Computer Architecture Design and Test for Embedded Systems

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  • 2025

    Accelerating Selective Sweep Detection using AMD Deep Learning Processing Units and Vitis AI

    Bunda, S., Alachiotis, N. (Advisor) & Spreeuwers, L. (Advisor), 7 May 2025, (Accepted/In press) 45th Symposium on Information Theory and Signal Processing (SITB 2025). p. 8-11 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

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  • Co-Designing NVM-based Systems for Machine Learning and In-memory Search Applications

    Henkel, J., Siddhu, L., Nassar, H., Bauer, L., Chen, J. J., Hakert, C., Seidl, T., Chen, K. H., Hu, X. S., Li, M., Yang, C. L. & Wei, M. L., 9 Apr 2025, Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2024. IEEE, 125. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • REAP-NVM: Resilient Endurance-Aware NVM-Based PUF Against Learning-Based Attacks

    Nassar, H., Wei, M.-L., Yang, C.-L., Henkel, J. & Chen, K.-H., 21 May 2025, 2025 Design, Automation & Test in Europe Conference (DATE). IEEE, 2 p. 10992747

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • TrackScorer: Skyrmion Logic-in-Memory Accelerator for Tree-Based Ranking Models

    Cishugi, E. S., Buschjäger, S., Noorlander, M., Ottavi, M. & Chen, K.-H., 21 May 2025, 2025 Design, Automation & Test in Europe Conference (DATE). IEEE, 7 p. 10992934

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2024

    Accelerated Real-Time Classification of Evolving Data Streams using Adaptive Random Forests

    Ridder, F., Chen, K.-H. & Alachiotis, N., 1 Feb 2024, 2023 International Conference on Field Programmable Technology (ICFPT). Piscataway, NJ: IEEE, p. 232-237 6 p. 10416141

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Accelerated Spiking Convolutional Neural Networks for Scalable Population Genomics

    Corradi, F., Shen, Z., Zhao, H. & Alachiotis, N., 19 Jun 2024, Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, HEART 2024. Josipovic, L., Zhou, P., Shanker, S., Cardoso, J. M. P., Anderson, J. & Yuichiro, S. (eds.). Association for Computing Machinery, p. 53-62 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Analyzing Per-Application Energy Consumption in a Multi-Application Computing Continuum

    Baneshi, S., Pathania, A., Akesson, B., Pimentel, A. & Varbanescu, A. L., 14 Oct 2024, 2024 9th International Conference on Fog and Mobile Edge Computing, FMEC 2024. Quwaider, M., Alawadi, S. & Jararweh, Y. (eds.). IEEE, p. 30-37 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • An Enhanced Fault Injection Framework for FPGA-Based Soft-Cores

    Smit, T. T., Forlin, B. E., Chen, K.-H., Souvatzoglou, I., Psarakis, M. & Ottavi, M., 20 Nov 2024, 2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT). IEEE, 6 p. 10753564

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Asynchronous Distributed Energy Management with Co-Operative Agents

    Pappu, A., Hurink, J. L., Hoogsteen, G. & Gerards, M. E. T., 15 Apr 2024, 2024 IEEE 8th Energy Conference (ENERGYCON).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Co-optimized training of models with synaptic delays for digital neuromorphic accelerators

    Patiño-Saucedo, A., Meijer, R., Detteter, P., Yousefzadeh, A., Garrido-Regife, L., Linares-Barranco, B. & Sifalakis, M., 2 Jul 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. IEEE, (Proceedings - IEEE International Symposium on Circuits and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    2 Citations (Scopus)
    51 Downloads (Pure)

  • Distillation vs. Sampling for Efficient Training of Learning to Rank Models

    Khandel, P., Yates, A., Varbanescu, A. L., De Rijke, M. & Pimentel, A., 5 Aug 2024, ICTIR 2024 - Proceedings of the 2024 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, p. 51-60 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning

    Huijbregts, L., Liu, H. H., Detterer, P., Hamdioui, S., Yousefzadeh, A. & Bishnoi, R., 7 Nov 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. IEEE, p. 1-6 260. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Enhancing Privacy Through Time Aggregation of Load Profiles in Energy Management

    Varenhorst, I. A. M., Hoogsteen, G., Gerards, M. E. T. & Hurink, J. L., 15 Apr 2024, 2024 IEEE 8th Energy Conference (ENERGYCON). IEEE, 6 p. 10488782

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Exploring the Versal AI Engines for Signal Processing in Radio Astronomy

