Publications

Theses

1. PhD thesis (2015): "Multi-Objective Optimization and Multi-Criteria Decision Aid Applied to the Design of 3D-Stacked Integrated Circuits"

2. Master thesis (2009): "Analyse multicritère appliquée au problème de la conception des circuits 3D"

Book Chapters

1. Nguyen Anh Vu Doan, Dragomir Milojevic, Yves De Smet, “MCDM Applied to the Partitioning Problem of 3D-Stacked Integrated Circuits”, Multiple Criteria Decision Making: Applications in Management and Engineering, pp. 165-187, 2017

Journal Publications

1. Mark Sagi, Nguyen Anh Vu Doan, Nael Fasfous, Thomas Wild, Andreas Herkersdorf, “Fine-Grained Power Modeling of Multicore Processors using FFNNs”, International Journal of Parallel Programming, 2022

2. Khanh N. Dang, Nguyen Anh Vu Doan, Abderazek Ben Abdallah, “MigSpike: A Migration Based Algorithms and Architecture for Scalable Robust Neuromorphic Systems”, IEEE Transactions on Emerging Topics in Computing, 2021

3. Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, and Andreas Herkersdorf, “Protection switching schemes and mapping strategies for fail-operational hard real-time NoCs”, Microprocessors and Microsystems, vol. 87, 2021

4. Akshay Srivatsa, Nael Fasfous, Nguyen Anh Vu Doan, Sebastian Nagel, Thomas Wild, Andreas Herkersdorf, “Exploring a Hybrid Voting-based Eviction Policy for Caches and Sparse Directories on Manycore Architectures”, Microprocessors and Microsystems, vol. 87, 2021

5. Simon Conrady, Arne Kreddig, Manu Manuel, Nguyen Anh Vu Doan, Walter Stechele, “Model-based design space exploration for FPGA-based image processing applications employing parameterizable approximations”, Microprocessors and Microsystems, vol. 87, 2021

6. Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Driton Salihu, Nguyen Anh Vu Doan, Christian Unger, Naveen Shankar Nagaraja, Maurizio Martina, Walter Stechele, “HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology”, ACM Transactions on Embedded Computing Systems (TECS), vol. 20, no. 5s, 2021

7. Manu Manuel, Arne Kreddig, Simon Conrady, Nguyen Anh Vu Doan, Walter Stechele, “Region of Interest-Based Parameter Optimization for Approximate Image Processing on FPGAs”, International Journal of Networking and Computing, vol. 11, no. 2, 2021

8. He Huang, Yves De Smet, Cathy Macharis, Nguyen Anh Vu Doan, “Collaborative decision-making in sustainable mobility: identifying possible consensuses in the multi-actor multi-criteria analysis based on inverse mixed-integer linear optimization”, International Journal of Sustainable Development & World Ecology, vol. 28, no. 1, pp. 64-74, 2021

9. Mark Sagi, Nguyen Anh Vu Doan, Martin Rapp, Thomas Wild, Jörg Henkel, Andreas Herkersdorf, “A Lightweight Nonlinear Methodology to Accurately Model Multicore Processor Power”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 29, no. 11, pp. 3152-3164, 2020

10. Takuya Kojima, Nguyen Anh Vu Doan, Hideharu Amano, “GenMap: A Genetic Algorithmic Approach for Optimizing Spatial Mapping of Coarse-Grained Reconfigurable Architectures”, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 11, pp 2383-2396, 2020

11. Takuya Kojima, Naoki Ando, Hayate Okuhara, Nguyen Anh Vu Doan, Hideharu Amano, “Optimization of Body Biasing for Variable Pipelined CGRA”, IEICE Transactions on Information and Systems, Vol.E101-D, no.6, pp.1532-1540, 2018

12. Nguyen Anh Vu Doan, Yves De Smet, “An alternative weight sensitivity analysis PROMETHEE II rankings”, Omega, vol. 80, pp. 166-174, 2018

13. Nguyen Anh Vu Doan, “Multi-objective optimization and multi-criteria decision aid applied to the design of 3D-stacked integrated circuits”, 4OR (thesis summary), vol. 14, no. 3, pp. 329-330, 2016

