Christian Menard

Christian Menard




Visitor's Address

Phone: +49 (0)351 463 42441

Fax +49 (0)351 463 39995

Helmholtzstrasse 18
3rd, BAR III70
01069 Dresden

Curriculum Vitae

Christian Menard received his Diploma degree in Information Systems Technology from TU Dresden in April 2016. He has a background in software development for embedded systems and operating system design as well as hardware engineering. Christian wrote his Diploma-Thesis at the Chair for Compiler Construction and joined the chair as a researcher in May 2016. He is interested in exploring new concepts for programming embedded systems and exploiting heterogeneity in state of the art hardware platforms.

Student Topics

There are many open topics that are suitable for SHK/WHK or writing Bachelor/Master/Diploma Thesis. Please contact me if you are interested ( and we will find a topic that fits your skills and interests.

Programming models and toolflows for cyber-physical systems (Reactors)

A current main research interest is applying the reactor model of computation to the programming of cyber-physical systems (CPS). The goal is to develop a toolflow that helps to build safer and more reliable software for CPS. An overview of this research topic can be found here. Int his context, possible topics could be:

  • Development of a realistic demonstrator application for the existing toolflow. Experience or interest in the development of automotive applications and programming experience in C++ would be useful  for this task.
  • In order to evaluate our toolflow, we require many different test applications. An alternative to the costly development of realistic applications, is random generation of test applications. The task would be to develop such a random code generator from scratch or based on similar previous work. No specific programming language is required for this task.
  • While we have proven the existing approach to work correctly, there is room for improvements and in particular for optimization of the resulting applications. This task would consist of two parts: benchmarking of the current approach to identify bottlenecks and improvement of the existing algorithms. Programming experience in C++ and possibly Java are useful for this task.
  • Our toolflow is polyglot. This means that it is independent of the target language. Currently we have backends for C, C++ and TypeScript, but many more could be build. Particularly interesting would be a Rust implementation. 

There are many more things that could be done. Just let me know if the general topic appeals to you.

Tools for modeling and analyzing dataflow applications (Mocasin)

We are developing the open-source python-based framework Mocasin for modeling and analyzing dataflow applications. In particular, our ongoing research focuses on large dynamically reconfigurable applications such as typical workloads in 5G base band processing. Since Mocasin is a large framework that can be extended and improved in manifold ways, we always appreciate help and a suitable task for a student thesis can always be found.

A higher-level syntax for controlling quantum computers

In a collaboration with Riverlane, we are currently investigating programming concepts and higher-level models for the interaction of software with quantum computing circuits. In particular, we are interested in Deltalang, which is a domain specific language (DSL) embedded in python. In Deltalang, applications are modeled as dataflow graphs where nodes represent components in a quantum computer and edges represent computation. While such an abstraction is very useful, explicitly defining components and connecting edges is often tedious and can be error-prone. For this reason, we are looking for students interested in developing a higher-level syntax that is easier to use by programmers and that allows a compiler to implicitly derive the required dataflow graph. If applicable to deltaflow, this work could be based on our group's prior work in Ohua.


  • 2023

  • Edward A. Lee, Ravi Akella, Soroush Bateni, Shaokai Lin, Marten Lohstroh, Christian Menard, "Consistency vs. Availability in Distributed Cyber-Physical Systems", In ACM Transactions on Embedded Computing Systems, Association for Computing Machinery (ACM), vol. 22, no. 5s, pp. 1–24, Sep 2023. [doi] [Bibtex & Downloads]
  • Christian Menard, Marten Lohstroh, Soroush Bateni, Mathhew Chorlian, Arthur Deng, Peter Donovan, Clément Fournier, Shaokai Lin, Felix Suchert, Tassilo Tanneberger, Hokeun Kim, Jeronimo Castrillon, Edward A. Lee, "High-Performance Deterministic Concurrency using Lingua Franca", In ACM Transactions on Architecture and Code Optimization (TACO), Association for Computing Machinery, New York, NY, USA, Aug 2023. [doi] [Bibtex & Downloads]
  • Marten Lohstroh, Soroush Bateni, Christian Menard, Alexander Schulz-Rosengarten, Jeronimo Castrillon, Edward A. Lee, "Deterministic Coordination Across Multiple Timelines" (to appear), In ACM Transactions on Embedded Computing Systems (TECS), Association for Computing Machinery, New York, NY, USA, Aug 2023. [Bibtex & Downloads]
  • Jeronimo Castrillon, Karol Desnos, Andrés Goens, Christian Menard, "Dataflow Models of Computation for Programming Heterogeneous Multicores", Springer Nature Singapore, pp. 1–40, Singapore, Jan 2023. [doi] [Bibtex & Downloads]
  • Edward A. Lee, Soroush Bateni, Shaokai Lin, Marten Lohstroh, Christian Menard, "Trading Off Consistency and Availability in Tiered Heterogeneous Distributed Systems", In Intelligent Computing, American Association for the Advancement of Science (AAAS), vol. 2, Jan 2023. [doi] [Bibtex & Downloads]
  • 2022

