Martin Letras
Martin Letras, M. Sc.
Curriculum vitae
Since June 2016 | Researcher at the Department of Computer Science 12 (Hardware / Software Co-Design) at the University of Erlangen -Nuremberg (FAU) |
August 2013 to November 2015 | M. Sc. Computer Science, National Institute of Astrophysics, Optics and Electronics (INAOE) , Mexico |
August 2006 to May 2012 | B. Sc. Computer Science, Meritorious Autonomous University of Puebla (BUAP) , Mexico |
March 1989 | Born in Tochtepec, Puebla, Mexico |
Current Research Projects
- Automotive Sensors @ ESI: Design of video-activated driver systems on system level
- SystemCoDesigner: Entwurfsraumexploration für eingebettete Systeme
Research Interests
- Electronic system-level design
- Embedded Systems
Other Interests
- FPGA Hardware Architecture Design
- Evolutionary Computation
- Pattern Recognition
Teaching
WS 2022/2023 | |
WS 2021/2022 |
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WS 2020/2021 |
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WS 2019/2020 |
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SS 2019 |
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WS 2018/2019 |
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WS 2017/2018 |
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WS 2016/2017 |
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Supervised Theses
- Memory-efficient Implementation of Image Processing Applications on Multi-Core Architectures
- Analytic Evaluation of Schedules for Actor Clustering via Max-Plus Algebra
- FPGA-based Image Processing Acceleration from Matlab/Simulink
- Accurate Profiling of MPSoC Applications to Improve Analysis-based Performance Evaluation
- Neural-Net-based Throughput Evaluation for Design Space Exploration
- BRAM-based Function Approximation on FPGAs
Publications
2024
Techniques for Efficient Performance Analysis and Memory Optimization in Mapping Dataflow Models of Computation onto Embedded Systems (Dissertation, 2024)
DOI: 10.25593/open-fau-1040
URL: https://open.fau.de/handle/openfau/31834
BibTeX: Download
Exploring Multi-Reader Buffers and Channel Placement during Dataflow Network Mapping to Heterogeneous Many-core Systems
In: IEEE Access 12 (2024), S. 39748-39769
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3375079
BibTeX: Download
A novel partition strategy for efficient implementation of 3D Cellular Genetic Algorithms
In: Microprocessors and Microsystems 104 (2024), Art.Nr.: 104986
ISSN: 0141-9331
DOI: 10.1016/j.micpro.2023.104986
BibTeX: Download
2023
Throughput and Memory Optimization for Parallel Implementations of Dataflow Networks using Multi-Reader Buffers
Fourth Workshop on Next Generation Real-Time Embedded Systems (Toulouse, 18. Januar 2023 - 18. Januar 2023)
In: Fourth Workshop on Next Generation Real-Time Embedded Systems (NG-RES 2023), Germany: 2023
DOI: 10.4230/OASIcs.NG-RES.2023.6
URL: https://drops.dagstuhl.de/opus/volltexte/2023/17737/
BibTeX: Download , , :
Efficient Table-based Function Approximation on FPGAs using Interval Splitting and BRAM Instantiation
In: ACM Transactions on Embedded Computing Systems 22 (2023), S. 1-24
ISSN: 1539-9087
DOI: 10.1145/3580737
BibTeX: Download , , :
2022
FPGA/GPU-based Acceleration for Frequent Itemsets Mining: A Comprehensive Review
In: ACM Computing Surveys 54 (2022)
ISSN: 0360-0300
DOI: 10.1145/3472289
BibTeX: Download , , , , , :
2021
Decision Tree-based Throughput Estimation to Accelerate Design Space Exploration for Multi-Core Applications
24. Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (München, 18. März 2021 - 19. März 2021)
BibTeX: Download , , :
2020
On the design of hardware architectures for parallel frequent itemsets mining
In: Expert Systems With Applications 157 (2020)
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2020.113440.
