ITU

Data-intensive Systems and Applications

Organisational unit: Research Group

IT University of Copenhagen
Rued Langgaards Vej 7
DK-2300 Copenhagen S
Denmark

Organisation profile

In a world that constantly requires faster response times and faster access to larger and larger volumes of business data, data systems are essential. The data systems are the computer systems in the data centers that enable the handling and analysis of large amounts of data. This data underlies data-intensive applications, such as big data analytics, self-driving cars, and algorithmic trading.
The research areas of ITU's Data-intensive Systems and Applications range widely from the Internet of Things to storage systems and hardware / software ecosystems.

  1. 2022
  2. Published

    A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications

    Rosero, P., Lopez, V. & Peluffo, D., 9 May 2022, In: Information. 13(5), 241

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  3. Published

    Efficient Lightweight Cryptography Algorithm in IoT Devices with Real-time Criteria

    Rosero, P. & Alvear, V., 22 Apr 2022, Proceedings of the 7th International Conference on Internet of Things, Big Data and Security. Bastieri, D. & Willis, G. (eds.). SCITEPRESS Digital Library, p. 103-109 6 p.

    Research output: Conference Article in Proceeding or Book/Report chapterBook chapterResearchpeer-review

  4. Published

    DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

    Damme, P., Birkenbach, M., Bitsakos, C., Boehm, M., Bonnet, P., Ciorba, F., Dokter, M., Dowgiallo, P., Eleliemy, A., Faerber, C., Goumas, G., Habich, D., Hedam, N., Hofer, M., Huang, W., Innerebner, K., Karakostas, V., Kern, R., Kosar, T., Krause, A., Krems, D., Laber, A., Lehner, W., Mier, E., Paradies, M., Peischl, B., Poerwawinata, G., Psomadakis, S., Rabl, T., Ratuszniak, P., Silva, P., Skuppin, N., Starzacher, A., Steinwender, B., Tolovski, I., Tözün, P., Ulatowski, W., Wang, Y., Wrosz, I., Zamuda, A., Zhang, C. & Zhu, X. X., 9 Jan 2022, Conference on Innovative Data Systems Research. Santa Cruz, California, USA

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  5. Published

    Machine learning for medical imaging: methodological failures and recommendations for the future

    Varoquaux, G. & Cheplygina, V., 2022, In: Nature Digital Medicine.

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  6. 2021
  7. Published

    VLDB 2021: Designing a Hybrid Conference

    Bonnet, P., Dong, L., Naumann, F. & Tözün, P., 15 Dec 2021, 4 ed. Sigmod record. 4 p.

    Research output: Book / Anthology / Report / Ph.D. thesisReport

  8. Published

    A Survey on Security Concerns and Their Actual Solutions for using FPGAs in Cloud Computing

    Rosero, P., 2 Nov 2021, Latin America Congress on Computational Intelligence (LA-CCI). IEEE

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  9. Published

    Exquisitor at the Lifelog Search Challenge 2021: Relationships Between Semantic Classifiers

    Khan, O. S., Duane, A., Jónsson, B. T., Zahálka, J., Rudinac, S. & Worring, M., Aug 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, p. 3-6 4 p.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  10. Published

    Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

    Khan, O. S., Jónsson, B. T., Larsen, M. D., Poulsen, L. A. S., Koelma, D. C., Rudinac, S., Worring, M. & Zahálka, J., Aug 2021, Proceedings of the International Conference on MultiMedia Modeling (MMM). Prague, Czech Republic: Springer, p. 410-416 7 p. (Lecture Notes in Computer Science, Vol. 12573).

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  11. Published

    Impact of Interaction Strategies on User Relevance Feedback

    Khan, O. S., Jónsson, B. T., Zahálka, J., Rudinac, S. & Worring, M., Aug 2021, ICMR '21: Proceedings of the 2021 International Conference on Multimedia Retrieval. Taipei, Taiwan (virtual): Association for Computing Machinery, p. 590-598 9 p.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  12. Published

    Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020

    Lokoč, J., Veselý, P., Mejzlík, F., Kovalčík, G., Souček, T., Rossetto, L., Schoeffmann, K., Bailer, W., Gurrin, C., Sauter, L., Song, J., Vrochidis, S., Wu, J. & Jónsson, B. T., Aug 2021, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 17, 3, p. 91:1-91:26 26 p., 91.

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

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