    Van Wijhe, V., Sprave, V., Passaretti, D., Alachiotis, N., Grutzeck, G., Pionteck, T. & Van Der Vlugt, S., 9 Oct 2024, 2024 34th International Conference on Field-Programmable Logic and Applications, FPL 2024. IEEE, 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference

    Hakert, C., Chen, K.-H. & Chen, J.-J., 2024, 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE): Proceedings. IEEE, 2 p. ( Proceedings (DATE)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • FPGA-accelerated Quantum Transport Measurements

    Haarman, T., Sousa de Almeida, A. J., Heskes, A., Zwanenburg, F. A. & Alachiotis, N., 1 Feb 2024, 2023 International Conference on Field Programmable Technology (ICFPT). Piscataway, NJ: IEEE, p. 44-52 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • GraphSys-2024: 2nd Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems

    Iosup, A., Prodan, R. & Varbanescu, A. L., 7 May 2024, ICPE 2024 - Companion of the 15th ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, p. 95-96 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Invited: Neuromorphic Vision Modalities in the NimbleAI 3D Chip

    Iturbe, X., Linares-Barranco, B., Ieng, S. H., Erdmann, A., Peres, L., Rhodes, O., Tornero, R., Sifalakis, M., Van De Burgwal, M., Yousefzadeh, A., Kooli, M., Alidori, R. & Zaykov, P., 7 Nov 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. IEEE, p. 1-4 358. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Language-Based Deployment Optimization for Random Forests (Invited Paper)

    Malcher, J., Biebert, D., Chen, K.-H., Buschjäger, S., Hakert, C. & Chen, J.-J., 20 Jun 2024, LCTES '24: 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, Copenhagen, Denmark, 24 June 2024. Shrivastava, A. & Sui, Y. (eds.). New York, NY: ACM Publishing, p. 58-61 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Lightweight Instrumentation for Accurate Performance Monitoring in RTOSes

    Forlin, B., Chen, K. H., Alachiotis, N., Cassano, L. & Ottavi, M., 10 Jun 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. IEEE, (Proceedings -Design, Automation and Test in Europe, DATE).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • MassiveClicks: A Massively-Parallel Framework for Efficient Click Models Training

    Thijssen, S., Khandel, P., Yates, A. & Varbanescu, A. L., 16 Apr 2024, Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28 – September 1, 2023, Revised Selected Papers. Zeinalipour, D., Blanco Heras, D., Pallis, G., Herodotou, H., Trihinas, D., Balouek, D., Diehl, P., Cojean, T., Fürlinger, K., Kirkeby, M. H., Nardelli, M. & Di Sanzo, P. (eds.). Springer, p. 232-245 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14351 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Neutron Beam Evaluation of Probabilistic Data Structure-based Online Checkers

    Forlin, B., Annink, E. B., Cishugi, E., Cazzaniga, C., Rech, P., Rauwerda, G., Furano, G. & Ottavi, M., 5 Aug 2024, 2024 IEEE 30th International Symposium on On-line Testing and Robust System Design, IOLTS 2024. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
    27 Downloads (Pure)

  • Optimizing PointNet++ and DBSCAN for Object Detection in Automotive Radar Point Clouds

    Fatseas, K., Bekooij, M. J. G. & Sanberg, W. P., 4 Nov 2024, 2024 21st European Radar Conference, EuRAD 2024. IEEE, p. 39-42 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • SENSIM: An Event-driven Parallel Simulator for Multi-core Neuromorphic Systems

    Nembhani, P., Vadivel, K., Tang, G., Tahghighi, M., Van Schaik, G. J., Sifalakis, M., Al-Ars, Z. & Yousefzadeh, A., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Piscataway, NJ: IEEE, 6 p. (Proceedings of the International Joint Conference on Neural Networks (IJCNN); vol. 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Towards the Online Reconfiguration of a Dependable Distributed On-Board Computer

    te Hofsté, G., Lund, A., Ottavi, M. & Lüdtke, D., 1 Aug 2024, Architecture of Computing Systems - 37th International Conference, ARCS 2024, Proceedings. Fey, D., Stabernack, B., Lankes, S., Pacher, M. & Pionteck, T. (eds.). Springer, p. 127-141 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14842 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-Based Vision

    Arjmand, C., Xu, Y., Shidqi, K., Dobrita, A. F., Vadivel, K., Detterer, P., Sifalakis, M., Yousefzadeh, A. & Tang, G., 2024, Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Piscataway, NJ: IEEE, p. 94-101 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • 2023

    An unprotected RISC-V Soft-core processor on an SRAM FPGA: Is it as bad as it sounds?