  • Reinhard von Hanxleden, Edward A. Lee, Hauke Fuhrmann, Alexander Schulz-Rosengarten, Sören Domrös, Marten Lohstroh, Soroush Bateni, Christian Menard, "Pragmatics Twelve Years Later: A Report on Lingua Franca", Chapter in Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering, Springer Nature Switzerland, pp. 60–89, 2022. [doi] [Bibtex & Downloads]
  • Soroush Bateni, Marten Lohstroh, Hou Seng Wong, Rohan Tabish, Hokeun Kim, Shaokai Lin, Christian Menard, Cong Liu, Edward A. Lee, "Xronos: Predictable Coordination for Safety-Critical Distributed Embedded Systems", arXiv, 2022. [doi] [Bibtex & Downloads]
  • 2021

  • Robert Khasanov, Julian Robledo, Christian Menard, Andr'es Goens, Jeronimo Castrillon, "Domain-specific hybrid mapping for energy-efficient baseband processing in wireless networks", In ACM Transactions on Embedded Computing Systems (TECS). Special issue of the International Conference on Compilers, Architecture, and Synthesis of Embedded Systems (CASES), Association for Computing Machinery, vol. 20, no. 5s, New York, NY, USA, Sep 2021. [doi] [Bibtex & Downloads]
  • Marten Lohstroh, Christian Menard, Soroush Bateni, Edward A. Lee, "Toward a Lingua Franca for Deterministic Concurrent Systems", In ACM Transactions on Embedded Computing Systems, Association for Computing Machinery (ACM), vol. 20, no. 4, pp. 1–27, May 2021. [doi] [Bibtex & Downloads]
  • Christian Menard, Andr'es Goens, Gerald Hempel, Robert Khasanov, Julian Robledo, Felix Teweleitt, Jeronimo Castrillon, "Mocasin—Rapid Prototyping of Rapid Prototyping Tools: A Framework for Exploring New Approaches in Mapping Software to Heterogeneous Multi-cores", Proceedings of the 2021 Drone Systems Engineering and Rapid Simulation and Performance Evaluation: Methods and Tools, co-located with 16th International Conference on High-Performance and Embedded Architectures and Compilers (HiPEAC), Association for Computing Machinery, pp. 66–73, New York, NY, USA, Jan 2021. (Video Presentation) [doi] [Bibtex & Downloads]
  • Edward A. Lee, Soroush Bateni, Shaokai Lin, Marten Lohstroh, Christian Menard, "Quantifying and Generalizing the CAP Theorem", arXiv, 2021. [doi] [Bibtex & Downloads]
  • 2020

