Data-intensive Systems and Applications

Research output

Research output per year 2017 2018 2019 2020 2021 2022 2023

• 49 Article in proceedings
• 20 Journal article
• 5 Working paper
• 3 Book chapter
• 12 More
  • 2 Anthology
  • 2 Report
  • 2 Editorial
  • 2 Patent
  • 1 Encyclopedia chapter
  • 1 Conference abstract for conference
  • 1 Paper
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2023

  A Survey of Trusted Computing Solutions Using FPGAs

  Rosero, P., István, Z. & Hernandez, W., 24 Mar 2023, In: IEEE Access.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  • Trusted computing 100%
  • Field programmable gate arrays (FPGA) 59%
  • Particle accelerators 18%
  • Information management 16%
  • Computer hardware 10%

• Hybrid Anomaly Detection Model on Trusted IoT Devices

  Rosero, P., István, Z., Tözün, P. & Hernandez, W., 7 Feb 2023, In: IEEE Internet of Things Journal.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  • Anomaly detection 100%
  • Internet of things 80%
  • Cleaning 35%
  • Unsupervised learning 21%
  • Random access storage 21%

• Optimistic Data Parallelism for FPGA-Accelerated Sketching

  Kiefer, M., Poulakis, I., Zacharatou, E. T. & Markl, V., Feb 2023, In: Proceedings of the VLDB Endowment. 16, 5

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

• SheetReader: Efficient Specialized Spreadsheet Parsing

  Gavriilidis, H., Henze, F., Zacharatou, E. T. & Markl, V., May 2023, In: Information Systems. 115

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File
• 2022

  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 Journal › Journal article › Research › peer-review

  Open Access

  • Taxonomies 100%
  • Internet of things 79%
  • Sensors 48%
  • Machine learning 46%
  • Butterworth filters 44%

• Database Indexing and Query Processing (Dagstuhl Seminar 22111)

  Borovica-Gajic, R., Graefe, G., Lee, A. W., Sauer, C. & Tözün, P., 2022, In: Dagstuhl Reports. 12, 3, p. 82-96 15 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research

  Open Access

  • Technical presentations 100%
  • Query processing 89%
  • Data warehouses 23%
  • Industry 8%

• Diversity and Inclusion Activities in Database Conferences: A 2021 Report

  Amer-Yahia, S., Amsterdamer, Y., Bhowmick, S. S., Bonifati, A., Bonnet, P., Borovica-Gajic, R., Catania, B., Cerquitelli, T., Chiusano, S., Chrysanthis, P. K., Curino, C., Darmont, J., Abbadi, A. E., Floratou, A., Freire, J., Jindal, A., Kalogeraki, V., Koutrika, G., Kumar, A., Maiyya, S., & 13 othersMeliou, A., Mohanty, M., Naumann, F., Noack, N. S., Özcan, F., Peterfreund, L., Rahayu, W., Tan, W-C., Tian, Y., Tözün, P., Vargas-Solar, G., Yadwadkar, N. J. & Zhang, M., 2022, In: S I G M O D Record. 51, 2, p. 69-73 5 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

• 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

  Open Access

• Memory-aware curriculum federated learning for breast cancer classification

  Jiménez Sánchez, A., Tardy, M., González Ballester, M. A., Mateus, D. & Piella, G., 20 Dec 2022, In: Computer Methods and Programs in Biomedicine.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  • Curricula 100%
  • Data storage equipment 58%
  • Mammography 24%
  • Computer aided diagnosis 23%
  • Ablation 23%

• Smart and Portable Air-Quality Monitoring IoT Low-Cost Devices in Ibarra City, Ecuador

  Burbano, Y., Marcillo, F. & Wilmar Hernandez, 13 Sep 2022, In: Sensors. 22, 18, 7015.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  • Ecuador 100%
  • Internet of Things 94%
  • air quality 80%
  • air pollution 75%
  • Air Pollution 69%
• 2021

  Better database cost/performance via batched I/O on programmable SSD

  Do, J., Picoli, I. L., Lomet, D. B. & Bonnet, P., 2021, In: The VLDB Journal. 30, 3, p. 403-424 22 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

• ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification

  Raumanns, R., Schouten, G., Joosten, M., Pluim, J. P. W. & Cheplygina, V., 2021, In: Machine Learning for Biomedical Imaging. 1

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

• High-level prior-based loss functions for medical image segmentation: A survey

  El Jurdi, R., Petitjean, C., Honeine, P., Cheplygina, V. & Abdallah, F., 2021, In: Computer Vision and Image Understanding. 210, p. 103248 1 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

• 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

  File

  • Information retrieval systems 100%
  • Deep learning 74%

• Micro-architectural analysis of in-memory OLTP: Revisited

  Sirin, U., Tözün, P., Porobic, D., Yasin, A. & Ailamaki, A., 2021, In: The VLDB Journal. 30, 4, p. 641-665 25 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

  • Data storage equipment 100%
  • Program processors 30%
  • Concurrency control 23%
  • Data structures 15%
• 2020

  Letter from the Special Issue Editor

  Bonnet, P., 2020, In: IEEE Data Eng. Bull.. 43, 1, p. 2-3 2 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Communication
• 2019

  Personal Data Management Systems: The security and functionality standpoint

  Anciaux, N., Bonnet, P., Bouganim, L., Nguyen, B., Pucheral, P., Sandu Popa, I. & Scerri, G., Feb 2019, In: Information Systems. 80, p. 13-35 22 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

  • Data privacy 100%
  • Information management 89%
  • Power (Psychology) 19%
  • Ecosystems 14%

• Scheduling Data-Intensive Tasks on Heterogeneous Many Cores

  Tözün, P. & Kotthaus, H., 2019, In: {IEEE} Data Engineering Bulletin. 42, 1, p. 61-72 12 p.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

  • Hardware 100%
  • Targeting 44%
  • Systems Software 28%
  • Topology 28%
  • Resources 11%
• 2018

  Blackthorn: Large-Scale Interactive Multimodal Learning

  Zahálka, J., Rudinac, S., Jónsson, B. T., Koelma, D. C. & Worring, M., Mar 2018, In: I E E E Transactions on Multimedia. 20, 3, p. 687 - 698

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  File

  • Feedback 100%
  • Data compression 57%
  • Feature extraction 40%
  • Semantics 35%
  • Costs 20%

• Prototyping a Web-Scale Multimedia Retrieval Service Using Spark

  Guðmundsson, G. Þ., Jónsson, B. T., Amsaleg, L. & Franklin, M. J., Jun 2018, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 14, 3s, p. 65:1-65:24 24 p., 65.

  Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review

  Open Access

  File

  • Electric sparks 100%
  • Cluster computing 43%
  • Distributed computer systems 34%
  • Demonstrations 27%
  • Pipelines 25%