@Inproceedings { 2024-wagner-madtls,
   title = {Madtls: Fine-grained Middlebox-aware End-to-end Security for Industrial Communication},
   year = {2024},
   month = {7},
   day = {1},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-madtls.pdf},
   publisher = {ACM},
   booktitle = {19th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS '24), Singapur},
   event_place = {Singapur},
   event_name = {ACM ASIA Conference on Computer and Communications Security (AsiaCCS)},
   event_date = {July 1-5, 2024},
   DOI = {10.1145/3634737.3637640},
   reviewed = {1},
   author = {Wagner, Eric and Heye, David and Serror, Martin and Kunze, Ike and Wehrle, Klaus and Henze, Martin}
}

@Inproceedings { 2024-dahlmanns-cired,
   title = {Reliable and Secure Control Center to Station Device Communication},
   year = {2024},
   month = {6},
   day = {19},
   abstract = {The increasing demands on the power grid require intelligent and flexible solutions that ensure the grid's stability. Many of these measures involve sophisticated communication between the control center and the stations that is not efficiently realizable using traditional protocols, e.g., IEC 60870-5-104. To this end, IEC 61850 introduces data models which allow flexible communication. Still, the specification leaves open how DSOs should interconnect their stations to realize resilient communication between the control center and station devices. However, DSOs require such communication to adapt modern solutions increasing the grid's capacity, e.g., adaptive protection systems.

In this paper, we present our envisioned network and communication concept for future DSO's ICT infrastructures that enables the control center to resiliently and flexibly communicate with station devices. For resilience, we suggest interconnecting each station with two distinct communication paths to the control center, use MPLS-TP and MPTCP for fast failovers when a single link fails, and mTLS to protect the communication possibilities against misuse. Additionally, in accordance with IEC 61850, we envision the control center to communicate with the station devices using MMS by using the station RTU as a proxy.},
   tags = {ven2us},
   booktitle = {Proceedings of the CIRED workshop on Increasing Distribution Network Hosting Capacity 2024, June 19-20, 2024, Vienna, Austria},
   event_place = {Vienna},
   event_name = {CIRED workshop on Increasing Distribution Network Hosting Capacity 2024},
   event_date = {June 19-20, 2024},
   DOI = {10.1049/icp.2024.2096},
   reviewed = {1},
   author = {Dahlmanns, Markus and Fink, Ina Berenice and Erichsen, Gerrit and Lin, Guosong and Hammer, Thomas and Borkenhagen, Burkhard and Schneider, Sebastian and Maahsen, Christof and Wehrle, Klaus}
}

@Inproceedings { 2024-wagner-acns-aggregate,
   title = {When and How to Aggregate Message Authentication Codes on Lossy Channels?},
   year = {2024},
   month = {3},
   day = {5},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-mac-aggregation.pdf},
   booktitle = {22nd International Conference on Applied Cryptography and Network Security (ACNS '24), Abu Dhabi, UAE},
   event_place = {Abu Dhabi, UAE},
   event_name = {International Conference on Applied Cryptography and Network Security (ACNS)},
   event_date = {March 5-9, 2024},
   state = {accepted},
   DOI = {10.1007/978-3-031-54773-7_10},
   reviewed = {1},
   author = {Wagner, Eric and Serror, Martin and Wehrle, Klaus and Henze, Martin}
}

@Poster { 2024-fink-sul,
   title = {Poster: Resiliente Kommunikation f{\"u}r die Fernwirktechnik in digitalen Umspannwerken},
   year = {2024},
   month = {3},
   day = {5},
   number = {19},
   tags = {ven2us},
   organization = {VDE ETG/FNN-Tutorial 2024 Schutz- und Leittechnik, March 05-06, 2024, Leipzig, Germany},
   event_place = {Leipzig, Germany},
   event_name = {VDE ETG/FNN-Tutorial 2024 Schutz- und Leittechnik},
   event_date = {March 05-06, 2024},
   reviewed = {1},
   author = {Fink, Ina Berenice and Dahlmanns, Markus and Wehrle, Klaus}
}

@Article { 2024_pennekamp_supply-chain-survey,
   title = {An Interdisciplinary Survey on Information Flows in Supply Chains},
   journal = {ACM Computing Surveys},
   year = {2024},
   month = {2},
   day = {1},
   volume = {56},
   number = {2},
   abstract = {Supply chains form the backbone of modern economies and therefore require reliable information flows. In practice, however, supply chains face severe technical challenges, especially regarding security and privacy. In this work, we consolidate studies from supply chain management, information systems, and computer science from 2010--2021 in an interdisciplinary meta-survey to make this topic holistically accessible to interdisciplinary research. In particular, we identify a significant potential for computer scientists to remedy technical challenges and improve the robustness of information flows. We subsequently present a concise information flow-focused taxonomy for supply chains before discussing future research directions to provide possible entry points.},
   keywords = {information flows; data communication; supply chain management; data security; data sharing; systematic literature review},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-pennekamp-supply-chain-survey.pdf},
   publisher = {ACM},
   ISSN = {0360-0300},
   DOI = {10.1145/3606693},
   reviewed = {1},
   author = {Pennekamp, Jan and Matzutt, Roman and Klinkm{\"u}ller, Christopher and Bader, Lennart and Serror, Martin and Wagner, Eric and Malik, Sidra and Spi{\ss}, Maria and Rahn, Jessica and G{\"u}rpinar, Tan and Vlad, Eduard and Leemans, Sander J. J. and Kanhere, Salil S. and Stich, Volker and Wehrle, Klaus}
}

@Inproceedings { 2023-redefine-mpc-cosimulation,
   title = {Delay-aware Model Predictive Control for Fast Frequency Control},
   journal = {Proceedings of the 14th IEEE International Conference on Smart Grid Communications (SmartGridComm 2023)},
   year = {2023},
   month = {10},
   tags = {redefine},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2023/2023-heins-mpc-for-ffc.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 14th IEEE International Conference on Smart Grid Communications (SmartGridComm 2023)},
   DOI = {10.1109/SmartGridComm57358.2023.10333921},
   reviewed = {1},
   author = {Heins, Tobias and Glebke, Ren{\'e} and Stoffers, Mirko and Gurumurthy, Sriram and Heesemann, Jan and Josevski, Martina and Monti, Antonello and Wehrle, Klaus}
}

@Inproceedings { 2023-bader-metrics,
   title = {METRICS: A Methodology for Evaluating and Testing the Resilience of Industrial Control Systems to Cyberattacks},
   year = {2023},
   month = {9},
   day = {28},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2023/2023-bader-metrics.pdf},
   booktitle = {Proceedings of the 9th Workshop on the Security of Industrial Control Systems \& of Cyber-Physical Systems
(CyberICPS '23), co-located with the the 28th European Symposium on Research in Computer Security (ESORICS '23)},
   event_place = {The Hague, The Netherlands},
   event_name = {9th Workshop on the Security of Industrial Control Systems \& of Cyber-Physical Systems (CyberICPS '23)},
   event_date = {September 28, 2023},
   state = {accepted},
   DOI = {10.1007/978-3-031-54204-6_2},
   reviewed = {1},
   author = {Bader, Lennart and Wagner, Eric and Henze, Martin and Serror, Martin}
}

@Inproceedings { 2023_pennekamp_benchmarking_comparison,
   title = {Designing Secure and Privacy-Preserving Information Systems for Industry Benchmarking},
   year = {2023},
   month = {6},
   day = {15},
   volume = {13901},
   pages = {489-505},
   abstract = {Benchmarking is an essential tool for industrial organizations to identify potentials that allows them to improve their competitive position through operational and strategic means. However, the handling of sensitive information, in terms of (i) internal company data and (ii) the underlying algorithm to compute the benchmark, demands strict (technical) confidentiality guarantees—an aspect that existing approaches fail to address adequately. Still, advances in private computing provide us with building blocks to reliably secure even complex computations and their inputs, as present in industry benchmarks. In this paper, we thus compare two promising and fundamentally different concepts (hardware- and software-based) to realize privacy-preserving benchmarks. Thereby, we provide detailed insights into the concept-specific benefits. Our evaluation of two real-world use cases from different industries underlines that realizing and deploying secure information systems for industry benchmarking is possible with today's building blocks from private computing.},
   note = {Lecture Notes in Computer Science (LNCS), Volume 13901},
   keywords = {real-world computing; trusted execution environments; homomorphic encryption; key performance indicators; benchmarking},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2023/2023-pennekamp-industry-benchmarking.pdf},
   publisher = {Springer},
   booktitle = {Proceedings of the 35th International Conference on Advanced Information Systems Engineering (CAiSE '23), June 12-16, 2023, Zaragoza, Spain},
   event_place = {Zaragoza, Spain},
   event_name = {35th International Conference on Advanced Information Systems Engineering (CAiSE '23)},
   event_date = {June 12-16, 2023},
   ISBN = {978-3-031-34559-3},
   ISSN = {0302-9743},
   DOI = {10.1007/978-3-031-34560-9_29},
   reviewed = {1},
   author = {Pennekamp, Jan and Lohm{\"o}ller, Johannes and Vlad, Eduard and Loos, Joscha and Rodemann, Niklas and Sapel, Patrick and Fink, Ina Berenice and Schmitz, Seth and Hopmann, Christian and Jarke, Matthias and Schuh, G{\"u}nther and Wehrle, Klaus and Henze, Martin}
}

@Inproceedings { 2023-lorz-cired,
   title = {Interconnected grid protection systems - reference grid for testing an adaptive protection scheme},
   year = {2023},
   pages = {3286-3290},
   tags = {ven2us},
   booktitle = {27th International Conference on Electricity Distribution (CIRED 2023), Rome, Italy, June 12-15, 2023},
   event_place = {Rome, Italy},
   event_name = {International Conference \& Exhibition on Electricity Distribution (CIRED)},
   event_date = {June 12-15, 2023},
   DOI = {10.1049/icp.2023.0864},
   reviewed = {1},
   author = {Lorz, Tobias and Jaeger, Johann and Selimaj, Antigona and Hacker, Immanuel and Ulbig, Andreas and Heckel, Jan-Peter and Becker, Christian and Dahlmanns, Markus and Fink, Ina Berenice and Wehrle, Klaus and Erichsen, Gerrit and Schindler, Michael and Luxenburger, Rainer and Lin, Guosong}
}