  • Robert Wittig, Andrés Goens, Christian Menard, Emil Matus, Gerhard P. Fettweis, Jeronimo Castrillon, "Modem Design in the Era of 5G and Beyond: The Need for a Formal Approach", Proceedings of the 27th International Conference on Telecommunications (ICT), pp. 1-5, Oct 2020. [doi] [Bibtex & Downloads]
  • Marten Lohstroh, Christian Menard, Alexander Schulz-Rosengarten, Matthew Weber, Jeronimo Castrillon, Edward A. Lee, "A Language for Deterministic Coordination Across Multiple Timelines", In Proceeding: 2020 Forum for Specification and Design Languages (FDL), pp. 1-8, Sep 2020. (Best paper award candidate) [doi] [Bibtex & Downloads]
  • Jason Lowe-Power, Abdul Mutaal Ahmad, Ayaz Akram, Mohammad Alian, Rico Amslinger, Matteo Andreozzi, Adrià Armejach, Nils Asmussen, Brad Beckmann, Srikant Bharadwaj, Gabe Black, Gedare Bloom, Bobby R. Bruce, Daniel Rodrigues Carvalho, Jeronimo Castrillon, Lizhong Chen, Nicolas Derumigny, Stephan Diestelhorst, Wendy Elsasser, Carlos Escuin, Marjan Fariborz, Amin Farmahini-Farahani, Pouya Fotouhi, Ryan Gambord, Jayneel Gandhi, Dibakar Gope, Thomas Grass, Anthony Gutierrez, Bagus Hanindhito, Andreas Hansson, Swapnil Haria, Austin Harris, Timothy Hayes, Adrian Herrera, Matthew Horsnell, Syed Ali Raza Jafri, Radhika Jagtap, Hanhwi Jang, Reiley Jeyapaul, Timothy M. Jones, Matthias Jung, Subash Kannoth, Hamidreza Khaleghzadeh, Yuetsu Kodama, Tushar Krishna, Tommaso Marinelli, Christian Menard, Andrea Mondelli, Miquel Moreto, Tiago Mück, Omar Naji, Krishnendra Nathella, Hoa Nguyen, Nikos Nikoleris, Lena E. Olson, Marc Orr, Binh Pham, Pablo Prieto, Trivikram Reddy, Alec Roelke, Mahyar Samani, Andreas Sandberg, Javier Setoain, Boris Shingarov, Matthew D. Sinclair, Tuan Ta, Rahul Thakur, Giacomo Travaglini, Michael Upton, Nilay Vaish, Ilias Vougioukas, William Wang, Zhengrong Wang, Norbert Wehn, Christian Weis, David A. Wood, Hongil Yoon, Éder F. Zulian, "The gem5 Simulator: Version 20.0+", In arXiv preprint arXiv:2007.03152, Jul 2020. [Bibtex & Downloads]
  • Christian Menard, Andrés Goens, Marten Lohstroh, Jeronimo Castrillon, "Achieving Determinism in Adaptive AUTOSAR", Proceedings of the 2020 Design, Automation and Test in Europe Conference (DATE), IEEE, pp. 822–827, Mar 2020. (Best paper award candidate A-Track, Video Presentation) [doi] [Bibtex & Downloads]
  • 2019

  • Andrés Goens, Christian Menard, Jeronimo Castrillon, "On Compact Mappings for Multicore Systems", Proceedings of the IEEE International Conference on Embedded Computer Systems Architectures Modeling and Simulation (SAMOS) (D. Pnevmatikatos and M. Pelcat and M. Jung), Springer, Cham, vol. 11733, pp. 325–335, Jul 2019. [doi] [Bibtex & Downloads]
  • 2018

  • Andrés Goens, Christian Menard, Jeronimo Castrillon, "On the Representation of Mappings to Multicores", Proceedings of the IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-18), pp. 184–191, Vietnam National University, Hanoi, Vietnam, Sep 2018. [doi] [Bibtex & Downloads]
  • Jeronimo Castrillon, Matthias Lieber, Sascha Klüppelholz, Marcus Völp, Nils Asmussen, Uwe Assmann, Franz Baader, Christel Baier, Gerhard Fettweis, Jochen Fröhlich, Andrés Goens, Sebastian Haas, Dirk Habich, Hermann Härtig, Mattis Hasler, Immo Huismann, Tomas Karnagel, Sven Karol, Akash Kumar, Wolfgang Lehner, Linda Leuschner, Siqi Ling, Steffen Märcker, Christian Menard, Johannes Mey, Wolfgang Nagel, Benedikt Nöthen, Rafael Peñaloza, Michael Raitza, Jörg Stiller, Annett Ungethüm, Axel Voigt, Sascha Wunderlich, "A Hardware/Software Stack for Heterogeneous Systems", In IEEE Transactions on Multi-Scale Computing Systems, vol. 4, no. 3, pp. 243-259, Jul 2018. [doi] [Bibtex & Downloads]
  • 2017

  • Fazal Hameed, Christian Menard, Jeronimo Castrillon, "Efficient STT-RAM Last-Level-Cache Architecture to replace DRAM Cache", Proceedings of the International Symposium on Memory Systems (MemSys'17), ACM, pp. 141–151, New York, NY, USA, Oct 2017. [doi] [Bibtex & Downloads]
  • Christian Menard, Matthias Jung, Jeronimo Castrillon, Norbert Wehn, "System Simulation with gem5 and SystemC: The Keystone for Full Interoperability", Proceedings of the IEEE International Conference on Embedded Computer Systems Architectures Modeling and Simulation (SAMOS), pp. 62–69, Jul 2017. [doi] [Bibtex & Downloads]
  • 2016

  • Christian Menard, Andrés Goens, Jeronimo Castrillon, "High-Level NoC Model for MPSoC Compilers", Proceedings of the IEEE Nordic Circuits and Systems Conference (NORCAS'16), pp. 1-6, Copenhagen, Denmark, Nov 2016. [doi] [Bibtex & Downloads]
  • Christian Menard, "Mapping KPN-Based Applications to the NoC-Based Tomahawk Architectures", Master's thesis, TU Dresden, 3/2016. [Bibtex & Downloads]