Data-intensive Systems and Applications

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  • 2024

    Analysis of Geospatial Data Loading

    Wachs, A. & Zacharatou, E. T., 9 jun. 2024, DBTest '24: Proceedings of the Tenth International Workshop on Testing Database Systems. Association for Computing Machinery, s. 36-42 7 s.

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  • An Analysis of Collocation on GPUs for Deep Learning Training

    Robroek, T. T., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2024, Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024. Association for Computing Machinery, s. 81-90 10 s.

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  • Multi-Backend Zonal Statistics Execution with Raven

    Dusella, G., Gavriilidis, H., Nuhu, L., Markl, V. & Zacharatou, E. T., 9 jun. 2024, Companion of the 2024 International Conference on Management of Data. Association for Computing Machinery, s. 532–535 4 s. (SIGMOD/PODS '24).

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  • Surprise Benchmarking: The Why, What, and How

    Benson, L., Binnig, C., Bodensohn, J-M., Lorenzi, F., Luo, J., Porobic, D., Rabl, T., Sanghi, A., Sears, R., Tözün, P. & Ziegler, T., 2024, Proceedings of the Tenth International Workshop on Testing Database Systems, DBTest 2024, Santiago, Chile, 9 June 2024. Association for Computing Machinery, s. 1-8 8 s.

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  • 2023

    Data Management and Visualization for Benchmarking Deep Learning Training Systems

    Robroek, T. T., Duane, A., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2023, Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, DEEM 2023, Seattle, WA, USA, 18 June 2023. Association for Computing Machinery, s. 1:1-1:5 5 s.

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  • Data Pipes: Declarative Control over Data Movement

    Vogel, L., Ritter, D., Porobic, D., Tözün, P., Wang, T. & Lerner, A., 2023, Conference on Innovative Data Systems Research. 10 s.

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  • Delilah: eBPF-offload on Computational Storage

    Hedam, N., Clausen, M. T., Bonnet, P., Lee, S. & Larsen, K. F., 19 jun. 2023, International Workshop on Data Management on New Hardware (DaMoN). Seattle, Washington, USA

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  • Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

    Alvear, V., Rosero, P., Lopez, V. & Peluffo, D., 22 jul. 2023, New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence. Springer, Cham, Bind 1452. s. 312-319 7 s. (Advances in Intelligent Systems and Computing).

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  • Good Intentions: Adaptive Parameter Management via Intent Signaling

    Renz-Wieland, A., Kieslinger, A., Gericke, R., Gemulla, R., Kaoudi, Z. & Markl, V., 2023, CIKM.

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  • Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization

    Behr, H., Markl, V. & Kaoudi, Z., 2023, BTW . 2023 udg. Germany: Gesellschaft für Informatik e.V. , s. 535-554 19 s.

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  • Suitability of Nearest Neighbour Indexes for Multimedia Relevance Feedback

    Aumüller, M., Khan, O. S. & Jónsson, B. T., 2023, Similarity Search and Applications SISAP 2023.

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  • Why is the winner the best?

    Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A. & Cheplygina, V., 2023, Proceedings of the CVPR conference.

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  • Workload Prediction for IoT Data Management Systems

    Burrell, D., Chatziliadis, X., Zacharatou, E. T., Zeuch, S. & Markl, V., mar. 2023, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, Proceedings. Gesellschaft für Informatik e.V.

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  • 2022

    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., & 22 flereKrems, 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

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  • DBTest '22: 9th International Workshop on Testing Database Systems

    Rigger, M. & Tözün, P., 2022, SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022. Ives, Z., Bonifati, A. & Abbadi, A. E. (red.). Association for Computing Machinery, s. 2554-2555 2 s.

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  • Efficient Specialized Spreadsheet Parsing for Data Science

    Henze, F., Gavriilidis, H., Zacharatou, E. T. & Markl, V., 2022, Proceedings of the 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 25th International Conference on Extending Database Technology and the 25th International Conference on Database Theory (EDBT/ICDT 2022), Edinburgh, UK, March 29, 2022. Stefanidis, K. & Golab, L. (red.). http://ceur-ws.org/Vol-1258/, Bind 3130. s. 41-50 10 s. (CEUR Workshop Proceedings).

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  • I/O interface independence with xNVMe

    Lund, S. A. F., Bonnet, P., Jensen, K. B. A. & Gonzalez, J., 2022, SYSTOR '22: The 15th ACM International Systems and Storage Conference, Haifa, Israel, June 13 - 15, 2022. Malka, M., Kolodner, H., Bellosa, F. & Gabel, M. (red.). Association for Computing Machinery, s. 108-119 12 s.

