Projects per year
Organisation profile
Introduction / mission
We at the Interconnected Resource-aware Intelligent Systems cluster address (distributed embedded) systems performance challenges in terms of timing behavior, dependability, programmability, reliability, robustness, scalability, accuracy, energy and data computation efficiency, and trustworthiness.
Highlighted phrase
Industrial applications and collaborations inspire us in our research and ensure that our research has economic and societal impact.
Organisation profile
Science and technology have changed the way we live, communicate, work, and even spend our free time. We are surrounded by systems of varying sizes and forms that sense, communicate, and try to make sense of what happens, with, within, and around us or where they operate (e.g. in a car or at a factory). The goal of all these systems is to create a safer, healthier, more pleasant, and more productive environment and set of services.
Rapid advancement of science and technology has created a situation, in which ‘living in isolation’ is unimaginable. The same also applies to systems. It is rare, if possible at all, to find any system that is not, one way or the other, connected and work and collaborate together to achieve a single goal. There are also many other situations that are becoming unimaginable or unacceptable to say the least. Systems that fail, are unreliable, inaccurate, or not secure. But as the scale, complexity, heterogeneity, and extent of usage of these systems increase, so do the performance challenges of these systems.
We at the Interconnected Resource-aware Intelligent Systems cluster address (distributed embedded) systems performance challenges in terms of timing behavior, dependability, programmability, reliability, robustness, scalability, accuracy, energy and data computation efficiency, and trustworthiness.
The industrial applications and collaborations inspire us in our research and ensure that our research outcome remains as close as possible to real-world problems and has economic and societal impacts.
Our research is being performed in the context of various application domains including automotive, smart industry, predictive maintenance, logistics, smart cities, health and wellbeing, and intelligent lighting.
The following three pillars, and their interaction, form the basis of IRIS research:
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Pervasive networking: Edge networking, (IoT) communication and interoperability, (IoT) Network resource management
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Pervasive computing: Edge computing and federated learning, Edge-driven data analytics and machine learning, Embedded AI, Explainable AI, Data flow computing
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Predictable performance: Time-sensitive networks, Realtime distributed systems, Resource management and scheduling, Formal modeling, analysis & verification, Model-based engineering of CPS
Fingerprint
Collaborations and top research areas from the last five years
Profiles
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C.H. (Kees) van Berkel
- Mathematics and Computer Science - Full Professor emeritus
Person: HGL em : Full Professor emeritus
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Bram R.D. van Berlo, MSc
- Mathematics and Computer Science - Doctoral Candidate-TA
- Mathematics and Computer Science, Interconnected Resource-aware Intelligent Systems
Person: OWP : University Teacher / Researcher
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INTERSECT
Weffers, H. (Project Manager), Kempinski, S. (Project member), Meratnia, N. (Project member), Özçelebi, T. (Project member), van den Brand, M. G. J. (Project member), Kurtev, I. (Project member), Hatefi, Z. (Project member), Bibi, I. (Project member), Luyk, M. (Project communication officer), Leite, C. (Project member), Gankhuyag, G. (Project member), Allodi, L. (Project member), Bekkers, R. N. A. (Project member), Etalle, S. (Project member), Sciancalepore, S. (Project member), Özçelebi, T. (Project member) & den Hartog, J. I. (Project member)
1/09/20 → …
Project: Research direct
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OptiLight
Linnartz, J.-P. M. G. (Project Manager), Bonarius, J. H. (Project member), Smolders, K. C. H. J. (Project member), Vogels, I. M. L. C. (Project member), Peeters, S. T. (Project member), Dangol, R. (Project member), Kruisselbrink, T. W. (Project member), Özçelebi, T. (Project member) & de Kort, Y. A. W. (Project member)
1/11/16 → 31/10/20
Project: Research direct
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"Trust4All"
Lukkien, J. J. (Project member), Verhoeven, P. H. F. M. (Project member), Bondarau, E. (Project member) & Chaudron, M. R. V. (Project Manager)
1/07/05 → 1/10/07
Project: Research direct
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DeltaMask: Minimizing Communication in Federated Fine-Tuning of Vision Foundation Models
Tsouvalas, V., Asano, Y. M. & Saeed, A., 16 Jan 2025, 2024 IEEE International Conference on Big Data, IEEE BigData 2024. Institute of Electrical and Electronics Engineers, p. 8042-8051 10 p. 10825398Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile11 Downloads (Pure) -
Leveraging Parallelism in Global Scheduling to Improve State Space Exploration in the SAG Framework
Gohari, P., Nelissen, G., Voeten, J. & Nasri, M., 3 Jan 2025, RTNS '24: Proceedings of the 32nd International Conference on Real-Time Networks and Systems. New York: Association for Computing Machinery, Inc, p. 70-81 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Navigating the International Data Space To Build Edge-Driven Cross-Domain Dataspace Ecosystem