@Inproceedings { 2022-wireless-anycast,
   title = {Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control},
   journal = {Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022)},
   year = {2022},
   month = {12},
   tags = {reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-glebke-wireless-anycast.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022)},
   DOI = {10.1109/CDC51059.2022.9992864},
   reviewed = {1},
   author = {Glebke, Ren{\'e} and Scheiper, Jan and Lenz, Stefan and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2022-serror-ccs-inside,
   title = {Poster: INSIDE - Enhancing Network Intrusion Detection in Power Grids with Automated Facility Monitoring},
   year = {2022},
   month = {11},
   day = {7},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-serror-ccs-inside.pdf},
   publisher = {ACM},
   howpublished = {online},
   booktitle = {Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security},
   event_place = {Los Angeles, CA, USA},
   event_date = {November 8, 2022},
   DOI = {10.1145/3548606.3563500},
   reviewed = {1},
   author = {Serror, Martin and Bader, Lennart and Henze, Martin and Schwarze, Arne and N{\"u}rnberger, Kai}
}

@Proceedings { 2022-wolsing-radarsec,
   title = {Network Attacks Against Marine Radar Systems: A Taxonomy, Simulation Environment, and Dataset},
   year = {2022},
   month = {9},
   tags = {rfc},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-wolsing-radar.pdf},
   publisher = {IEEE},
   event_place = {Edmonton, Canada},
   event_name = {47th IEEE Conference on Local Computer Networks (LCN)},
   event_date = {September 26-29, 2022},
   DOI = {10.1109/LCN53696.2022.9843801},
   reviewed = {1},
   author = {Wolsing, Konrad and Saillard, Antoine and Bauer, Jan and Wagner, Eric and van Sloun, Christian and Fink, Ina Berenice and Schmidt, Mari and Wehrle, Klaus and Henze, Martin}
}

@Proceedings { 2022-serror-cset,
   title = {PowerDuck: A GOOSE Data Set of Cyberattacks in Substations},
   year = {2022},
   month = {8},
   day = {8},
   pages = {5},
   keywords = {data sets, network traffic, smart grid security, IDS},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-serror-cset-powerduck.pdf},
   publisher = {ACM},
   address = {New York, NY, USA},
   howpublished = {online},
   event_place = {Virtual},
   event_name = {Cyber Security Experimentation and Test Workshop (CSET 2022)},
   event_date = {August 8, 2022},
   ISBN = {978-1-4503-9684-4/22/08},
   DOI = {10.1145/3546096.3546102},
   reviewed = {1},
   author = {Zemanek, Sven and Hacker, Immanuel and Wolsing, Konrad and Wagner, Eric and Henze, Martin and Serror, Martin}
}

@Inproceedings { 2022_kus_iids_generalizability,
   title = {A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection},
   year = {2022},
   month = {5},
   day = {30},
   pages = {73-84},
   abstract = {Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system behavior and raising corresponding alarms for any deviations. As manually creating these behavioral models is tedious and error-prone, research focuses on machine learning to train them automatically, achieving detection rates upwards of 99 \%. However, these approaches are typically trained not only on benign traffic but also on attacks and then evaluated against the same type of attack used for training. Hence, their actual, real-world performance on unknown (not trained on) attacks remains unclear. In turn, the reported near-perfect detection rates of machine learning-based intrusion detection might create a false sense of security. To assess this situation and clarify the real potential of machine learning-based industrial intrusion detection, we develop an evaluation methodology and examine multiple approaches from literature for their performance on unknown attacks (excluded from training). Our results highlight an ineffectiveness in detecting unknown attacks, with detection rates dropping to between 3.2 \% and 14.7 \% for some types of attacks. Moving forward, we derive recommendations for further research on machine learning-based approaches to ensure clarity on their ability to detect unknown attacks.},
   keywords = {anomaly detection; machine learning; industrial control system},
   tags = {internet-of-production, rfc},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-kus-iids-generalizability.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the 8th ACM Cyber-Physical System Security Workshop (CPSS '22), co-located with the 17th ACM ASIA Conference on Computer and Communications Security (ASIACCS '22), May 30-June 3, 2022, Nagasaki, Japan},
   ISBN = {978-1-4503-9176-4/22/05},
   DOI = {10.1145/3494107.3522773},
   reviewed = {1},
   author = {Kus, Dominik and Wagner, Eric and Pennekamp, Jan and Wolsing, Konrad and Fink, Ina Berenice and Dahlmanns, Markus and Wehrle, Klaus and Henze, Martin}
}

@Inproceedings { WagnerSWH2022,
   title = {BP-MAC: Fast Authentication for Short Messages},
   year = {2022},
   month = {5},
   day = {18},
   pages = {201-206},
   url = {/fileadmin/papers/2022/2022-wagner-bpmac.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)},
   event_place = {San Antonio, Texas, USA},
   event_name = {15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)},
   ISBN = {978-1-4503-9216-7/22/05},
   DOI = {10.1145/3507657.3528554},
   reviewed = {1},
   author = {Wagner, Eric and Serror, Martin and Wehrle, Klaus and Henze, Martin}
}

@Inproceedings { 2022-lorenz-ven2us,
   title = {Interconnected network protection systems - the basis for the reliable and safe operation of distribution grids with a high penetration of renewable energies and electric vehicle},
   year = {2022},
   abstract = {Power grids are increasingly faced with the introduction of decentralized, highly volatile power supplies from renewable energies and high loads occurring from e-mobility. However, today’s static grid protection cannot manage all upcoming conditions while providing a high level of dependability and security. It forms a bottleneck of a future decarbonizing grid development. 

In our research project, we develop and verify an adaptive grid protection algorithm. It calculates situation dependent protection parameters for the event of power flow shifts and topology changes caused by volatile power supplies due to the increase of renewable generation and the rapid expansion of e-mobility. As a result the distribution grid can be operated with the optimally adapted protection parameters and functions for changing operating states. To safely adjust the values on protection hardware in the field, i.e., safe from hardware failures and cyberattacks, we research resilient and secure communication concepts for the adaptive and interconnected grid protection system. Finally, we validate our concept and system by demonstrations in the laboratory and field tests.},
   tags = {ven2us},
   booktitle = {Proceedings of the CIRED workshop on E-mobility and power distribution systems 2022, June 2-3, 2022, Porto, Portugal},
   event_place = {Porto},
   event_name = {CIRED workshop on E-mobility and power distribution systems 2022},
   event_date = {June 2-3, 2022},
   DOI = {10.1049/icp.2022.0768},
   reviewed = {1},
   author = {Lorenz, Matthias and Pletzer, Tobias Markus and Schuhmacher, Malte and Sowa, Torsten and Dahms, Michael and Stock, Simon and Babazadeh, Davood and Becker, Christian and Jaeger, Johann and Lorz, Tobias and Dahlmanns, Markus and Fink, Ina Berenice and Wehrle, Klaus and Ulbig, Andreas and Linnartz, Philipp and Selimaj, Antigona and Offergeld, Thomas}
}

@Proceedings { fink-lcn-demons-2021,
   title = {DEMONS: Extended Manufacturer Usage Description to Restrain Malicious Smartphone Apps},
   year = {2021},
   month = {10},
   day = {4},
   tags = {nerd-nrw},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2021/2021-fink-lcn-demons.pdf},
   publisher = {IEEE},
   howpublished = {online},
   event_place = {Edmonton, Canada},
   event_name = {46th IEEE Conference on Local Computer Networks (LCN)},
   event_date = {October 4-7, 2021},
   DOI = {10.1109/LCN52139.2021.9524879},
   reviewed = {1},
   author = {Fink, Ina Berenice and Serror, Martin and Wehrle, Klaus}
}

@Inproceedings { 2021-glebke-service-based-forwarding,
   title = {Service-based Forwarding via Programmable Dataplanes},
   year = {2021},
   month = {6},
   day = {10},
   tags = {reflexes},
   url = {/fileadmin/papers/2021/2021-glebke-service-based-forwarding.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 2021 IEEE International Conference on High Performance Switching and Routing: Workshop on Semantic Addressing and Routing for Future Networks (SARNET-21)},
   ISBN = {978-1-6654-4005-9},
   ISSN = {2325-5609},
   DOI = {10.1109/HPSR52026.2021.9481814},
   reviewed = {1},
   author = {Glebke, Ren{\'e} and Trossen, Dirk and Kunze, Ike and Lou, David and R{\"u}th, Jan and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2021-kunze-signal-detection,
   title = {Detecting Out-Of-Control Sensor Signals in Sheet Metal Forming using In-Network Computing},
   year = {2021},
   month = {6},
   day = {10},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2021/2021-kunze-signal-detection.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 2021 IEEE 30th International Symposium
on Industrial Electronics (ISIE)},
   ISBN = {978-1-7281-9023-5},
   ISSN = {2163-5145},
   DOI = {10.1109/ISIE45552.2021.9576221},
   reviewed = {1},
   author = {Kunze, Ike and Niemietz, Philipp and Tirpitz, Liam and Glebke, Ren{\'e} and Trauth, Daniel and Bergs, Thomas and Wehrle, Klaus}
}

@Inproceedings { 2021-kunze-coordinate-transformation,
   title = {Investigating the Applicability of In-Network Computing to Industrial Scenarios},
   year = {2021},
   month = {5},
   day = {11},
   pages = {334-340},
   keywords = {in-network computing; latency; approximation},
   tags = {internet-of-production,reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2021/2021-kunze-coordinate-transformation.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '21)},
   ISBN = {978-1-7281-6207-2},
   DOI = {10.1109/ICPS49255.2021.9468247},
   reviewed = {1},
   author = {Kunze, Ike and Glebke, Ren{\'e} and Scheiper, Jan and Bodenbenner, Matthias and Schmitt, Robert H. and Wehrle, Klaus}
}

@Inproceedings { 2021_dahlmanns_entrust,
   title = {Transparent End-to-End Security for Publish/Subscribe Communication in Cyber-Physical Systems},
   year = {2021},
   month = {4},
   day = {28},
   pages = {78–87},
   abstract = {The ongoing digitization of industrial manufacturing leads to a decisive change in industrial communication paradigms. Moving from traditional one-to-one to many-to-many communication, publish/subscribe systems promise a more dynamic and efficient exchange of data. However, the resulting significantly more complex communication relationships render traditional end-to-end security futile for sufficiently protecting the sensitive and safety-critical data transmitted in industrial systems. Most notably, the central message brokers inherent in publish/subscribe systems introduce a designated weak spot for security as they can access all communication messages. To address this issue, we propose ENTRUST, a novel solution for key server-based end-to-end security in publish/subscribe systems. ENTRUST transparently realizes confidentiality, integrity, and authentication for publish/subscribe systems without any modification of the underlying protocol. We exemplarily implement ENTRUST on top of MQTT, the de-facto standard for machine-to-machine communication, showing that ENTRUST can integrate seamlessly into existing publish/subscribe systems.},
   keywords = {cyber-physical system security; publish-subscribe security; end-to-end security},
   tags = {internet-of-production, rfc},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2021/2021-dahlmanns-entrust.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the 1st ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (SaT-CPS '21), co-located with the 11th ACM Conference on Data and Application Security and Privacy (CODASPY '21), April 26-28, 2021, Virtual Event, USA},
   event_place = {Virtual Event, USA},
   event_name = {ACM Workshop on Secure and Trustworthy Cyber-Physical Systems},
   event_date = {April 28, 2021},
   ISBN = {978-1-4503-8319-6/21/04},
   DOI = {10.1145/3445969.3450423},
   reviewed = {1},
   author = {Dahlmanns, Markus and Pennekamp, Jan and Fink, Ina Berenice and Schoolmann, Bernd and Wehrle, Klaus and Henze, Martin}
}