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  • In-Place Updates in Tree-Encoded Bitmaps

    Saputra, M. P., Zacharatou, E. T., Papadias, S. & Markl, V., 2022, Proceedings of the 34th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, 4 s. 18

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  • Micro-architectural analysis of a learned index

    Andersen, M. M. & Tözün, P., 2022, aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Philadelphia, Pennsylvania, USA, 17 June 2022. Bordawekar, R., Shmueli, O., Amsterdamer, Y., Firmani, D. & Marcus, R. (red.). Association for Computing Machinery, s. 5:1-5:12

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  • Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry

    Juodelyte, D., Cheplygina, V., Graversen, T. & Bonnet, P., 2022, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. Zhang, A. & Rangwala, H. (red.). Association for Computing Machinery, s. 3107-3115 9 s.

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  • Spatio-Temporal Graph Convolutional Network for Stochastic Traffic Speed Imputation

    Muniz Cuza, C. E., Ho, N., Zacharatou, E. T., Bach Pedersen, T. & Yang, B., 2022, Proceedings of the International Conference on Advances in Geographic Information System (SIGSPATIAL). Association for Computing Machinery

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  • Transforming Domain Models to Efficient C# for the Danish Pension Industry

    Borum, H. S. & Clausen, M. T., 2022, ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings.

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  • 2021

    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

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  • 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, s. 3-6 4 s.

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  • 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, s. 410-416 7 s. (Lecture Notes in Computer Science, Bind 12573).

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  • 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, s. 590-598 9 s.

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  • LifeMon: A MongoDB-Based Lifelog Retrieval Prototype

    Faisst, A. C. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 75-80 6 s.

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  • Not your Grandpa's SSD: The Era of Co-Designed Storage Devices

    Lerner, A. & Bonnet, P., 2021, SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021. Li, G., Li, Z., Idreos, S. & Srivastava, D. (red.). Association for Computing Machinery, s. 2852-2858 7 s.

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  • PhotoCube at the Lifelog Search Challenge 2021

    Shin, J., Waldau, A., Duane, A. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 59-63 5 s.

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  • Unionized Data Governance in Virtual Power Plants: Poster

    Chemnitz, N. Ø., Bonnet, P., Shklovski, I., Watts, L. & Büttrich, S., 22 jun. 2021, Proceedings of the Twelfth ACM International Conference on Future Energy Systems: e-Energy '21. e-Energy '21 udg. New York, NY, USA: Association for Computing Machinery, s. 282-283 2 s.

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  • ViRMA: Virtual Reality Multimedia Analytics at LSC 2021

    Duane, A. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 29-34 6 s.

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  • XQC at the Lifelog Search Challenge 2021: Interactive Learning on a Mobile Device

    Knudsen, E., Qvortrup, T. H., Khan, O. S. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 89-93 5 s.

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  • XQM: Interactive Learning on Mobile Phones

    Bagi, A. M., Schild, K. I., Khan, O. S., Zahálka, J. & Jónsson, B. T., jun. 2021, MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II.. Prague, Czech Republic (virtual): Springer, s. 281-293 13 s. (Lecture Notes in Computer Science, Bind 12573).

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  • 2020

    Analysis of the Effect of Dataset Construction Methodology on Transferability of Music Emotion Recognition Models

    Hult, S., Kreiberg, L. B., Brandt, S. S. & Jónsson, B. T., jun. 2020, Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR). Gurrin, C., Jónsson, B. Þ., Kando, N., Schöffmann, K., Chen, Y-P. P. & O'Connor, N. E. (red.). Dublin, Ireland: Association for Computing Machinery, s. 316-320

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  • An Interactive Learning System for Large-Scale Multimedia Analytics

    Khan, O. S., jun. 2020, ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval. Dublin, Ireland: Association for Computing Machinery, s. 368-372 5 s.

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  • Exquisitor at the Lifelog Search Challenge 2020

    Khan, O. S., Larsen, M. D., Poulsen, L. A. S., Jónsson, B. T., Zahálka, J., Rudinac, S., Koelma, D. C. & Worring, M., jun. 2020, Proceedings of the ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020. Gurrin, C., Schöffmann, K., Jónsson, B. Þ., Dang-Nguyen, D-T., Lokoč, J., Tran, M-T. & Hürst, W. (red.). Dublin, Ireland: Association for Computing Machinery, s. 19-22

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  • Exquisitor at the Video Browser Showdown 2020

    Jónsson, B. T., Khan, O. S., Koelma, D. C., Rudinac, S., Worring, M. & Zahálka, J., jan. 2020, Proceedings of the International Conference on MultiMedia Modeling (MMM). Ro, Y. M., Cheng, W-H., Kim, J., Chu, W-T., Cui, P., Choi, J-W., Hu, M-C. & De Neve, W. (red.). Daejeon, Korea: Springer, s. 796-802

