Computer Architecture Design and Test for Embedded Systems

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  • 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

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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. (ACM International Conference Proceeding Series).

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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 proceedingConference contributionAcademicpeer-review

  • 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 proceedingConference contributionAcademicpeer-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).

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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

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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)).

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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.

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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.

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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).

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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 proceedingConference contributionAcademicpeer-review

  • 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 proceedingConference contributionAcademicpeer-review

  • 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).

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    1 Citation (Scopus)
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  • 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.

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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 proceedingConference contributionAcademicpeer-review

  • 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

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    2 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).

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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).

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    3 Citations (Scopus)
    48 Downloads (Pure)
  • 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.

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

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

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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).

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

    De Oliveira, M. L. L. & Bekooij, M. J. G., 28 Dec 2023, 2023 IEEE International Radar Conference, RADAR 2023. IEEE, (Proceedings of the IEEE Radar Conference).

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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.

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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.

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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).

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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 proceedingConference contributionAcademicpeer-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).

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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).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    3 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

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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.

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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).

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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

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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

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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.

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    1 Citation (Scopus)
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  • 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

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    4 Citations (Scopus)
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  • 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.

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  • The Support of MLIR HLS Adaptor for LLVM IR

    Liang, G. M., Yuan, C. Y., Yuan, M. S., Chen, T. L., Chen, K. H. & Lee, J. K., 13 Jan 2023, ICPP Workshops '22: Workshop Proceedings of the 51st International Conference on Parallel Processing. New York, NY: Association for Computing Machinery, p. 1-8 8 p. 12. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    3 Citations (Scopus)
  • Timing Analysis of Cause-Effect Chains with Heterogeneous Communication Mechanisms

    Guenzel, M., Ueter, N., Chen, K.-H. & Chen, J.-J., 7 Jun 2023, RTNS '23: The 31st International Conference on Real-Time Networks and Systems, Dortmund, Germany, June 7-8, 2023. New York, NY: Association for Computing Machinery, p. 224-234 11 p.

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    1 Citation (Scopus)
  • Timing-Aware ROS 2 Architecture and System Optimization

    Teper, H., Betz, T., Brüggen, G. V. D., Chen, K.-H., Betz, J. & Chen, J.-J., 3 Nov 2023, 2023 IEEE 29th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA). IEEE, p. 206-215 10 p. (2023 IEEE 29th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA); vol. 29).

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    2 Citations (Scopus)
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  • Towards Dependable RISC-V Cores for Edge Computing Devices

    Nikiema, P. R., Palumbo, A., Aasma, A., Cassano, L., Kritikakou, A., Kulmala, A., Lukkarila, J., Ottavi, M., Psiakis, R. & Traiola, M., 28 Aug 2023, 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design (IOLTS). Savino, A., Maniatakos, M., di Carlo, S. & Gizopoulos, D. (eds.). IEEE, 7 p. (Proceedings - 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design, IOLTS 2023).

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    6 Citations (Scopus)
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  • Welcome from the Workshops Chairs

    Iannucci, S. & Varbanescu, A. L., 15 Apr 2023, ICPE 2023 - Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. p. V (ICPE 2023 - Companion of the 2023 ACM/SPEC International Conference on Performance Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 2022

    Accelerated LD-based selective sweep detection using GPUs and FPGAs

    Corts, R., Sterenborg, N. & Alachiotis, N., 2022, 2022 IEEE 36th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022. Piscataway, NJ: IEEE, p. 196-205 10 p.

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  • An Optimal Variable-Latency Architecture for Deterministic Approaches to Stochastic Computing with Unary Bit Stream Preserving Properties

    Meteer, O. & Bekooij, M. J. G., 3 Feb 2022, 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC): Proceedings. IEEE, p. 55-62 8 p. 9689518

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  • A novel approximation scheme for floating-point square root and inverse square root for FPGAs

    Pennestri, P., Huang, Y. & Alachiotis, N., 2022, 2022 11th International Conference on Modern Circuits and Systems Technologies, MOCAST 2022. Piscataway, NJ: IEEE, 4 p.

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    4 Citations (Scopus)
    153 Downloads (Pure)
  • Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited

    Chen, K.-H., Günzel, M., Brüggen, G. V. D. & Chen, J.-J., 8 Dec 2022, 2022 IEEE Real-Time Systems Symposium (RTSS). Piscataway, NJ: IEEE, p. 145-157 13 p. 9984730. (IEEE Real-Time Systems Symposium (RTSS); vol. 2022).

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    7 Citations (Scopus)
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  • Deep-MLE: Fusion between a Neural Network and MLE for a Single Snapshot DOA Estimation

    Lima de Oliveira, M. L. & Bekooij, M. J. G., 22 Apr 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 3673-3677 5 p.

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    9 Citations (Scopus)
    191 Downloads (Pure)
  • Design-Space Exploration for Decision-Support Software

    Penders, A., Varbanescu, A.-L., Pavlin, G. & Sips, H., 19 Sept 2022, ASE '22: 37th IEEE/ACM International Conference on Automated Software Engineering, ASE 2022. Aehnelt, M. & Kirste, T. (eds.). New York, NY: Association for Computing Machinery, 134

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    1 Citation (Scopus)
  • EDF-Like Scheduling for Self-Suspending Real-Time Tasks

    Günzel, M., Brüggen, G. V. D., Chen, K.-H. & Chen, J.-J., 8 Dec 2022, 2022 IEEE Real-Time Systems Symposium (RTSS). Piscataway, NJ: IEEE, p. 172-184 13 p. 9984793. (IEEE Real-Time Systems Symposium (RTSS); vol. 2022).

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    4 Citations (Scopus)
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  • EDRA: A Hardware-Assisted Decoupled Access/Execute Framework on the Digital Market: Invited Paper

    Theodoropoulos, D., Brokalakis, A., Alachiotis, N. & Pnevmatikatos, D., 22 Apr 2022, Embedded Computer Systems: Architectures, Modeling, and Simulation - 21st International Conference, SAMOS 2021, Proceedings. Orailoglu, A., Jung, M. & Reichenbach, M. (eds.). Springer, p. 319-330 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13227 LNCS).

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  • Efficient trimming for strongly connected components calculation

    Niewenhuis, D. & Varbanescu, A. L., 17 May 2022, Proceedings of the 19th ACM International Conference on Computing Frontiers 2022, CF 2022. Association for Computing Machinery, p. 131-140 10 p.

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    2 Citations (Scopus)
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