14. Karim Lidouh, Nguyen Anh Vu Doan, Yves De Smet, “PROMETHEE-compatible presentations of multicriteria evaluation tables”, International Journal of Multicriteria Decision Making, vol. 5, no. 4, pp. 385-424, 2015

15. Nguyen Anh Vu Doan, Dragomir Milojevic, Frédéric Robert, Yves De Smet, “A MOO-based methodology for designing 3D-stacked integrated circuits”, Journal of Multi-Criteria Decision Analysis, vol. 21, no.1-2, pp. 43-63, 2014

Conference Publications

Preprints

1. Chih-Hong Cheng, Nguyen Anh Vu Doan, Balahari Balu, Franziska Schwaiger, Emmanouil Seferis, Simon Burton, Yassine Qamsane, Ankit Shukla, Yinchong Yang, Zhiliang Wu, Andreas Hapfelmeier, Ingo Thon, “Facilitating Change Implementation for Continuous ML-Safety Assurance”, arXiv preprint arXiv:2209.11632, 2022

Published

1. João Vitor Zacchi, Francesco Carella, Priyank Upadhya, Shanza Ali Zafar, John Molloy, Lisa Jöckel, Janek Groß, Núria Mata, Nguyen Anh Vu Doan, “Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics”, in IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (IEEE MCSoC-2023), Singapore, Singapore, 2023

2. Yuki Hagiwara, Delfina Espinoza, Philipp Schleiß, Núria Mata, Nguyen Anh Vu Doan, “Toward Safe Human Machine Interface and Computer-Aided Diagnostic Systems”, in 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Milan, Italy, 2023

3. Nguyen Anh Vu Doan, Arda Yüksel, Chih-Hong Cheng, “Butterfly Effect Attack: Tiny and Seemingly Unrelated Perturbations for Object Detection”, in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 2023

4. Anmol Prakash Surhonne, Nguyen Anh Vu Doan, Florian Maurer, Thomas Wild and Andreas Herkersdorf, “GAE-LCT: A run-time GA-based Classifier Evolution Method for Hardware LCT controlled SoC Performance-Power Optimization”, in International Conference on Architecture of Computing Systems (ARCS2022), Heilbronn, Germany, 2022

5. Manu Manuel, Benjamin Hien, Simon Conrady, Arne Kreddig, Nguyen Anh Vu Doan, Walter Stechele, “Region of Interest Based Non-dominated Sorting Genetic Algorithm-II: An Invite and Conquer Approach”, in The Genetic and Evolutionary Computation Conference (GECCO 2022), Boston, USA, 2022

6. Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Driton Salihu, Julian Höfer, Anmol Singh, Naveen-Shankar Nagaraja, Hans-Joerg Voegel, Nguyen Anh Vu Doan, Maurizio Martina, Juergen Becker, Walter Stechele, “AnaCoNGA: Analytical HW-CNN Co-design using Nested Genetic Algorithms”, in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 2022

7. Burak Çetinkaya, Johannes Stadler, Nguyen Anh Vu Doan, “Classification Models in Genetic Algorithms for Commonality Optimization in Passive Crash Safety”, in 2021 Ninth International Symposium on Computing and Networking (CANDARW), Matsue (virtual), Japan, 2021

8. Mark Sagi, Martin Rapp, Heba Khdr, Yizhe Zhang, Nael Fasfous, Nguyen Anh Vu Doan, Thomas Wild, Jörg Henkel, Andreas Herkersdorf, “Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors”, in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), Grenoble (virtual), France, 2021

9. Mark Sagi, Nguyen Anh Vu Doan, Nael Fasfous, Thomas Wild, Andreas Herkersdorf, “Fine-Grained Power Modeling of Multicore Processors Using FFNNs”, in International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XX), Samos, Greece, 2020

10. Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, and Andreas Herkersdorf, “Exploring Task and Channel Mapping Strategies in Fail-Operational and Hard Real-Time NoCs”, in IEEE Nordic Circuits and Systems Conference (NorCAS 2020), Oslo (virtual), Norway, 2020