    Forlin, B. E., van Huffelen, W., Cazzaniga, C., Rech, P., Alachiotis, N. & Ottavi, M., 2023, Proceedings - 2023 IEEE European Test Symposium, ETS 2023. Piscataway, NJ: IEEE, 6 p. (Proceedings IEEE European Test Symposium (ETS); vol. 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    2 Citations (Scopus)
    120 Downloads (Pure)

  • Assessment of Efficient Dispatching in FreeRTOS

    Hagens, F. & Chen, K.-H., 2023, The 17th annual workshop on Operating Systems Platforms for Embedded Real-Time applications (OSPERT). p. 7-9 3 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Association of Camera and Radar Detections Using Neural Networks

    Fatseas, K. & Bekooij, M. J. G., 21 Jun 2023, RadarConf23 - 2023 IEEE Radar Conference, Proceedings. IEEE, (Proceedings of the IEEE Radar Conference; vol. 2023-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    1 Citation (Scopus)
    1 Downloads (Pure)

  • Average Task Execution Time Minimization under (m, k) Soft Error Constraint

    Shi, J., Ueter, N., Chen, J.-J. & Chen, K.-H., 23 Jun 2023, 2023 IEEE 29th Real-Time and Embedded Technology and Applications Symposium (RTAS). IEEE, p. 1-13 13 p. 10155688

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    4 Citations (Scopus)
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  • DEV-PIM: Dynamic Execution Validation with Processing-in-Memory

    Bolat, A., Tugrul, Y. C., Celik, S. H., Sezer, S., Ottavi, M. & Ergin, O., 2023, Proceedings - 2023 IEEE European Test Symposium, ETS 2023. Piscataway, NJ: IEEE, 6 p. (Proceedings of the European Test Workshop; vol. 2023-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Effective Data Preprocessing Techniques for CNN-based Selective Sweep Detection

    Zhao, H. & Alachiotis, N., 8 Dec 2023, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Piscataway, NJ: IEEE, p. 793-800 8 p. 10385303. (IEEE International Conference on Bioinformatics and Biomedicine (BIBM); vol. 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    4 Citations (Scopus)
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  • Energy-Efficient Radix-4 Belief Propagation Polar Code Decoding Using an Efficient Sign-Magnitude Adder and Clock Gating

    Meteer, O., Van Den Brink, A. & Bekooij, M. J. G., 4 Jan 2023, 2022 25th Euromicro Conference on Digital System Design, DSD 2022. Fabelo, H., Ortega, S. & Skavhaug, A. (eds.). IEEE, p. 126-133 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Enhanced Distributed Self-Healing System for Electrical Distribution Networks Using ADMM

    Camilo López, J., Gerards, M. E. T., Hurink, J. L. & Rider, M. J., 20 Jul 2023, 2023 IEEE Power and Energy Society General Meeting, PESGM 2023. Piscataway, NJ: IEEE, p. 1-5 5 p. 10253390. (IEEE Power and Energy Society General Meeting; vol. 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Exploring Genomic Sequence Alignment for Improving Side-Channel Analysis

    Uchoa, H., Arora, V., Vermoen, D., Ottavi, M. & Alachiotis, N., 2023, Computer Security – ESORICS 2023: 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023, Proceedings, Part III. Tsudik, G., Conti, M., Liang, K. & Smaragdakis, G. (eds.). Cham: Springer, p. 203-221 19 p. (Lecture Notes in Computer Science; vol. 14346).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Fusion Model Using a Neural Network and MLE for a Single Snapshot DOA Estimation with Imperfection Mitigation

    Lima de Oliveira, M. L. & Bekooij, M. J. G., 28 Dec 2023, 2023 IEEE International Radar Conference, RADAR 2023. Piscataway, NJ: IEEE, (Proceedings of the IEEE Radar Conference (RADAR); vol. 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum

    Iosup, A., Prodan, R., Varbanescu, A. L., Talluri, S., Magalhaes, G., Hokstam, K., Zwaan, H., Van Beek, V., Farahani, R. & Kimovski, D., 15 Apr 2023, ICPE 2023 - Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, p. 209-214 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Graph-Optimizer: Towards Predictable Large-Scale Graph Processing Workloads