@Phdthesis { 2021-serror-phd-thesis,
   title = {On the Benefits of Cooperation for Dependable Wireless Communications},
   year = {2021},
   month = {3},
   web_url = {https://www.shaker.de/de/content/catalogue/index.asp?ISBN=978-3-8440-7923-4},
   publisher = {Shaker Verlag},
   address = {Shaker Verlag, D{\"u}ren, Germany},
   series = {Reports on Communications and Distributed Systems},
   edition = {21},
   school = {RWTH Aachen University},
   type = {Ph.D. Thesis},
   ISBN = {978-3-8440-7923-4},
   author = {Serror, Martin}
}

@Inproceedings { 2020_pennekamp_benchmarking,
   title = {Revisiting the Privacy Needs of Real-World Applicable Company Benchmarking},
   year = {2020},
   month = {12},
   day = {15},
   pages = {31-44},
   abstract = {Benchmarking the performance of companies is essential to identify improvement potentials in various industries. Due to a competitive environment, this process imposes strong privacy needs, as leaked business secrets can have devastating effects on participating companies. Consequently, related work proposes to protect sensitive input data of companies using secure multi-party computation or homomorphic encryption. However, related work so far does not consider that also the benchmarking algorithm, used in today's applied real-world scenarios to compute all relevant statistics, itself contains significant intellectual property, and thus needs to be protected. Addressing this issue, we present PCB — a practical design for Privacy-preserving Company Benchmarking that utilizes homomorphic encryption and a privacy proxy — which is specifically tailored for realistic real-world applications in which we protect companies' sensitive input data and the valuable algorithms used to compute underlying key performance indicators. We evaluate PCB's performance using synthetic measurements and showcase its applicability alongside an actual company benchmarking performed in the domain of injection molding, covering 48 distinct key performance indicators calculated out of hundreds of different input values. By protecting the privacy of all participants, we enable them to fully profit from the benefits of company benchmarking.},
   keywords = {practical encrypted computing; homomorphic encryption; algorithm confidentiality; benchmarking; key performance indicators; industrial application; Internet of Production},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2020/2020-pennekamp-company-benchmarking.pdf},
   web_url = {https://eprint.iacr.org/2020/1512},
   publisher = {HomomorphicEncryption.org},
   booktitle = {Proceedings of the 8th Workshop on Encrypted Computing \& Applied Homomorphic Cryptography (WAHC '20), December 15, 2020, Virtual Event},
   event_place = {Virtual Event},
   event_date = {December 15, 2020},
   ISBN = {978-3-00-067798-4},
   DOI = {10.25835/0072999},
   reviewed = {1},
   author = {Pennekamp, Jan and Sapel, Patrick and Fink, Ina Berenice and Wagner, Simon and Reuter, Sebastian and Hopmann, Christian and Wehrle, Klaus and Henze, Martin}
}

@Proceedings { fink-lcn-demons-2020,
   title = {Extending MUD to Smartphones},
   year = {2020},
   month = {11},
   day = {15},
   tags = {nerd-nrw},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2020/2020-fink-lcn-mud-smartphone.pdf},
   publisher = {IEEE},
   howpublished = {online},
   event_place = {Sydney, Australia},
   event_name = {45th IEEE Conference on Local Computer Networks (LCN)},
   event_date = {November 16-19, 2020},
   DOI = {10.1109/LCN48667.2020.9314782},
   reviewed = {1},
   author = {Fink, Ina Berenice and Serror, Martin and Wehrle, Klaus}
}

@Inproceedings { 2020-dahlmanns-imc-opcua,
   title = {Easing the Conscience with OPC UA: An Internet-Wide Study on Insecure Deployments},
   year = {2020},
   month = {10},
   day = {27},
   pages = {101-110},
   abstract = {Due to increasing digitalization, formerly isolated industrial networks, e.g., for factory and process automation, move closer and closer to the Internet, mandating secure communication. However, securely setting up OPC UA, the prime candidate for secure industrial communication, is challenging due to a large variety of insecure options. To study whether Internet-facing OPC UA appliances are configured securely, we actively scan the IPv4 address space for publicly reachable OPC UA systems and assess the security of their configurations. We observe problematic security configurations such as missing access control (on 24\% of hosts), disabled security functionality (24\%), or use of deprecated cryptographic primitives (25\%) on in total 92\% of the reachable deployments. Furthermore, we discover several hundred devices in multiple autonomous systems sharing the same security certificate, opening the door for impersonation attacks. Overall, in this paper, we highlight commonly found security misconfigurations and underline the importance of appropriate configuration for security-featuring protocols.},
   keywords = {industrial communication; network security; security configuration},
   tags = {internet-of-production, rfc},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2020/2020-dahlmanns-imc-opcua.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the Internet Measurement Conference (IMC '20), October 27-29, 2020, Pittsburgh, PA, USA},
   event_place = {Pittsburgh, PA, USA},
   event_name = {ACM Internet Measurement Conference 2020},
   event_date = {October 27-29, 2020},
   ISBN = {978-1-4503-8138-3/20/10},
   DOI = {10.1145/3419394.3423666},
   reviewed = {1},
   author = {Dahlmanns, Markus and Lohm{\"o}ller, Johannes and Fink, Ina Berenice and Pennekamp, Jan and Wehrle, Klaus and Henze, Martin}
}

@Article { serror-iiotsec-tii-2020,
   title = {Challenges and Opportunities in Securing the Industrial Internet of Things},
   journal = {IEEE Transactions on Industrial Informatics},
   year = {2020},
   month = {9},
   day = {11},
   volume = {17},
   number = {5},
   pages = {2985-2996},
   tags = {nerd-nrw},
   url = {https://comsys.rwth-aachen.de/fileadmin/papers/2020/2020-serror-tii-iiotsec.pdf},
   web_url = {https://ieeexplore.ieee.org/document/9195014},
   howpublished = {online},
   ISSN = {1941-0050},
   DOI = {10.1109/TII.2020.3023507},
   reviewed = {1},
   author = {Serror, Martin and Hack, Sacha and Henze, Martin and Schuba, Marko and Wehrle, Klaus}
}

@Inproceedings { 2020-kirchhof-wowmom-ccncps,
   title = {Improving MAC Protocols for Wireless Industrial Networks via Packet Prioritization and Cooperation},
   year = {2020},
   month = {8},
   day = {31},
   tags = {internet-of-production, reflexes},
   url = {https://comsys.rwth-aachen.de/fileadmin/papers/2020/2020-kirchhof-wireless-mac-improvements.pdf},
   publisher = {IEEE Computer Society},
   howpublished = {online},
   booktitle = {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},
   event_place = {Cork, Ireland},
   event_date = {August 31 - September 3, 2020},
   DOI = {10.1109/WoWMoM49955.2020.00068},
   reviewed = {1},
   author = {Kirchhof, J{\"o}rg Christian and Serror, Martin and Glebke, Ren{\'e} and Wehrle, Klaus}
}

@Inproceedings { 2020-serror-networking-qwin,
   title = {QWIN: Facilitating QoS in Wireless Industrial Networks Through
Cooperation},
   year = {2020},
   month = {6},
   day = {21},
   tags = {consent},
   url = {https://comsys.rwth-aachen.de/fileadmin/papers/2020/2020-serror-qwin.pdf},
   web_url = {https://ieeexplore.ieee.org/abstract/document/9142792},
   publisher = {IFIP},
   howpublished = {online},
   booktitle = {Proceedings of the 19th IFIP Networking 2020 Conference (NETWORKING '20), June 22-26, 2020, Paris, France},
   event_place = {Paris, France},
   event_name = {IFIP NETWORKING Conference},
   event_date = {June 22-26, 2020},
   ISBN = {978-3-903176-28-7},
   reviewed = {1},
   author = {Serror, Martin and Wagner, Eric and Glebke, Ren{\'e} and Wehrle, Klaus}
}

@Inproceedings { 2020-mann-ur-weldseamstudy,
   title = {Study on weld seam geometry control for connected gas metal arc welding systems},
   year = {2020},
   month = {6},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2020/2020-mann-weld-seam-geometry-control.pdf},
   booktitle = {Proceedings of the 2020 Internal Conference on Ubiquitous Robots},
   event_name = {Internal Conference on Ubiquitous Robots},
   event_date = {June 22-26, 2020},
   DOI = {10.1109/UR49135.2020.9144839},
   reviewed = {1},
   author = {Mann, Samuel and Glebke, Ren{\'e} and Kunze, Ike and Scheurenberg, Dominik and Sharma, Rahul and Reisgen, Uwe and Wehrle, Klaus and Abel, Dirk}
}

@Inproceedings { 2020_roepert_opcua,
   title = {Assessing the Security of OPC UA Deployments},
   year = {2020},
   month = {4},
   day = {2},
   abstract = {To address the increasing security demands of industrial deployments, OPC UA is one of the first industrial protocols explicitly designed with security in mind. However, deploying it securely requires a thorough configuration of a wide range of options. Thus, assessing the security of OPC UA deployments and their configuration is necessary to ensure secure operation, most importantly confidentiality and integrity of industrial processes. In this work, we present extensions to the popular Metasploit Framework to ease network-based security assessments of OPC UA deployments. To this end, we discuss methods to discover OPC UA servers, test their authentication, obtain their configuration, and check for vulnerabilities. Ultimately, our work enables operators to verify the (security) configuration of their systems and identify potential attack vectors.},
   tags = {internet-of-production, rfc},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2020/2020-roepert-opcua-security.pdf},
   misc2 = {en},
   publisher = {University of T{\"u}bingen},
   booktitle = {Proceedings of the 1st ITG Workshop on IT Security (ITSec '20), April 2-3, 2020, T{\"u}bingen, Germany},
   event_place = {T{\"u}bingen, Germany},
   event_date = {April 2-3, 2020},
   DOI = {10.15496/publikation-41813},
   reviewed = {1},
   author = {Roepert, Linus and Dahlmanns, Markus and Fink, Ina Berenice and Pennekamp, Jan and Henze, Martin}
}