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  • Hash-Based Authentication Revisited in the Age of High-Performance Computers

    Hedam, N., Mollerup, J. & Tözün, P., 31 aug. 2020, International Workshop on Accelerating Analytics and Data Management Systems: ADMS’20. Tokyo, Japan

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  • Interactive Learning for Multimedia at Large

    Khan, O. S., Jónsson, B. T., Rudinac, S., Zahálka, J., Ragnarsdóttir, H., Þorleiksdóttir, Þ., Guðmundsson, G. Þ., Amsaleg, L. & Worring, M., apr. 2020, Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020. Lisbon, Portugal: Springer, s. 495-510 16 s. (Lecture Notes in Computer Science, Bind 12035).

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  • Open-Channel SSD (What is it Good For)

    Picoli, I. L., Hedam, N., Bonnet, P. & Tözün, P., 12 jan. 2020, Conference on Innovative Data Systems Research. Amsterdam, Netherlands

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  • Training for Speech Recognition on Coprocessors

    Baunsgaard, S., Wrede, S. B. & Tözün, P., 31 aug. 2020, Twelth International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures. Tokyo, Japan, s. 1-10 10 s. 1

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  • Virtual Reality Lifelog Explorer: A Prototype for Immersive Lifelog Analytics

    Duane, A., Jónsson, B. T. & Gurrin, C., dec. 2020, Proceedings of the Workshop on Immersive Analytics (ImAna 2020). Hardman, L., Hürst, W., Pucihar, K. Č. & Kljun, M. (red.). IEEE, s. 53-54 2 s.

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  • VRLE: Lifelog Interaction Prototype in Virtual Reality: Lifelog Search Challenge at ACM ICMR 2020

    Duane, A., Jónsson, B. T. & Gurrin, C., jun. 2020, Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020. Gurrin, C., Schöffmann, K., Jónsson, B. Þ., Dang-Nguyen, D-T., Lokoč, J., Tran, M-T. & Hürst, W. (red.). Association for Computing Machinery, s. 7-12

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  • 2019

    Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images

    Ragnarsdóttir, H., Þorleiksdóttir, Þ., Khan, O. S., Jónsson, B. T., Guðmundsson, G. Þ., Zahálka, J., Rudinac, S., Amsaleg, L. & Worring, M., okt. 2019, Proceedings of the ACM Multimedia Conference. Nice, France: Association for Computing Machinery, s. 1029-1031 3 s.

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  • Exquisitor at the Lifelog Search Challenge 2019

    Khan, O. S., Jónsson, B. T., Zahálka, J., Rudinac, S. & Worring, M., jun. 2019, Proceedings of the ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2019. Ottawa, Canada: Association for Computing Machinery, s. 7-11 5 s.

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  • Index Maintenance Strategy and Cost Model for Extended Cluster Pruning

    Højsgaard, A. M., Jónsson, B. T. & Bonnet, P., okt. 2019, Proceedings of the International Conference on Similarity Search and Applications (SISAP). Springer, s. 32-39 8 s. (Lecture Notes in Computer Science, Bind 11807).

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  • Integration of Exploration and Search: A Case Study of the M3 Model

    Gíslason, S., Jónsson, B. T. & Amsaleg, L., jan. 2019, Proceedings of the International Conference on MultiMedia Modeling (MMM): Special Session on Multimedia Analytics: Perspectives, Techniques and Applications (MAPTA). Thessaloniki, Greece: Springer, s. 156-168 13 s. (Lecture Notes in Computer Science, Bind 11295).

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  • LSM Management on Computational Storage

    Picoli, I. L., Bonnet, P. & Tözün, P., 2019, Proceedings of the 15th International Workshop on Data Management on New Hardware, DaMoN 2019, Amsterdam, The Netherlands, 1 July 2019. Association for Computing Machinery, s. 17:1-17:3 4 s.

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  • Umzi: Unified Multi-Zone Indexing for Large-Scale HTAP

    Luo, C., Tözün, P., Tian, Y., Barber, R., Raman, V. & Sidle, R., 2019, Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. OpenProceedings.org, s. 1-12 12 s.

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  • WiSer: A Highly Available HTAP DBMS for IoT Applications

    Barber, R., Garcia-Arellano, C., Grosman, R., Lohman, G., Mohan, C., Mueller, R., Pirahesh, H., Raman, V., Sidle, R., Storm, A., Tian, Y., Tözün, P. & Wu, Y., 2019, IEEE International Conference on Big Data. IEEE, s. 268-277 10 s.

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