Singh, P. (Corresponding author-nrf), Meratnia, N., Beliatis, M. J. & Presser, M., 25 Jan 2025, Global Internet of Things and Edge Computing Summit: First Global Summit, GIECS 2024, Brussels, Belgium, September 24–25, 2024, Proceedings. Presser, M., Skarmeta, A., Krco, S. & González Vidal, A. (eds.). Cham: Springer, p. 151-168 18 p. (Communications in Computer and Information Science (CCIS); vol. 2328).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Downloads (Pure)
Datasets
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26 GHz OFDM and 77 GHz FMCW Radar Dataset for Domain Shift Invariant Blockage Prediction
Miao, Y. (Creator), van Berlo, B. R. D. (Creator), Mao, K. (Creator), Hersyandika, R. (Creator), Pollin, S. (Creator), Meratnia, N. (Creator) & Willetts, B. (Creator), 4TU.Centre for Research Data, 7 Jul 2023
DOI: 10.4121/22117145, https://data.4tu.nl/datasets/838cf4b1-c9c5-4488-bbd7-bd794c4894c1 and one more link, https://data.4tu.nl/datasets/838cf4b1-c9c5-4488-bbd7-bd794c4894c1/2 (show fewer)
Dataset
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Data underlying the publication: Model-based simulation and threat analysis of in-vehicle networks
Lekidis, A. (Creator) & Barosan, I. (Contributor), 4TU.Centre for Research Data, 11 Nov 2019
DOI: 10.4121/uuid:43484fbd-e8a9-4884-b094-1eee9f69f458
Dataset
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Data, software and scripts related to the Process PLS methodology manuscript
van Kollenburg, G. (Owner), Offermans, T. (Contributor) & Bouman, R. (Contributor), Mendeley Data, 22 Oct 2021
DOI: 10.17632/9x9h7fr4kn
Dataset
Prizes
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Best Paper Award - ICESS 2021
Nelissen, G. (Recipient), Arora, J. (Recipient), Maia, C. (Recipient), Rashid, S. A. (Recipient) & Tovar, E. (Recipient), Dec 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Best paper award of the 19th IEEE International Conference on Software Maintenance (ICSM)
Bril, R. J. (Recipient), Postma, A. (Recipient) & Krikhaar, R. L. (Recipient), 2003
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Best Paper Award of the 2011 IEEE 29th International Conference on Consumer Electronics (ICCE) - 2nd place winner
Tempelaars, C. (Recipient), van den Heuvel, M. M. H. P. (Recipient), Bril, R. J. (Recipient) & Hentschel, C. (Recipient), Jan 2011
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
File
Activities
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Embedded Systems Week (ESWEEK 2023)
Nasri, M. (Organiser)
18 Sept 2023 → 20 Sept 2023Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Invited talk at UvA: "The past, present, and future trends in real-time systems design"
Nasri, M. (Speaker)
6 Sept 2023Activity: Talk or presentation types › Invited talk › Scientific
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Functionally Safe Multi-Core Systems, Dagstuhl-Seminar 23341
Nasri, M. (Contributor)
22 Aug 2023Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
Press/Media
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Researchers' Work from Delft University of Technology Focuses on Engineering (Sequence- and Time-Dependent Maintenance Scheduling in Twice Re-Entrant Flow Shops)
12/10/23
1 item of Media coverage
Press/Media: Expert Comment
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Study Findings on Water Supply Published by Researchers at Radboud University (Monitoring pollution pathways in river water by predictive path modelling using untargeted GC-MS measurements)
17/07/23
1 item of Media coverage
Press/Media: Expert Comment
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Data on Information and Data Processing Described by Researchers at Eindhoven University of Technology (Sdn-enabled Resource Provisioning Framework for Geo-distributed Streaming Analytics)
30/05/23
1 item of Media coverage
Press/Media: Expert Comment
Research areas
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Pervasive computing
Meratnia, N. (Content manager) & Luyk, M. (Administrative support)
Impact: Research Topic/Theme (at group level)
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Pervasive networking
Meratnia, N. (Content manager) & Luyk, M. (Administrative support)
Impact: Research Topic/Theme (at group level)
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Predictable performance
Meratnia, N. (Content manager) & Luyk, M. (Content manager)
Impact: Research Topic/Theme (at group level)
Student theses
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6LoWPAN: IPv6 for battery-less building networks
Abbasi, N. A. (Author), Lukkien, J. J. (Supervisor 1), van der Stok, P. D. V. (Supervisor 2), Geilen, M. C. W. (Supervisor 2) & Verhoeven, P. H. F. M. (Supervisor 2), 31 Aug 2009Student thesis: Master
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Accelerating SIFT feature extraction with a vector DSP: a feasibility study
Sathyanarayana Prasad, A. (Author), van Berkel, C. H. (Supervisor 1), van Kampen, D. (External coach), Kloosterhuis, W. E. H. (External coach) & Goossens, K. G. W. (Supervisor 2), 31 Aug 2014Student thesis: Master
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Accuracy and Precision of Wireless Ultrawideband Localization
van de Beek, L. (Author), Özçelebi, T. (Supervisor 1) & Dolmans, G. (Supervisor 2), 25 Oct 2022Student thesis: Master
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