Professional activities
- Research associate at the Microprocessors and Digital Systems Lab in the National Technical University of Athers, Greece.
Research interests
- Embedded Systems
- Resource Management
- High Performance Computing
- Neural Networks
Research projects
Currently, I work in the following H2020 projects:
- PRAETORIAN: Protection of Critical Infrastructures from advanced combined cyber and physical threats (H2020, 2021 - 2023)Past projects:
- EXA2PRO: Enhancing Programmability and boosting Performance Portability for Exascale Computing Systems (H2020, 2018 - 2021)- SDK4ED: Software Development toolKit for Energy optimization and technical Debt elimination (H2020, 2018 - 2021)
- 2PARMA: PARallel PAradigms and Run-time MAnagement techniques for Many-core Architectures (FP7, 2010 - 2013)
- MNEMEE: Memory management technology for adaptive and efficient design of embedded systems (FP7, 2008 - 2011)
Selected publications
1. “A Design Space Exploration Framework for Convolutional Neural Networks implemented on Edge Devices”, Foivos Tsimpourlas, Lazaros Papadopoulos, Anastasios Bartsokas, Dimitrios Soudris, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2018. [Download]
2. “Efficient Winograd-based Convolution Kernel implementation on Edge Devices”, Athanasios Xygkis, Lazaros Papadopoulos, David Moloney, Dimitrios Soudris, Sofiane Yous, in Proc. 55th Annual Design Automation Conference (55th DAC), 2018. [Download]
3. “A Systematic Methodology for Optimization of Applications utilizing Concurrent Data Structures”, Lazaros Papadopoulos, Ivan Walulya, Philippas Tsigas, Dimitrios Soudris, IEEE Transactions on Computers, vol. 65, Issue 7, pp. 2019-2031, 2016. [Download]
4. “Customization Methodology for implementation of Streaming Aggregation in Embedded Systems”, Lazaros Papadopoulos, Dimitrios Soudris, Ivan Walulya, Philippas Tsigas, Journal of Systems Architecture, vol. 66, pp. 48-60, 2016. [Download]
5. “MNEMEE-An Automated Toolflow for Parallelization and Memory Management in MPSoC Platforms”, Arindam Mallik, Stylianos Mamagkakis, Christos Baloukas, Lazaros Papadopoulos, Dimitrios Soudris, Sander Stuijk, Olivera Jovanovic, Florian Schmoll, Daniel Cordes, Robert Pyka, Peter Marwedel, François Capman, Séverin Collet, Nikolaos Mitas, Dimitrios Kritharidis, in Proc. of ACM Design Automation Conference (DAC), 2011. [Download]
6. “Exploration Methodology of Dynamic Data Structures in Multimedia and Network Applications for Embedded Platforms”, Lazaros Papadopoulos, Christos Baloukas, Dimitrios Soudris, Journal of Systems Architecture, vol. 54, Issue 11, pp. 1030-1038, 2008. [Download]
7. “Optimization Methodology of Dynamic Data Structures based on Genetic Algorithms for Multimedia Embedded Systems”, Christos Baloukas, Jose L. Risco-Martin, David Atienza, Christophe Poucet, Lazaros Papadopoulos, Stylianos Mamagkakis, Dimitrios Soudris, Jose I. Hidalgo, Francky Catthoor, Juan Lanchares, Elsevier Journal of Systems and Software, vol. 82, num. 1, pp. 1-13, 2008. [Download]