@Inproceedings { 2019-glebke-in-network-cv,
   title = {Towards Executing Computer Vision Functionality on Programmable Network Devices},
   year = {2019},
   month = {12},
   day = {9},
   tags = {reflexes,maki,internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-glebke-in-network-cv.pdf},
   misc2 = {Online},
   publisher = {ACM},
   booktitle = {1st ACM CoNEXT Workshop on Emerging in-Network Computing Paradigms (ENCP '19)},
   language = {en},
   ISBN = {978-1-4503-7000-4/19/12},
   DOI = {10.1145/3359993.3366646},
   reviewed = {1},
   author = {Glebke, Ren{\'e} and Krude, Johannes and Kunze, Ike and R{\"u}th, Jan and Senger, Felix and Wehrle, Klaus}
}

@Book { 2019-stoffers-dissertation,
   title = {Automated Optimization of Discrete Event Simulations without Knowing the Model},
   year = {2019},
   month = {10},
   keywords = {Discrete Event Simulation; Parallelization; Memoization},
   tags = {memosim},
   web_url = {https://www.shaker.de/de/content/catalogue/index.asp?ISBN=978-3-8440-6973-0},
   editor = {Klaus Wehrle},
   publisher = {Shaker},
   series = {Reports on Communications and Distributed Systems},
   language = {en},
   ISBN = {978-3-8440-6973-0},
   reviewed = {1},
   author = {Stoffers, Mirko}
}

@Thesis { 2019-fink-ma,
   title = {Advanced In-Network Security for Smart Devices},
   year = {2019},
   month = {6},
   institute = {Communication and Distributed Systems, RWTH Aachen University, Germany},
   type = {Master Thesis},
   reviewed = {1},
   author = {Fink, Ina Berenice}
}

@Inproceedings { 2019_pennekamp_infrastructure,
   title = {Towards an Infrastructure Enabling the Internet of Production},
   year = {2019},
   month = {5},
   day = {8},
   pages = {31-37},
   abstract = {New levels of cross-domain collaboration between manufacturing companies throughout the supply chain are anticipated to bring benefits to both suppliers and consumers of products. Enabling a fine-grained sharing and analysis of data among different stakeholders in an automated manner, such a vision of an Internet of Production (IoP) introduces demanding challenges to the communication, storage, and computation infrastructure in production environments. In this work, we present three example cases that would benefit from an IoP (a fine blanking line, a high pressure die casting process, and a connected job shop) and derive requirements that cannot be met by today’s infrastructure. In particular, we identify three orthogonal research objectives: (i) real-time control of tightly integrated production processes to offer seamless low-latency analysis and execution, (ii) storing and processing heterogeneous production data to support scalable data stream processing and storage, and (iii) secure privacy-aware collaboration in production to provide a basis for secure industrial collaboration. Based on a discussion of state-of-the-art approaches for these three objectives, we create a blueprint for an infrastructure acting as an enabler for an IoP.},
   keywords = {Internet of Production; Cyber-Physical Systems; Data Processing; Low Latency; Secure Industrial Collaboration},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-pennekamp-iop-infrastructure.pdf},
   publisher = {IEEE},
   booktitle = {Proceedings of the 2nd IEEE International Conference on Industrial Cyber-Physical Systems (ICPS '19), May 6-9, 2019, Taipei, TW},
   event_place = {Taipei, TW},
   event_date = {May 6-9, 2019},
   ISBN = {978-1-5386-8500-6/19},
   DOI = {10.1109/ICPHYS.2019.8780276},
   reviewed = {1},
   author = {Pennekamp, Jan and Glebke, Ren{\'e} and Henze, Martin and Meisen, Tobias and Quix, Christoph and Hai, Rihan and Gleim, Lars and Niemietz, Philipp and Rudack, Maximilian and Knape, Simon and Epple, Alexander and Trauth, Daniel and Vroomen, Uwe and Bergs, Thomas and Brecher, Christian and B{\"u}hrig-Polaczek, Andreas and Jarke, Matthias and Wehrle, Klaus}
}

@Techreport { 2019-rueth-blitzstart,
   title = {Blitz-starting QUIC Connections},
   year = {2019},
   month = {5},
   day = {8},
   number2 = {arXiv:1905.03144 [cs.NI]},
   pages = {1--8},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-rueth-blitzstart.pdf},
   web_url = {https://arxiv.org/abs/1905.03144},
   misc2 = {Online},
   publisher = {COMSYS, RWTH Aachen University},
   address = {Ahornstr. 55, 52074 Aachen, Germany},
   institution = {COMSYS, RWTH Aachen University},
   type = {Technical Report},
   language = {en},
   author = {R{\"u}th, Jan and Wolsing, Konrad and Serror, Martin and Wehrle, Klaus and Hohlfeld, Oliver}
}

@Article { 2019-csf-date,
   title = {Visualizing flow in an intact CSF network using optical coherence tomography: implications for human congenital hydrocephalus},
   journal = {Scientific Reports},
   year = {2019},
   month = {4},
   day = {17},
   volume = {9},
   number = {1},
   pages = {6196.},
   web_url = {https://www.nature.com/articles/s41598-019-42549-4},
   web_url_date = {06.09.2019},
   chapter = {6196},
   DOI = {https://doi.org/10.1038/s41598-019-42549-4},
   extern = {1},
   reviewed = {1},
   author = {Date, Priya and Ackermann, Pascal and Furey, Charuta and Fink, Ina Berenice and Jonas, Stephan and Khokha, Mustafa K. and Kahle, Kristophe T. and Deniz, Engin}
}

@Article { 2019_henze_flexible_netzwerkstrukturen_iop,
   title = {Flexible Netzwerkarchitekturen f{\"u}r das Internet of Production},
   journal = {ITG-news},
   year = {2019},
   month = {4},
   volume = {02/2019},
   pages = {7-8},
   tags = {internet-of-production,reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-henze-itg-iop-networkarchitectures.pdf},
   publisher = {Informationstechnische Gesellschaft im VDE},
   address = {Frankfurt am Main},
   author = {Henze, Martin and Glebke, Ren{\'e} and Wehrle, Klaus}
}

@Inproceedings { 2019-glebke-wirelessgain,
   title = {Enabling Wireless Network Support for Gain Scheduled Control},
   year = {2019},
   month = {3},
   day = {25},
   tags = {reflexes,spp},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-glebke-wirelessgain.pdf},
   publisher = {ACM},
   booktitle = {In Proceedings of the International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2019)},
   event_place = {Dresden, Germany},
   event_name = {International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2019)},
   event_date = {25.03.2019},
   DOI = {10.1145/3301418.3313943},
   reviewed = {1},
   author = {Gallenm{\"u}ller, Sebastian and Glebke, Ren{\'e} and G{\"u}nther, Stephan and Hauser, Eric and Leclaire, Maurice and Reif, Stefan and R{\"u}th, Jan and Schmidt, Andreas and Carle, Georg and Herfet, Thorsten and Schr{\"o}der-Preikschat, Wolfgang and Wehrle, Klaus}
}

@Inproceedings { 2019-glebke-hicss-integrated,
   title = {A Case for Integrated Data Processing in Large-Scale Cyber-Physical Systems},
   year = {2019},
   month = {1},
   day = {8},
   pages = {7252-7261},
   tags = {internet-of-production,reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-glebke-integrated.pdf},
   misc2 = {Online},
   publisher = {University of Hawai'i at Manoa / AIS},
   booktitle = {Proceedings of the 52nd Hawaii International Conference on System Sciences (HICSS), Wailea, HI, USA},
   language = {en},
   ISBN = {978-0-9981331-2-6},
   DOI = {10.24251/HICSS.2019.871},
   reviewed = {1},
   author = {Glebke, Ren{\'e} and Henze, Martin and Wehrle, Klaus and Niemietz, Philipp and Trauth, Daniel and Mattfeld, Patrick and Bergs, Thomas}
}

@Article { 2018-stoffers-on-automated-memoization,
   title = {On Automated Memoization in the Field of Simulation Parameter Studies},
   journal = {ACM Transactions on Modeling and Computer Simulation (TOMACS)},
   year = {2018},
   month = {10},
   volume = {28},
   number = {4},
   number2 = {Article 26},
   pages = {26:1-26:25},
   tags = {memosim,symbiosys},
   url = {file:2213},
   DOI = {10.1145/3186316},
   reviewed = {1},
   author = {Stoffers, Mirko and Schemmel, Daniel and Soria Dustmann, Oscar and Wehrle, Klaus}
}

@Inproceedings { 2018-hiller-lcn-lowlatencyiiot,
   title = {Secure Low Latency Communication for Constrained Industrial IoT Scenarios},
   year = {2018},
   month = {10},
   tags = {connect,iop,nerd-nrw},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-hiller-lcn-secure_low_latency_communication_iiot.pdf},
   publisher = {IEEE},
   booktitle = {43rd IEEE Conference on Local Computer Networks (LCN), Chicago, USA},
   event_place = {Chicago, USA},
   event_name = {43nd IEEE Conference on Local Computer Networks (LCN)},
   event_date = {October 1-4, 2018},
   language = {en},
   ISBN = {978-1-5386-4413-3},
   DOI = {10.1109/LCN.2018.8638027},
   reviewed = {1},
   author = {Hiller, Jens and Henze, Martin and Serror, Martin and Wagner, Eric and Richter, Jan Niklas and Wehrle, Klaus}
}

@Inproceedings { 2018-serror-ares-iotsec,
   title = {Towards In-Network Security for Smart Homes},
   year = {2018},
   month = {8},
   day = {27},
   tags = {consent, iotrust},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-serror-iotsecfor-in-network-security.pdf},
   publisher = {ACM},
   howpublished = {online},
   booktitle = {Proceedings of the 2nd International Workshop on Security and Forensics of IoT (IoT-SECFOR), co-located with the 13th International Conference on Availability, Reliability and Security (ARES 2018), Hamburg, Germany},
   event_place = {Hamburg, Germany},
   event_name = {International Conference on Availability, Reliability and Security},
   event_date = {August 27--30, 2018},
   ISBN = {978-1-4503-6448-5},
   DOI = {10.1145/3230833.3232802},
   reviewed = {1},
   author = {Serror, Martin and Henze, Martin and Hack, Sacha and Schuba, Marko and Wehrle, Klaus}
}