BibTeX: Download , , , , :
Multi-objective Optimization of Mapping Dataflow Applications to MPSoCs Using a Hybrid Evaluation Combining Analytic Models and Measurements
In: ACM Transactions on Design Automation of Electronic Systems 26 (2020), S. 1–33
ISSN: 1084-4309
DOI: 10.1145/3431814
BibTeX: Download , , , :
2019
Using hashing and lexicographic order for Frequent Itemsets Mining on data streams
In: Journal of Parallel and Distributed Computing 125 (2019), S. 58-71
ISSN: 0743-7315
DOI: 10.1016/j.jpdc.2018.11.002.
BibTeX: Download , , , , , :
On the Analytic Evaluation of Schedules via Max-Plus Algebra for DSE of Multi-Core Architectures
22nd International Workshop on Software and Compilers for Embedded Systems, (SCOPES) (Sankt Goar, Germany, 27. Mai 2019 - 28. Mai 2019)
In: Proceedings of the 22st International Workshop on Software and Compilers for Embedded Systems, SCOPES 2019, Sankt Goar, Germany 2019
DOI: 10.1145/3323439.3323979
BibTeX: Download , , , :
Compilation of Dataflow Applications for Multi-Cores using Adaptive Multi-Objective Optimization
In: ACM Transactions on Design Automation of Electronic Systems 24 (2019), Art.Nr.: 29
ISSN: 1084-4309
DOI: 10.1145/3310249
BibTeX: Download , , , , , , :
2018
Model-Based Design Automation of Hardware/Software Co-Designs for Xilinx Zynq PSoCs
International Conference on Reconfigurable Computing and FPGAs (ReConFig) (Cancún, Mexico, 3. Dezember 2018 - 5. Dezember 2018)
In: IEEE Proceedings of the 13th International Conference on ReConFigurable Computing and FPGAs 2018
DOI: 10.1109/RECONFIG.2018.8641736
BibTeX: Download , , , , , , :
2017
Approximate Frequent Itemsets Mining on Data Streams Using Hashing and Lexicographic Order in Hardware
8th Latin American Symposium on Circuits and Systems (LASCAS)
DOI: 10.1109/LASCAS.2017.7948076
BibTeX: Download , , , , , :
Automatic Conversion of Simulink Models to SysteMoC Actor Networks
20th International Workshop on Software and Compilers for Embedded Systems (SCOPES) (Sankt Goar, 12. Juni 2017 - 13. Juni 2017)
DOI: 10.1145/3078659.3078668
BibTeX: Download , , , :
High-Level Synthesis for Hardware/Software Co-Design of Distributed Smart Camera Systems
International Conference on Distributed Smart Cameras (ICDSC) (Stanford, USA, 5. September 2017 - 7. September 2017)
In: ACM Proceedings of the 11th International Conference on Distributed Smart Cameras 2017
DOI: 10.1145/3131885.3131932
BibTeX: Download , , , , , :
2016
Hardware Architectures for Frequent Itemset Mining Based on Equivalence Classes Partitioning
2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
DOI: 10.1109/IPDPSW.2016.98
BibTeX: Download , , :
A scalable and customizable processor array for implementing cellular genetic algorithms
In: Neurocomputing (2016), S. 899 - 910
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2015.05.128
URL: http://www.sciencedirect.com/science/article/pii/S0925231215015933
BibTeX: Download , , :
2015
An Empirical Analysis on Dimensionality in Cellular Genetic Algorithms
Annual Conference on Genetic and Evolutionary Computation - GECCO '15
DOI: 10.1145/2739480.2754699
URL: http://doi.acm.org/10.1145/2739480.2754699
BibTeX: Download , , , :
Talks
2021
2019
2017
- Automatic Conversion of Simulink Models to SysteMoC Actor Networks, Sankt Goar, SCOPES
2016
Reviewing Journals
- Applied Mathematics and Computation
- IEEE Access
- Expert Systems with Applications (ESWA)
- Neurocomputing
- Engineering Applications of Artificial Intelligence
Reviewing Conferences and Workshops
Thesis
- Hardware Architecture for Frequent Itemsets Mining in static datasets using a segmentation strategy,
M.Sc. Thesis, National Institute of Astrophysics, Optics and Electronics (INAOE), November 2015
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