11. Akshay Srivatsa, Sebastian Nagel, Nael Fasfous, Doan Nguyen Anh Vu, Thomas Wild, Andreas Herkersdorf, “HyVE: A Hybrid Voting-based Eviction Policy for Caches”, in IEEE Nordic Circuits and Systems Conference (NorCAS 2020), Oslo (virtual), Norway, 2020

12. Manu Manuel, Arne Kreddig, Simon Conrady, Nguyen Anh Vu Doan, Walter Stechele, “Model-Based Design Space Exploration for Approximate Image Processing on FPGA”, in IEEE Nordic Circuits and Systems Conference (NorCAS 2020), Oslo (virtual), Norway, 2020

13. Nguyen Anh Vu Doan, Akshay Srivatsa, Nael Fasfous, Sebastian Nagel, Thomas Wild, Andreas Herkersdorf, “On-Chip Democracy: A Study on the Use of Voting Systems for Computer Cache Memory Management”, in International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore (virtual), Singapore, 2020

14. Nguyen Anh Vu Doan, Manu Manuel, Simon Conrady, Arne Kreddig, Walter Stechele, “Parameter Optimization of Approximate Image Processing Algorithms in FPGAs”, in 2020 Eighth International Symposium on Computing and Networking (CANDARW), Nagasaki (virtual), Japan, 2020

15. Nguyen Anh Vu Doan, Max Koenen, Thomas Wild, Andreas Herkersdorf, “Multi-Objective Optimization of Channel Mapping for Fail-Operational Hybrid TDM NoCs”, in Seventh International Symposium on Computing and Networking (CANDARW), Nagasaki, Japan, 2019

16. Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf, “The Information Processing Factory: A Paradigm for Life Cycle Management of Dependable Systems”, in Embedded Systems Week (ESWEEK 2019), New York City, USA, 2019

17. Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, Andreas Herkersdorf, “Channel Mapping Strategies for Effective Protection Switching in Fail-Operational Hard Real-Time NoCs”, in Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip (NOCS), New York City, USA, 2019

18. Michael Vonbun, Adrian Schiechel, Nguyen Anh Vu Doan, Thomas Wild, Andreas Herkersdorf, “APEC: Improved Acknowledgement Prioritization through Erasure Coding in Bufferless NoCs”, in 13th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2019), New York City, USA, 2019

19. Mark Sagi, Nguyen Anh Vu Doan, Thomas Wild, Andreas Herkersdorf, “Multicore Power Estimation using Independent Component Analysis based Modeling”, in IEEE 13th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (IEEE MCSoC-2019), Singapore, Singapore, 2019

20. Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, and Andreas Herkersdorf, “A Hybrid NoC Enabling Fail-Operational and Hard Real-Time Communication in MPSoC” in International Conference on Architecture of Computing Systems (ARCS2019), Copenhagen, Danemark, 2019

21. Michael Vonbun, Nguyen Anh Vu Doan, Thomas Wild, Andreas Herkersdorf, “Network Coding in Networks-on-Chip with Lossy Links” in International Conference on Architecture of Computing Systems (ARCS2019), Copenhagen, Danemark, 2019

22. Thomas Goldbrunner, Nguyen Anh Vu Doan, Diogo Poças, Thomas Wild, Andreas Herkersdorf, “Register Requirement Minimization of Fixed-Depth Pipelines for Streaming Data Applications”, in 32nd IEEE International System-on-Chip Conference (SOCC), 2019

23. He Huang, Yves De Smet, Cathy Macharis, Nguyen Anh Vu Doan, “A Method of Reaching Consensus with the Multi-Actor Multi-Criteria Analysis (MAMCA) methodology”, in 25th International Conference on Multiple Criteria Decision Making (MCDM 2019), Istanbul, Turkey, 2019

24. Takuya Kojima, Naoki Ando, Yusuke Matsushita, Hayate Okuhara, Nguyen Anh Vu Doan, Hideharu Amano, “Real Chip Evaluation of a Low Power CGRA with Optimized Application Mapping”, in International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies (HEART2017), Toronto, Canada, 2018