@Inproceedings { 2018-krude-circuit,
   title = {Circuit Switched VM Networks for Zero-Copy IO},
   year = {2018},
   month = {8},
   day = {20},
   pages = {1-7},
   tags = {maki},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-krude-xocks.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the 2018 Afternoon Workshop on Kernel Bypassing Networks (KBNets'18)},
   event_place = {Budapest, Hungary},
   event_name = {Afternoon Workshop on Kernel Bypassing Networks},
   event_date = {20.8.2018},
   DOI = {10.1145/3229538.3229539},
   reviewed = {1},
   author = {Krude, Johannes and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2018-rueth-reflexnetcompute,
   title = {Towards In-Network Industrial Feedback Control},
   year = {2018},
   month = {8},
   day = {20},
   tags = {reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-rueth-reflexnetcompute.pdf},
   publisher = {ACM},
   booktitle = {Proceedings of the ACM SIGCOMM 2018 1st Workshop on In-Network Computing (NetCompute '18)},
   event_place = {Budapest, Hungary},
   event_name = {ACM SIGCOMM 2018 1st Workshop on In-Network Computing (NetCompute 2018)},
   event_date = {20.08.2018},
   DOI = {10.1145/3229591.3229592},
   reviewed = {1},
   author = {R{\"u}th, Jan and Glebke, Ren{\'e} and Wehrle, Klaus and Causevic, Vedad and Hirche, Sandra}
}

@Article { 2018-serror-tvt-fb,
   title = {Finite Blocklength Performance of Cooperative Multi-Terminal Wireless Industrial Networks},
   journal = {IEEE Transactions on Vehicular Technology},
   year = {2018},
   month = {7},
   volume = {67},
   number = {7},
   pages = {5778-5792},
   tags = {koi},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-serror-tvt-fbl-performance.pdf},
   publisher = {IEEE},
   howpublished = {online},
   ISSN = {0018-9545},
   DOI = {10.1109/TVT.2018.2794178},
   reviewed = {1},
   author = {Hu, Yulin and Serror, Martin and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2018-serror-wowmom-relaying,
   title = {Practical Evaluation of Cooperative Communication for Ultra-Reliability and Low-Latency},
   year = {2018},
   month = {6},
   day = {11},
   tags = {iop},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-serror-wowmom-relaying.pdf},
   publisher = {IEEE},
   howpublished = {online},
   booktitle = {19th IEEE International Symposium on ''A World of Wireless, Mobile and Multimedia Networks'' (IEEE WoWMoM 2018), Chania, Greece},
   event_place = {Chania, Crete, Greece},
   event_name = {WoWMoM},
   event_date = {June 12-15, 2018},
   ISBN = {978-1-5386-4725-7},
   DOI = {10.1109/WoWMoM.2018.8449807},
   reviewed = {1},
   author = {Serror, Martin and Vaa{\ss}en, Sebastian and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2018-rueth-reflexdemo,
   title = {Demo: Towards In-Network Processing for Low-Latency Industrial Control},
   year = {2018},
   month = {4},
   day = {15},
   tags = {reflexes},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2018/2018-rueth-reflexdemo.pdf},
   publisher = {IEEE Computer Society},
   booktitle = {In Proceedings of IEEE INFOCOM 2018 - IEEE Conference on Computer Communications},
   event_place = {Honolulu, HI, USA},
   event_name = {International Conference on Computer Communications (INFOCOM)},
   event_date = {15.04.2018 - 19.04.2018},
   language = {en},
   DOI = {10.1109/INFCOMW.2018.8406844},
   reviewed = {1},
   author = {R{\"u}th, Jan and Glebke, Ren{\'e} and Ulmen, Tanja and Wehrle, Klaus}
}

@Inproceedings { 2018-cpsbench-schemmel-equiv,
   title = {Towards Benchmark Optimization by Automated Equivalence Detection},
   year = {2018},
   month = {4},
   day = {10},
   tags = {symbiosys,reflexes},
   url = {file:2196},
   booktitle = {Proceedings of the 1st Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench'18)},
   event_place = {Porto, Portugal},
   event_name = {1st Workshop on Benchmarking Cyber-Physical Networks and Systems},
   event_date = {2018-04-10},
   ISBN = {978-1-5386-6742-2},
   DOI = {10.1109/CPSBench.2018.00011},
   reviewed = {1},
   author = {Schemmel, Daniel and Glebke, Ren{\'e} and Stoffers, Mirko and Wehrle, Klaus}
}

@Inproceedings { 2017-poormohammady,
   title = {Dynamic Algorithm Selection for the Logic of Tasks in IoT Stream Processing Systems},
   journal = {13th International Conference on Network and Service Management},
   year = {2017},
   month = {11},
   day = {26},
   misc2 = {Online},
   publisher = {IEEE},
   booktitle = {13th International Conference on Network and Service Management, Tokyo, Japan},
   language = {en},
   DOI = {10.23919/CNSM.2017.8256009},
   reviewed = {1},
   author = {Poormohammady, Ehsan and Reelfs, Jens Helge and Stoffers, Mirko and Wehrle, Klaus and Papageorgiou, Apostolos}
}

@Inproceedings { 2017-henze-mobiquitous-comparison,
   title = {Privacy-preserving Comparison of Cloud Exposure Induced by Mobile Apps},
   year = {2017},
   month = {11},
   day = {7},
   pages = {543-544},
   tags = {trinics},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2017/2017-henze-mobiquitous-comparison.pdf},
   misc2 = {Online},
   publisher = {ACM},
   booktitle = {Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous) - Poster Session, Melbourne, VIC, Australia},
   language = {en},
   ISBN = {978-1-4503-5368-7},
   DOI = {10.1145/3144457.3144511},
   reviewed = {1},
   author = {Henze, Martin and Inaba, Ritsuma and Fink, Ina Berenice and Ziegeldorf, Jan Henrik}
}

@Inproceedings { 2017-stoffers-dsrt-memo-ident,
   title = {Automated Memoization: Automatically Identifying Memoization Units in Simulation Parameter Studies},
   year = {2017},
   month = {10},
   day = {18},
   pages = {33-42},
   keywords = {Automatic Memoization; Accelerating Parameter Studies; Performance Prediction},
   tags = {memosim,symbiosys},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2017/2017-stoffers-dsrt-memo-ident.pdf},
   misc2 = {Online},
   publisher = {IEEE},
   booktitle = {Proceedings of the 21st IEEE/ACM International Symposium on
Distributed Simulation and Real Time Applications (DS-RT 2017), Rome, Italy},
   event_place = {Rome, Italy},
   language = {en},
   DOI = {10.1109/DISTRA.2017.8167664},
   reviewed = {1},
   author = {Stoffers, Mirko and Bettermann, Ralf and Wehrle, Klaus}
}

@Conference { 2017-fink-brainlab-gmds,
   title = {BrainLab - Ein Framework f{\"u}r mobile neurologische Untersuchungen},
   year = {2017},
   month = {8},
   day = {29},
   note = {Best Abstract Award},
   web_url = {https://www.egms.de/static/en/meetings/gmds2017/17gmds137.shtml},
   web_url_date = {06.09.19},
   publisher = {German Medical Science GMS Publishing House (2017)},
   booktitle = {62. Jahrestagung der Deutschen Gesellschaft f{\"u}r Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS).},
   event_place = {Oldenburg},
   event_name = {GMDS 2017},
   event_date = {17-21 September 2017},
   DOI = {10.3205/17gmds137},
   reviewed = {1},
   author = {Fink, Ina Berenice and Hankammer, Bernd and Stopinski, Thomas and Titgemeyer, Yannic and Ramos, Roann and Kutafina, Ekaterina and Bitsch, J{\'o} Agila and Jonas, Stephan Michael}
}

@Phdthesis { phd-dombrowski,
   title = {Design and Evaluation of an Ultra-Reliable Low-Latency Wireless Network Protocol},
   year = {2017},
   month = {6},
   day = {14},
   publisher = {Shaker Verlag GmbH},
   address = {Shaker Verlag GmbH, Herzogenrath, Germany},
   series = {Reports on Communications and Distributed Systems},
   school = {RWTH Aachen University},
   type = {Dissertation},
   ISBN = {978-3-8440-5510-8},
   author = {Dombrowski, Christian}
}

@Article { dombrowski-vdi,
   title = {Funktechnologien f{\"u}r Industrie 4.0},
   journal = {VDE Positionspapier},
   year = {2017},
   month = {6},
   day = {1},
   publisher = {VDE - Verband der Elektrotechnik, Elektronik, Informationstechnik e.V.},
   address = {Stresemannallee 15, 60596 Frankfurt am Main, Germany},
   author = {Aktas, Ismet and Bentkus, Alexander and Bonanati, Florian and Dekorsy, Armin and Dombrowski, Christian and Doubrava, Michael and Golestani, Ali and Hofmann, Frank and Heidrich, Mike and Hiensch, Stefan and Kays, R{\"u}diger and Meyer, Michael and M{\"u}ller, Andreas and ten Brink, Stephan and Petreska, Neda and Popovic, Milan and Rauchhaupt, Lutz and Saad, Ahmad and Schotten, Hans and W{\"o}ste, Christoph and Wolff, Ingo}
}

@Inproceedings { 2017-serror-pads-cows,
   title = {Code-transparent Discrete Event Simulation for Time-accurate Wireless Prototyping},
   year = {2017},
   month = {5},
   day = {24},
   tags = {memosim,symbiosys},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2017/2017-serror-pads-cows.pdf},
   publisher = {ACM},
   howpublished = {online},
   booktitle = {Proceedings of the 5th ACM SIGSIM/PADS Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’17), Singapore, Singapore},
   event_place = {Singapore, Singapore},
   event_name = {5th ACM SIGSIM/PADS Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’17)},
   event_date = {May 24-26, 2017},
   ISBN = {978-1-4503-4489-0},
   DOI = {10.1145/3064911.3064913},
   reviewed = {1},
   author = {Serror, Martin and Kirchhof, J{\"o}rg Christian and Stoffers, Mirko and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2017-serror-ew-koi,
   title = {From Radio Design to System Evaluations for Ultra-Reliable and Low-Latency Communication},
   year = {2017},
   month = {5},
   day = {17},
   tags = {koi},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2017/2017-serror-radio-design-ew17.pdf},
   publisher = {IEEE},
   booktitle = {Proc. of 23rd European Wireless Conference (EW17), Dresden, Germany},
   event_place = {Dresden, Germany},
   event_name = {Proc. of 23rd European Wireless Conference (EW17)},
   event_date = {17.-19. May 2017},
   reviewed = {1},
   author = {Ashraf, Shehzad Ali and Wang, Y.-P. Eric and Eldessoki, Sameh and Holfeld, Bernd and Parruca, Donald and Serror, Martin and Gross, James}
}

