Projecten per jaar
Organisatieprofiel
Introductie / missie
The Efficient Stream Processing lab focusses on addressing the key challenges in this design flow, i.e. developing adaptive programming languages for streaming applications, platform-aware compilers, and memory-centric architectures.
Organisatieprofiel
Efficient stream processing at the edge is critical for realizing a sustainable society. For example, intelligent camera systems monitor real time traffic with the objective to guide traffic flows thereby reducing traffic jams and pollution. Other systems in for example smart homes (building automation), health (vital signs monitoring), industry (predictive maintenance, quality control), agriculture (weather forecasting), leisure (crowd management) produce, often with regular intervals, large streams of data that need to be processed in real time. Sometimes processing in the cloud is feasible, but more often stringent timing and privacy constraints require processing of the data inside the edge devices. To deliver the required capabilities and the economic promise, research in novel design methods and architectures for efficient stream processing is critical.
Vingerafdruk
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Profielen
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Ali Banagozar, MSc
- Electrical Engineering, Efficient Stream Processing Lab
- Electrical Engineering, Electronic Systems - Promovendus
Persoon: Prom. : Promovendus
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Sherif Eissa, MSc
- Electrical Engineering, Efficient Stream Processing Lab
- Electrical Engineering, Electronic Systems - Promovendus
Persoon: Prom. : Promovendus, Prom. : Promovendus
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Shuhao Que, MSc
- Electrical Engineering, Efficient Stream Processing Lab
- Eindhoven MedTech Innovation Center - Promovendus
- Electrical Engineering, Electronic Systems - Promovendus
Persoon: Prom. : Promovendus, Prom. : Promovendus
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Unobtrusive Monitoring of Sleep Apnea (UMOSA)
van der Hagen, D. (Project communicatie medewerker), de Mol-Regels, M. (Project communicatie medewerker), Stuijk, S. (Project Manager), Que, S. (Projectmedewerker), Simões de Melo, D. (Projectmedewerker), Pires Alves, R. (Projectmedewerker) & Jordans, R. (Projectmedewerker)
1/09/19 → 31/08/25
Project: Second tier
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TOIO Design Project - FEI/Thermo Fisher - PDEng
van der Hagen, D. (Project communicatie medewerker), de Mol-Regels, M. (Project communicatie medewerker) & Stuijk, S. (Project Manager)
1/08/19 → 31/08/24
Project: Third tier
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TTW P16-25 (Project 1): Deep Learning as a Service (DLaaS)
Stuijk, S. (Project Manager), Hosseinibijikola, S. (Projectmedewerker), van der Hagen, D. (Project communicatie medewerker), de Mol-Regels, M. (Project communicatie medewerker) & Karami, S. (Projectmedewerker)
1/01/19 → 31/12/23
Project: Onderzoek direct
Onderzoeksoutput
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Accuracy of remote, video-based supraventricular tachycardia detection in patients undergoing elective electrical cardioversion: a prospective cohort
Cramer, I. (Corresponding author), van Esch, R., Verstappen, C., Kloeze, C., van Bussel, B., Stuijk, S., Bergmans, J., van 't Veer, M., Zinger, S., Montenij, L., Bouwman, R. A. & Dekker, L., 29 jan. 2025, (E-publicatie vóór gedrukte publicatie) In: Journal of Clinical Monitoring and Computing. XX, XXOnderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access1 Citaat (Scopus) -
Camera-Based Continuous Heart and Respiration Rate Monitoring in the ICU
van Esch, R. J. C. (Corresponding author), Cramer, I., Verstappen, C. C. A. G., Kloeze, C., Bouwman, R. A., Dekker, L. R., Montenij, L., Bergmans, J., Stuijk, S. & Zinger, S., 1 apr. 2025, In: Applied Sciences. 15, 7, 22 blz., 3422.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand11 Downloads (Pure) -
NEXUS: A 28nm 3.3pJ/SOP 16-Core Spiking Neural Network with a Diamond Topology for Real-Time Data Processing
Sadeghi, M., Rezaeiyan, Y., Khatiboun, D. F., Eissa, S., Corradi, F., Augustine, C. & Moradi, F., jun. 2025, In: IEEE Transactions on Biomedical Circuits and Systems. 19, 3, blz. 523-535 13 blz., 10661301.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Datasets
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Data from: How oscillating aerodynamic forces explain the timbre of the hummingbird's hum and other animals in flapping flight
Hightower, B. (Bijdrager), Wijnings, P. (Bijdrager), Scholte, R. (Bijdrager), Ingersoll, R. (Bijdrager), Chin, D. (Bijdrager), Nguyen, J. (Bijdrager), Shorr, D. (Bijdrager) & Lentink, D. (Bijdrager), Zenodo, 5 mrt. 2021
DOI: 10.5061/dryad.73n5tb2vs, https://zenodo.org/record/4586751
Dataset
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Aircraft Marshaling Signals Dataset of FMCW Radar and Event-Based Camera for Sensor Fusion
Müller, L. (Ontwerper), Sifalakis, M. (Ontwerper), Eissa, S. (Ontwerper), Yousefzadeh, A. (Ontwerper), Stuijk, S. (Ontwerper), Corradi, F. (Ontwerper) & Detterer, P. (Ontwerper), Zenodo, 1 mei 2023
DOI: 10.5281/zenodo.7656911, https://zenodo.org/records/10359770
Dataset
Knipsels
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Eindhoven University of Technology Researcher Provides New Study Findings on Sensor Research (Speckle Vibrometry for Instantaneous Heart Rate Monitoring)
Stuijk, S., Overeem, S., van Meulen, F. & Que, S.
27/07/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Eindhoven University of Technology: Social Heroes, Flight of the Hummingbird, and FameLab Winners All on Heroes Like You TV
Wijnings, P. W. A. & Fitzgerald, B.
30/06/21
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Organizing the Fourth International Workshop of Computer Vision for Physiological Measurement on CVPR 2021
Wang, W., McDuff, D. & Stuijk, S.
25/06/21
1 Mediabijdrage
Pers / media: PR activiteiten
Scripties/Masterproeven
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Automated application of post-compilation countermeasures against fault attacks
Cao, V. N. (Auteur), Stuijk, S. (Afstudeerdocent 1), Moro, N. (Externe coach) & Zussa, L. (Externe coach), 17 aug. 2023Scriptie/Masterproef: Master
Bestand -
Dynamic Device Management and Automatic Network Resource Discovery in OpenCL for Multi-Access Edge Computing
Agarwal, Y. (Auteur), Stuijk, S. (Afstudeerdocent 1) & Jääskelainen, P. O. (Externe coach), 29 aug. 2024Scriptie/Masterproef: Master
Bestand -
Efficient Interconnect Design for a Data-centric Weather Prediction Accelerator
Ravi, K. (Auteur), Corporaal, H. (Afstudeerdocent 1), Singh, G. (Afstudeerdocent 2), Vadivel, K. (Afstudeerdocent 2) & Luijten, R. P. (Externe coach), 22 okt. 2020Scriptie/Masterproef: Master
Bestand