25. Kazuei Hironaka, Nguyen Anh Vu Doan, Hideharu Amano, “Towards an optimized multi FPGA architecture with STDM network: a preliminary study”, in the 14th International Symposium on Applied Reconfigurable Computing (ARC 2018), Santorini, Greece, 2018

26. Hiroshi Nakahara, Nguyen Anh Vu Doan, Ryota Yasudo, Hideharu Amano, “XYZ-Randomization using TSVs for Low-Latency Energy Efficient 3D-NoCs”, in 11th International Symposium on Networks-on-Chip (NOCS 2017), Seoul, South Korea, 2017

27. Nguyen Anh Vu Doan, Yusuke Matsushita, Naoki Ando, Hayate Okuhara, Hideharu Amano, “Multi-Objective Optimization for Application Mapping and Body Bias Control on a CGRA”, in IEEE 11th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-17), Seoul, South Korea, 2017

28. Takuya Kojima, Naoki Ando, Hayate Okuhara, Nguyen Anh Vu Doan, Hideharu Amano, “Body Bias Optimization for Variable Pipelined CGRA”, in 27th International Conference on Field-Programmable Logic and Applications (FPL 2017), Ghent, Belgium, 2017

29. Laurent Storrer, Nguyen Anh Vu Doan, Yves De Smet, “An alternative PROMETHEE II ranking based on reference profiles,” PROMETHEE Days 2017, Porthmouth, United Kingdom, 2017

30. Nguyen Anh Vu Doan, Yves De Smet, “On the use of reference profiles to compute PROMETHEE II rankings: a preliminary study”, in IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2016), Bali, Indonesia, 2016

31. Nguyen Anh Vu Doan, Karim Lidouh, Yves De Smet, “Multicriteria-enriched representations of evaluation table using the PROMETHEE methods”, Conference of the Belgian Operational Research Society (ORBEL 30), Louvain-la-Neuve, Belgium, 2016

32. Karim Lidouh, Nguyen Anh Vu Doan, Yves De Smet, “PROMETHEE-compatible presentations of multicriteria evaluation tables”, International MCDA Workshop on PROMETHEE (IMW2015), Bruxelles, Belgium, 2015

33. Nguyen Anh Vu Doan, Dragomir Milojevic, Frédéric Robert, Yves De Smet, “Multi-Objective Optimization for the Design of 3D-Stacked Integrated Circuits”, Conference of the Belgian Operational Research Society (ORBEL 28), Mons, Belgium, 2014

34. Nguyen Anh Vu Doan, Dragomir Milojevic, Frédéric Robert, Yves De Smet, “Using the PROMETHEE methodology for the design of 3D-stacked integrated circuits”, International MCDA Workshop on PROMETHEE (IMW2014), Bruxelles, Belgium, 2014

35. Nguyen Anh Vu Doan, Dragomir Milojevic, Frédéric Robert, Yves De Smet, “MCDM tools applied to the design of 3D-stacked integrated circuits”, in 21st International Conference on Multiple Criteria Decision Making (MCDM 2011), Jyväskylä, Finland, 2011

36. Nguyen Anh Vu Doan, Frédéric Robert, Yves De Smet, Dragomir Milojevic, “On the use of multi-criteria decision aid tools for the efficient design of 3D-stacked integrated circuits: a preliminary study”, in IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2010), Macau, China, 2010

37. Nguyen Anh Vu Doan, Frédéric Robert, Yves De Smet, Dragomir Milojevic, “Utilisation d'outils multicritères pour la conception efficace de circuits intégrés 3D”, 72èmes Journées du groupe de travail européen Aide multicritère à la décision (MCDA72), Paris, France, 2010

38. Nguyen Anh Vu Doan, Frédéric Robert, Yves De Smet, Dragomir Milojevic, “MCDA-based methodology for efficient 3D-design space exploration and decision”, in International Symposium on System-on-Chip (SoC 2010), Tampere, Finland, 2010