@Conference { 2017-fink-brainlab,
   title = {BrainLab – towards mobile brain research},
   year = {2017},
   month = {4},
   day = {24},
   pages = {2},
   url = {/fileadmin/papers/2017/2017-fink-brainlab.pdf},
   web_url2 = {http://informaticsforhealth.org/wp-content/uploads/2017/04/IFH2017-Digital-Programme.pdf},
   web_url2_date = {2017-05-09},
   misc2 = {Online},
   booktitle = {Informatics for Health 2017, Manchester UK},
   event_place = {Manchester, UK},
   event_name = {Informatics for Health 2017, Manchester UK},
   event_date = {24-26 April 2017},
   language = {en},
   reviewed = {1},
   author = {Fink, Ina Berenice and Hankammer, Bernd and Stopinsky, Thomas and Ramos, Roann and Kutafina, Ekaterina and Bitsch Link, J{\'o} Agila and Jonas, Stephan}
}

@Proceedings { 2017-serror-netsys-industrial,
   title = {Demo: A Realistic Use-case for Wireless Industrial Automation and Control},
   year = {2017},
   month = {3},
   day = {16},
   tags = {koi},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2017/Ansari_et_al_Wireless_Industrial_Automation_Demo_NetSys_2017.pdf},
   publisher = {IEEE},
   event_place = {G{\"o}ttingen, Germany},
   event_name = {International Conference on Networked Systems (NetSys 2017)},
   DOI = {10.1109/NetSys.2017.7931496},
   reviewed = {1},
   author = {Ansari, Junaid and Aktas, Ismet and Brecher, Christian and Pallasch, Christoph and Hoffmann, Nicolai and Obdenbusch, Markus and Serror, Martin and Wehrle, Klaus and Gross, James}
}

@Incollection { 2016-iiot-rueth-comm,
   title = {Communication and Networking for the Industrial Internet of Things},
   year = {2017},
   pages = {317-346},
   misc2 = {Online},
   editor = {Jeschke, Sabina and Brecher, Christian and Song, Houbing and Rawat, Danda B.},
   publisher = {Springer},
   booktitle = {Industrial Internet of Things},
   language = {en},
   ISBN = {978-3-319-42558-0},
   DOI = {10.1007/978-3-319-42559-7_12},
   reviewed = {1},
   author = {R{\"u}th, Jan and Schmidt, Florian and Serror, Martin and Wehrle, Klaus and Zimmermann, Torsten}
}

@Inproceedings { DombrowskiSRDS16,
   title = {Model-Checking Assisted Protocol Design for Ultra-reliable Low-Latency Wireless Networks},
   year = {2016},
   month = {9},
   day = {27},
   pages = {307--316},
   keywords = {fault tolerance;formal verification;protocols;wireless channels;EchoRing protocol;fault-tolerant methods;formal model-based verification;model-checking assisted protocol;probabilistic model checking;reliability constraints;safety-critical industrial applications;salient features;token loss;token-based system;ultrareliable low-latency wireless networks;unprecedented latency;wireless networking community;wireless protocols;wireless token-passing systems;Automata;Model checking;Payloads;Probabilistic logic;Protocols;Reliability;Wireless communication;Model checking;Probabilistic timed automata;Token passing;Wireless Industrial Networks;tool-assisted protocol design;validation},
   tags = {cps,hodrian},
   web_url = {http://ieeexplore.ieee.org/document/7794360/},
   booktitle = {Proc. of IEEE 35th Symposium on Reliable Distributed Systems},
   organization = {IEEE},
   event_place = {Budapest, Hungary},
   event_name = {IEEE 35th Symposium on Reliable Distributed Systems (SRDS)},
   DOI = {10.1109/SRDS.2016.048},
   reviewed = {1},
   author = {Dombrowski, Christian and Junges, Sebastian and Katoen, Joost-Pieter and Gross, James}
}

@Inproceedings { 2016-serror-wowmom-arq,
   title = {Performance Analysis of Cooperative ARQ Systems for Wireless Industrial
Networks},
   year = {2016},
   month = {6},
   day = {21},
   tags = {koi},
   publisher = {IEEE},
   howpublished = {online},
   booktitle = {17th IEEE International Symposium on a World of Wireless, Mobile and
Multimedia Networks (IEEE WoWMoM 2016), Coimbra, Portugal},
   event_place = {Coimbra, Portugal},
   language = {en},
   DOI = {10.1109/WoWMoM.2016.7523534},
   reviewed = {1},
   author = {Serror, Martin and Hu, Yulin and Dombrowski, Christian and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2016-stoffers-pads-memo,
   title = {Automated Memoization for Parameter Studies Implemented in Impure Languages},
   year = {2016},
   month = {5},
   day = {15},
   pages = {221-232},
   note = {Best Paper Award},
   keywords = {Automatic Memoization; Accelerating Parameter Studies;
Impure Languages},
   tags = {memosim,symbiosys},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2016/2016-stoffers-pads-memoization.pdf},
   misc2 = {Online},
   publisher = {ACM},
   address = {New York, NY},
   booktitle = {Proceedings of the 4th ACM SIGSIM/PADS Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’16), Banff, AB, Canada},
   event_place = {Banff, AB, Canada},
   language = {en},
   DOI = {10.1145/2901378.2901386},
   reviewed = {1},
   author = {Stoffers, Mirko and Schemmel, Daniel and Soria Dustmann, Oscar and Wehrle, Klaus}
}

@Thesis { 2016-fink-ba,
   title = {Mobile EEG presentation framework},
   year = {2016},
   month = {5},
   institute = {Communication and Distributed Systems, RWTH Aachen University, Germany},
   type = {Bachelor Thesis},
   reviewed = {1},
   author = {Fink, Ina Berenice}
}

@Article { 2016-kunz-tomacs-horizon,
   title = {Parallel Expanded Event Simulation of Tightly Coupled Systems},
   journal = {ACM Transactions on Modeling and Computer Simulation (TOMACS)},
   year = {2016},
   month = {1},
   volume = {26},
   number = {2},
   pages = {12:1--12:26},
   abstract = {The technical evolution of wireless communication technology and the need for accurately modeling these increasingly complex systems causes a steady growth in the complexity of simulation models. At the same time, multi-core systems have become the de facto standard hardware platform. Unfortunately, wireless systems pose a particular challenge for parallel execution due to a tight coupling of network entities in space and time. Moreover, model developers are often domain experts with no in-depth understanding of parallel and distributed simulation. In combination, both aspects severely limit the performance and the efficiency of existing parallelization techniques.

We address these challenges by presenting parallel expanded event simulation, a novel modeling paradigm that extends discrete events with durations which span a period in simulated time. The resulting expanded events form the basis for a conservative synchronization scheme that considers overlapping expanded events eligible for parallel processing. We furthermore put these concepts into practice by implementing Horizon, a parallel expanded event simulation framework specifically tailored to the characteristics of multi-core systems. Our evaluation shows that Horizon achieves considerable speedups in synthetic as well as real-world simulation models and considerably outperforms the current state-of-the-art in distributed simulation.},
   keywords = {Parallel discrete event simulation, Multi-core Systems, Wireless Systems, Simulation Modeling Paradigm, Conservative Synchronization},
   tags = {horizon},
   publisher = {ACM},
   language = {en},
   DOI = {10.1145/2832909},
   reviewed = {1},
   author = {Kunz, Georg and Stoffers, Mirko and Landsiedel, Olaf and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2015-serror-channel-coding,
   title = {Channel Coding Versus Cooperative ARQ: Reducing Outage Probability in
Ultra-Low Latency Wireless Communications},
   year = {2015},
   month = {12},
   tags = {koi},
   url = {file:1704},
   publisher = {IEEE},
   howpublished = {online},
   booktitle = {IEEE GC 2015 Workshop on Ultra-Low Latency and Ultra-High Reliability in
Wireless Communications (GC'15 - ULTRA2), San Diego, USA},
   event_place = {San Diego, USA},
   event_name = {IEEE GC 2015 Workshop on Ultra-Low Latency and Ultra-High Reliability in Wireless Communications},
   event_date = {December 6-10 2015},
   DOI = {10.1109/GLOCOMW.2015.7414150},
   reviewed = {1},
   author = {Serror, Martin and Dombrowski, Christian and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2015-stoffers-mswim-data-deps,
   title = {Data Dependency based Parallel Simulation of Wireless Networks},
   year = {2015},
   month = {11},
   day = {2},
   pages = {291-300},
   abstract = {Simulation of wireless systems is highly complex and can only be efficient if the simulation is executed in parallel. To this end, independent events have to be identified to enable their simultaneous execution. Hence, the number of events identified as independent needs to be maximized in order to increase the level of parallelism. Traditionally, dependencies are determined only by time and location of events: If two events take place on the same simulation entity, they must be simulated in timestamp order. Our approach to overcome this limitation is to also investigate data-dependencies between events. This enables event reordering and parallelization even for events at the same simulation entity. To this end, we design the simulation language PSimLa, which aids this process. In this paper, we discuss the PSimLa design and compiler as well as our data-dependency analysis approach in detail and present case studies of wireless network models, speeded up by a factor of 10 on 12 cores where time-based parallelization only achieves a 1.6x speedup.},
   note = {Best Paper Award},
   keywords = {Parallel simulation; Static code analysis; Data dependencies},
   tags = {horizon},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-stoffers-mswim-data-deps.pdf},
   misc2 = {Online},
   publisher = {ACM},
   address = {New York, NY},
   booktitle = {Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Canc{\'u}n, Mexico (MSWiM'15)},
   event_place = {Canc{\'u}n, Mexico},
   language = {en},
   DOI = {10.1145/2811587.2811593},
   reviewed = {1},
   author = {Stoffers, Mirko and Sehy, Torsten and Gross, James and Wehrle, Klaus}
}

@Inproceedings { 2015-wirtz-wifi-sharing,
   title = {Collaborative On-demand Wi-Fi Sharing},
   year = {2015},
   month = {10},
   pages = {19-27},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-wirtz-lcn-cows.pdf},
   misc2 = {Online},
   publisher = {IEEE},
   booktitle = {40th IEEE Conference on Local Computer Networks (LCN), Clearwater Beach, USA},
   event_place = {Clearwater Beach, Florida, USA},
   event_name = {40th IEEE Conference on Local Computer Networks (LCN)},
   event_date = {October 26-29 2015},
   language = {en},
   DOI = {10.1109/LCN.2015.7366279},
   reviewed = {1},
   author = {Wirtz, Hanno and Zimmermann, Torsten and Serror, Martin and Wehrle, Klaus}
}

