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.
- 2022
- 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), 241Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
- 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 chapter › Book chapter › Research › peer-review
- 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, USAResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- 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 Journal › Journal article › Research › peer-review
- 2021
- 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. thesis › Report
- 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). IEEEResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- 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 chapter › Article in proceedings › Research › peer-review
- 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 chapter › Article in proceedings › Research › peer-review
- 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 chapter › Article in proceedings › Research › peer-review
- 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 Journal › Journal article › Research › peer-review