    Varbanescu, A.-L. & Bartolini, A., 15 Apr 2023, ICPE '23 Companion: Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. New York, NY: Association for Computing Machinery, p. 255-256 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests

    Hakert, C., Chen, K.-H. & Chen, J.-J., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Cham: Springer, p. 531-546 16 p. (Lecture Notes in Computer Science; vol. 13717).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Message from the Program Chairs

    Varbanescu, A. L. & Balaji, P., 10 Jul 2023, 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid). p. XVIII-XX

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Modelling Performance Loss due to Thread Imbalance in Stochastic Variable-Length SIMT Workloads

    Swatman, S. N., Varbanescu, A. L., Krasznahorkay, A. & Pimentel, A., 3 Mar 2023, Proceedings - 2022 30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2022. IEEE, p. 137-144 8 p. (Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Neutron Radiation Tests of the NEORV32 RISC-V SoC on Flash-Based FPGAs

    Böhmer, K., Forlin, B., Cazzaniga, C., Rech, P., Furano, G., Alachiotis, N. & Ottavi, M., 14 Nov 2023, 36th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2023. Cassano, L., Psarakis, M., Traiola, M. & Bosio, A. (eds.). Piscataway, NJ: IEEE, (Proceedings - IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT; vol. 36).

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    4 Citations (Scopus)

  • On the Equivalence of Maximum Reaction Time and Maximum Data Age for Cause-Effect Chains

    Günzel, M., Teper, H., Chen, K.-H., von der Brüggen, G. & Chen, J.-J., 3 Jul 2023, 35th Euromicro Conference on Real-Time Systems (ECRTS 2023). Papadopoulos, A. V. (ed.). Dagstuhl, p. 10:1--10:22 22 p. 10

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    6 Citations (Scopus)
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  • Performance Engineering for Graduate Students: a View from Amsterdam

    Varbanescu, A.-L., Swatman, S. N. & Pathania, A., 12 Nov 2023, SC-W '23: Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis (SC Workshops 2023). New York, NY: Association for Computing Machinery, p. 357-365 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Rapid NVM Simulation and Analysis on Single Bit Granularity Featuring Gem5 and NVMain

    Hölscher, N., Truong, M. D., Hakert, C., Seidl, T., Chen, K. H. & Chen, J.-J., 22 Sept 2023, 2023 12th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2023. Piscataway, NJ: IEEE, p. 50-55 6 p. (Non-Volatile Memory Systems and Applications Symposium (NVMSA); vol. 2023, no. 12).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Scheduling Periodic Segmented Self-Suspending Tasks without Timing Anomalies

    Lin, C.-C., Günzel, M., Shi, J., Seidl, T. T., Chen, K.-H. & Chen, J.-J., 23 Jun 2023, 2023 IEEE 29th Real-Time and Embedded Technology and Applications Symposium (RTAS). IEEE, p. 161-173 13 p. 10155695

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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  • Software Implementation and Performance of a Computational Complexity Reduced Belief Propagation Polar Code Decoder

    Van Den Brink, A. B., Meteer, O. & Bekooij, M. J. G., 22 Sept 2023, 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    1 Citation (Scopus)
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  • Special Session-Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications

    Henkel, J., Siddhu, L., Bauer, L., Teich, J., Wildermann, S., Tahoori, M., Mayahinia, M., Castrillon, J., Khan, A. A., Farzaneh, H., De Lima, J. P. C., Chen, J. J., Hakert, C., Chen, K. H., Yang, C. L. & Cheng, H. Y., 13 Nov 2023, 2023 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems, CASES 2023. IEEE, p. 11-20 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    2 Citations (Scopus)
    115 Downloads (Pure)

  • SweepNet: A Lightweight CNN Architecture for the Classification of Adaptive Genomic Regions

    Zhao, H., Pavlidis, P. & Alachiotis, N., 26 Jun 2023, PASC '23: Proceedings of the Platform for Advanced Scientific Computing Conference. ACM Press, p. 1-10 10 p. 12

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    6 Citations (Scopus)
    108 Downloads (Pure)

  • Systematically Exploring High-Performance Representations of Vector Fields Through Compile-Time Composition

    Swatman, S. N., Varbanescu, A.-L., Pimentel, A., Salzburger, A. & Krasznahorkay, A., 15 Apr 2023, ICPE '23: Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering. New York, NY: Association for Computing Machinery, p. 55-66 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    3 Citations (Scopus)
    60 Downloads (Pure)