@Poster { serror-zdn-2015,
   title = {How to Benefit from Cooperation in Latency-Constrained Wireless Communications},
   year = {2015},
   month = {9},
   day = {25},
   tags = {cps,koi,hodrian},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-serror-zdn-cooperation.pdf},
   web_url = {http://kn.inf.uni-tuebingen.de/itg-zdn-2015-poster-session},
   publisher = {VDE},
   howpublished = {online},
   organization = {ITG-Fachtagung ''Zukunft der Netze 2015'' – Poster Session, T{\"u}bingen, Germany},
   event_place = {T{\"u}bingen, Germany},
   author = {Serror, Martin and Dombrowski, Christian and Wehrle, Klaus and Gross, James}
}

@Inproceedings { 2015-schmidt-santa,
   title = {Santa: Faster Packet Delivery for Commonly Wished Replies [Poster Abstract]},
   year = {2015},
   month = {8},
   day = {19},
   tags = {ssiclops},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-schmidt-sigcomm-santa.pdf},
   misc2 = {Online},
   publisher = {ACM},
   booktitle = {Proceedings of the 43rd ACM SIGCOMM Conference (SIGCOMM '15), London, United Kingdom},
   event_place = {London, United Kingdom},
   event_name = {43rd ACM SIGCOMM Conference (SIGCOMM '15)},
   event_date = {17–21 August, 2015},
   language = {en},
   DOI = {10.1145/2785956.2790014},
   reviewed = {1},
   author = {Schmidt, Florian and Hohlfeld, Oliver and Glebke, Ren{\'e} and Wehrle, Klaus}
}

@Inproceedings { 2015-wirtz-secon,
   title = {Enabling Ubiquitous Interaction with Smart Things},
   year = {2015},
   month = {6},
   day = {24},
   pages = {256-264},
   tags = {maki},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-wirtz-secon-stif.pdf},
   web_url = {http://www.comsys.rwth-aachen.de/short/secon15-stif},
   misc2 = {Online},
   publisher = {IEEE},
   booktitle = {12th IEEE International Conference on Sensing, Communication, and Networking (SECON 2015), Seattle, USA},
   event_place = {Seattle, USA},
   event_name = {12th IEEE International Conference on Sensing, Communication, and Networking (SECON 2015)},
   event_date = {22.06.2015 - 25.06.2015},
   language = {en},
   DOI = {10.1109/SAHCN.2015.7338324},
   reviewed = {1},
   author = {Wirtz, Hanno and R{\"u}th, Jan and Serror, Martin and Zimmermann, Torsten and Wehrle, Klaus}
}

@Inproceedings { 2015-wowmom-schumacher-warpsim,
   title = {WARPsim: A Code-Transparent Network Simulator for WARP Devices},
   year = {2015},
   month = {6},
   day = {14},
   tags = {cps,koi},
   url = {file:1688},
   publisher = {IEEE},
   howpublished = {online},
   booktitle = {16th IEEE International Symposium on a World of Wireless, Mobile and
Multimedia Networks: Demos (IEEE WoWMoM 2015 - Demos), Boston, USA},
   event_place = {Boston, USA},
   event_name = {IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks},
   event_date = {14.-17. June 2015},
   DOI = {10.1109/WoWMoM.2015.7158181},
   reviewed = {1},
   author = {Schumacher, Andreas and Serror, Martin and Dombrowski, Christian and Gross, James}
}

@Inproceedings { 2015-stoffers-pads-data-deps,
   title = {Analyzing Data Dependencies for Increased Parallelism in Discrete Event Simulation},
   year = {2015},
   month = {6},
   day = {10},
   pages = {73-74},
   tags = {horizon},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-stoffers-pads-data-deps.pdf},
   misc2 = {Online},
   publisher = {ACM},
   address = {New York, NY},
   booktitle = {Proceedings of the 3rd ACM SIGSIM/PADS Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’15), London, United Kingdom},
   event_place = {London, United Kingdom},
   language = {en},
   DOI = {10.1145/2769458.2769487},
   reviewed = {1},
   author = {Stoffers, Mirko and Sehy, Torsten and Gross, James and Wehrle, Klaus}
}

@Inproceedings { Dombrowski2015EW,
   title = {EchoRing: A Low-Latency, Reliable Token-Passing MAC Protocol for Wireless Industrial Networks},
   year = {2015},
   month = {5},
   day = {20},
   abstract = {Spurred by recent industrial trends, such as factory automation or phase synchronization in the smart grid, there is a significant interest for wireless industrial networks lately. In contrast to traditional applications, the focus is on carrying out communication at very short latencies together with high reliabilities. Meeting such extreme requirements with wireless networks is challenging. A potential candidate for such a network is a token-passing protocol, as it allows to bound latencies. However, it lacks mechanisms to cope with the dynamics of wireless channels. In this paper, we present EchoRing, a novel wireless token-passing protocol. Cooperative communication and an improved fault tolerance allow this decentralized protocol to support industrial applications over wireless networks. Based on experimental results, we demonstrate the suitability of EchoRing to support demands of industrial applications. EchoRing outperforms other schemes by several orders of magnitude in terms of reliability for latencies of and below 10ms.},
   keywords = {Protocols and architectures for wireless networks; Testbeds and experimental wireless systems; Reliability: robust and dependable wireless systems},
   tags = {cps,hodrian},
   publisher = {IEEE},
   booktitle = {Proc. of 21st European Wireless Conference (EW15)},
   event_place = {Budapest, Hungary},
   event_name = {European Wireless Conference (EW)},
   event_date = {20/05/2015},
   ISBN = {978-3-8007-3976-9},
   author = {Dombrowski, Christian and Gross, James}
}

@Inproceedings { virtualcoordinate_li_lin_stoffers_gross_2015,
   title = {Channel-Aware Virtual Coordinates Assignment Protocol and Routing in Multi-Hop Cognitive Radio Network},
   year = {2015},
   month = {5},
   day = {20},
   url = {http://dl.ifip.org/db/conf/networking/networking2015/1570067591.pdf},
   misc2 = {Online},
   publisher = {IFIP},
   address = {Laxenburg, Austria},
   booktitle = {Proc. of the 14th International IFIP TC6 Networking Conference (NETWORKING'15), Toulouse, France},
   event_place = {Toulouse, France},
   language = {en},
   DOI = {10.1109/IFIPNetworking.2015.7145337},
   reviewed = {1},
   author = {Li, Di and Lin, Zhichao and Stoffers, Mirko and Gross, James}
}

@Inproceedings { Dombrowski2015NetSys,
   title = {EchoRing: Meeting Hard Real-Time Constraints with Decentralized Wireless Networks},
   year = {2015},
   month = {3},
   day = {9},
   pages = {1--3},
   tags = {cps,hodrian},
   url = {http://www.netsys2015.com/wp-content/uploads/NetSys2015_Demo_Dombrowski.pdf},
   web_url = {http://www.netsys2015.com/program/demonstrations/},
   web_url2 = {http://www.netsys2015.com/communication-software-awards/},
   misc = {2nd Place Regular Demonstrations},
   publisher = {IEEE},
   booktitle = {Proc. of 2nd International Conference on Networked Systems, Demonstrations (NetSys15)},
   event_place = {Cottbus, Germany},
   event_name = {Conference on Networked Systems (NetSys) - Demo Session},
   event_date = {09/03/2015},
   reviewed = {1},
   author = {Dombrowski, Christian and Gross, James}
}

@Conference { Schumacher2014,
   title = {A Code-transparent MAC Simulator for WARP},
   year = {2014},
   month = {11},
   day = {19},
   tags = {hodrian,cps},
   booktitle = {Proc. of European workshop on testbed based wireless research},
   event_place = {Stockholm, Sweden},
   event_name = {European workshop on testbed based wireless research},
   event_date = {19/11/2014},
   author = {Schumacher, Andreas and Dombrowski, Christian and Gross, James}
}

@Inproceedings { 2014-chants-wirtz-disco,
   title = {Opportunistic Interaction in the Challenged Internet of Things},
   year = {2014},
   month = {9},
   day = {7},
   pages = {1-8},
   url = {fileadmin/papers/2014/2014-wirtz-chants-challenged_iot.pdf},
   misc2 = {online},
   publisher = {ACM},
   booktitle = {Proceedings of the 9th ACM MobiCom Workshop on Challenged Networks (CHANTS 2014), Maui, USA},
   event_place = {Maui, Hawaii, USA},
   event_name = {Proceedings of the 9th ACM MobiCom Workshop on Challenged Networks (CHANTS 2014)},
   event_date = {7 September 2014},
   language = {en},
   ISBN = {978-1-4503-3071-8},
   DOI = {10.1145/2645672.2645679},
   reviewed = {1},
   author = {Wirtz, Hanno and R{\"u}th, Jan and Serror, Martin and Bitsch Link, J{\'o} Agila and Wehrle, Klaus}
}

@Inproceedings { 2014-stoffers-omnet-parallel-inet,
   title = {Enabling Distributed Simulation of OMNeT++ INET Models},
   year = {2014},
   month = {9},
   day = {3},
   url = {http://arxiv.org/pdf/1409.0994},
   misc = {arXiv:1409.0994},
   misc2 = {Online},
   publisher = {Cornell University},
   address = {Ithaca, New York, United States},
   booktitle = {Proceedings of the 1st OMNeT++ Community Summit, Hamburg, Germany},
   event_place = {Hamburg, Germany},
   language = {en},
   author = {Stoffers, Mirko and Bettermann, Ralf and Gross, James and Wehrle, Klaus}
}

@Inproceedings { 2014-stoffers-simutools-distributed-horizon,
   title = {Large-Scale Network Simulation: Leveraging the Strengths of Modern SMP-based Compute Clusters},
   year = {2014},
   month = {3},
   day = {17},
   pages = {31-40},
   tags = {horizon},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2014/2014-stoffers-simutools-distributed-horizon.pdf},
   misc2 = {Online},
   publisher = {ICST},
   address = {Brussels, Belgium},
   booktitle = {Proceedings of the 7th International ICST Conference on Simulation Tools and Techniques (SIMUTools'14), Lisbon, Portugal},
   event_place = {Lisbon, Portugal},
   language = {en},
   ISBN = {978-1-63190-007-5},
   DOI = {10.4108/icst.simutools.2014.254622},
   reviewed = {1},
   author = {Stoffers, Mirko and Schmerling, Sascha and Kunz, Georg and Gross, James and Wehrle, Klaus}
}

@Inproceedings { Dombrowski2013WiOpt,
   title = {Energy-Efficient Multi-Hop Transmission for Machine-to-Machine Communications},
   year = {2013},
   month = {5},
   day = {13},
   pages = {341-348},
   keywords = {energy minimization;quality-of-service;outage probability;deadline;optimization;multi-hop;average csi;instantaneous csi},
   booktitle = {11th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2013)},
   event_place = {Tsukuba Science City, Japan},
   language = {English},
   reviewed = {1},
   author = {Dombrowski, Christian and Petreska, Neda and G{\"o}rtzen, Simon and Schmeink, Anke and Gross, James}
}

@Inbook { 2013-book-weingaertner-benchmarking-p2p,
   title = {Benchmarking Peer-to-Peer Systems
Understanding Quality of Service in Large-Scale Distributed Systems},
   year = {2013},
   volume = {7847},
   pages = {69-79},
   web_url = {http://link.springer.com/chapter/10.1007/978-3-642-38673-2_5},
   web_url_date = {2016-11-11},
   misc2 = {Print},
   editor = {Effelsberg, Wolfgang and Steinmetz, Ralf and Strufe, Thorsten},
   publisher = {Springer},
   series = {Lecture Notes in Computer Science},
   chapter = {Content Delivery Overlays},
   language = {EN},
   ISBN = {978-3-642-38672-5},
   DOI = {10.1007/978-3-642-38673-2_5},
   author = {Weingaertner, Elias and Glebke, Ren{\'e} and Hocks, Alexander}
}

@Article { 2012-stoffers-pik-probabilistic-sync,
   title = {Behavior-aware Probabilistic Synchronization in Parallel Simulations and the Influence of the Simulation Model},
   journal = {Praxis der Informationsverarbeitung und Kommunikation (PIK Journal)},
   year = {2012},
   month = {11},
   volume = {35},
   number = {4},
   pages = {297--304},
   tags = {horizon},
   url = {http://www.comsys.rwth-aachen.de/fileadmin/papers/2012/2012-stoffers-probabilistic-sync.pdf},
   web_url = {http://www.degruyter.com/view/j/piko-2012-35-issue-4/pik-2012-0042/pik-2012-0042.xml?format=INT},
   misc2 = {Print},
   editor = {Otto Spaniol},
   publisher = {De Gruyter},
   language = {en},
   ISSN = {0930-5157},
   DOI = {10.1515/pik-2012-0042},
   author = {Stoffers, Mirko}
}

@Inproceedings { 2012-mass-wirtz-dlsd,
   title = {DHT-based Localized Service Discovery in Wireless Mesh Networks},
   year = {2012},
   month = {10},
   pages = {10 S.},
   url = {fileadmin/papers/2012/2012-mass-wirtz-dlsd.pdf},
   misc2 = {Online},
   publisher = {IEEE Computer Society},
   address = {Washington, DC, USA},
   booktitle = {Proceedings of The Ninth IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2012), October 8-11 2012, Las Vegas, NV, USA},
   event_place = {Las Vegas, USA},
   event_name = {Ninth IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2012)},
   event_date = {8-11 October 2012},
   language = {en},
   ISBN = {978-1-4673-2433-5},
   DOI = {10.1109/MASS.2012.6502498},
   reviewed = {1},
   author = {Wirtz, Hanno and Heer, Tobias and Serror, Martin and Wehrle, Klaus}
}

@Inproceedings { 2012-stoffers-mascots-ns3-propagation-models,
   title = {Comparing the ns–3 Propagation Models},
   year = {2012},
   month = {8},
   pages = {61--67},
   tags = {nonRWTH},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2012/2012-stoffers-ns3-propagation-models.pdf},
   web_url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6298165},
   misc2 = {Print},
   publisher = {IEEE},
   booktitle = {Proceedings of the 20th Annual Meeting of the IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS'12), Washington D.C., USA},
   event_place = {Washington D.C., USA},
   event_name = {20th Annual Meeting of the IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS'10)},
   language = {en},
   ISBN = {978-1-4673-2453-3},
   DOI = {10.1109/MASCOTS.2012.17},
   reviewed = {1},
   author = {Stoffers, Mirko and Riley, George}
}

@Inproceedings { 2012-stoffers-pads-hybrid-simulation,
   title = {Hybrid Simulation of Packet-Level Networks and Functional-Level Routers},
   year = {2012},
   month = {7},
   pages = {111--119},
   tags = {nonRWTH},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2012/2012-stoffers-hybrid-simulation.pdf},
   web_url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6305897},
   misc2 = {Print},
   publisher = {IEEE},
   booktitle = {Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation (PADS'12), Zhangjiajie, China},
   event_place = {Zhangjiajie, China},
   language = {en},
   ISBN = {978-0-7695-4714-5},
   ISSN = {1087-4097},
   DOI = {10.1109/PADS.2012.22},
   reviewed = {1},
   author = {Stoffers, Mirko and Riley, George}
}

@Conference { 2012-wns3-weingaertner-glebke-vodsim,
   title = {Building a modular BitTorrent model for ns-3},
   year = {2012},
   month = {3},
   day = {26},
   pages = {373-344},
   abstract = {Over the past decade BitTorrent has established itself as the virtual standard for P2P file sharing in the Internet. However, it is currently not possible to investigate BitTorrent with ns-3 due to the unavailability of an according application model. In this paper we eliminate this burden. We present a highly modular BitTorrent model which allows for the easy simulation of different BitTorrent systems such as file sharing as well as present and future BitTorrent-based Video-on-Demand systems.},
   note = {Best Paper Award, Best Student Paper Award},
   web_url = {http://dl.acm.org/citation.cfm?id=2263019.2263073},
   publisher = {ICST},
   address = {Brussels, Belgium},
   booktitle = {Proceedings of the 2012 workshop on ns-3 (WNS3 2012), 26 March 2012, Desenzano del Garda, Italy},
   event_place = {Desenzano del Garda, Italy},
   event_name = {Proceedings of the 2012 workshop on ns-3 (WNS3 2012)},
   ISBN = {978-1-4503-1510-4},
   reviewed = {1},
   author = {Weingaertner, Elias and Glebke, Ren{\'e} and Lang, Martin and Wehrle, Klaus}
}

@Inproceedings { 2012-kunz-simutools-probabilistic-sync,
   title = {Know Thy Simulation Model: Analyzing Event Interactions for Probabilistic Synchronization in Parallel Simulations},
   year = {2012},
   month = {3},
   day = {20},
   pages = {119-128},
   tags = {horizon},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2012/2012-kunz-simutools-prob-synch.pdf},
   misc2 = {Online},
   publisher = {ICST},
   address = {Brussels, Belgium},
   booktitle = {Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques (SIMUTools'12), Desenzano del Garda, Italy},
   event_place = {Desenzano, Italy},
   language = {en},
   ISBN = {978-1-4503-1510-4},
   DOI = {10.4108/icst.simutools.2012.247716},
   reviewed = {1},
   author = {Kunz, Georg and Stoffers, Mirko and Gross, James and Wehrle, Klaus}
}

@Inproceedings { Dombrowski2011LCN,
   title = {Hard Real-Time Wireless Medium Access in Action: Stop the Guillotine Within a Millisecond!},
   year = {2011},
   month = {10},
   day = {4},
   pages = {1--3},
   url = {http://www.ieeelcn.org/prior/LCN36/lcn36demos/lcn-demo2011_dombrowski.pdf},
   web_url = {http://www.ieeelcn.org/prior/LCN36/lcn36demos.html},
   booktitle = {Proc. of Local Computer Networks Conference, Demonstrations, (LCN'11)},
   event_place = {Bonn, Germany},
   event_name = {36th IEEE Conference on Local Computer Networks (LCN)},
   event_date = {04/10/2011},
   reviewed = {1},
   author = {Dombrowski, Christian and Gross, James}
}

@Inproceedings { Dombrowski2011RealWIN,
   title = {Reducing Outage Probability Over Wireless Channels Under Hard Real-time Constraints},
   year = {2011},
   month = {4},
   day = {11},
   pages = {1 -6},
   booktitle = {Proc. of Workshop on Real-Time Wireless For Industrial Applications (RealWIN'11)},
   reviewed = {1},
   author = {Dombrowski, Christian and Gross, James}
}

@Inproceedings { 2011-kunz-omnetpp-horizon,
   title = {Runtime Efficient Event Scheduling in Multi-threaded Network Simulation},
   year = {2011},
   month = {3},
   day = {21},
   pages = {359-366},
   abstract = {Developing an efficient parallel simulation framework for multiprocessor systems is hard. A primary concern is the considerable amount of parallelization overhead imposed on the event handling routines of the simulation framework. Besides more complex event scheduling algorithms, the main sources of overhead are thread synchronization and locking of shared data structures. As a result, the overhead of parallelization may easily outweigh the benefits of parallelization in comparison to classic sequential simulation. 
We introduce two efficient event handling schemes based on our parallel-simulation extension Horizon for the OMNeT++ simulator.First, we present a \textbackslashemph\{push-based event handling scheme\} to minimize the overhead of thread synchronization and locking. Second, we complement this scheme with a novel \textbackslashemph\{event scheduling algorithm\} that significantly reduces the overhead of parallel event scheduling. Lastly, we prove the correctness of our scheduling algorithm. Our evaluation reveals a total reduction in the event handling overhead of up to 16x when combining both schemes.},
   tags = {horizon},
   url = {fileadmin/papers/2011/2011-kunz-horizon-omnetworkshop.pdf},
   misc2 = {Online},
   publisher = {ICST},
   address = {Brussels, Belgium},
   booktitle = {Proceedings of the 4th International Workshop on OMNeT++ (OMNeT++'11), Barcelona, Spain},
   event_place = {Barcelona, Spain},
   event_name = {4th International Workshop on OMNeT++ (OMNeT++'11)},
   event_date = {March 21, 2011},
   language = {en},
   ISBN = {978-1-936968-00-8},
   DOI = {10.4108/icst.simutools.2011.245504},
   reviewed = {1},
   author = {Kunz, Georg and Stoffers, Mirko and Gross, James and Wehrle, Klaus}
}

@Inproceedings { Dombrowski2010GC,
   title = {Is High Quality Sensing Really Necessary for Opportunistic Spectrum Usage?},
   year = {2010},
   month = {12},
   day = {6},
   pages = {1--6},
   publisher = {IEEE},
   booktitle = {Proc. of IEEE Global Telecommunications Conference (GLOBECOM'10)},
   event_place = {Miami, FL, USA},
   event_name = {IEEE Global Telecommunications Conference (GLOBECOM'10)},
   event_date = {06/12/2010},
   author = {Dombrowski, Christian and Willkomm, Daniel and Wolisz, Adam}
}