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, p. 36-42 7 p.

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

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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, p. 1:1-1:5 5 p.

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

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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 p.

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

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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

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

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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, Vol. 1452. p. 312-319 7 p. (Advances in Intelligent Systems and Computing).

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

  • Good Intentions: Adaptive Parameter Management via Intent Signaling

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

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

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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 ed. Germany: Gesellschaft für Informatik e.V. , p. 535-554 19 p.

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

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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.

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

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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.

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

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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.

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

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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 othersKrems, 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

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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. (eds.). Association for Computing Machinery, p. 2554-2555 2 p.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearch

  • 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. (eds.). http://ceur-ws.org/Vol-1258/, Vol. 3130. p. 41-50 10 p. (CEUR Workshop Proceedings).

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

    Open Access
  • 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. (eds.). Association for Computing Machinery, p. 108-119 12 p.

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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 p. 18

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

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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. (eds.). Association for Computing Machinery, p. 5:1-5:12

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

  • 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. (eds.). Association for Computing Machinery, p. 3107-3115 9 p.

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

  • 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.

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

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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

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

  • 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

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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, 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

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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, p. 590-598 9 p.

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

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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, p. 75-80 6 p.

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

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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. (eds.). Association for Computing Machinery, p. 2852-2858 7 p.

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

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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, p. 59-63 5 p.

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

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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 ed. New York, NY, USA: Association for Computing Machinery, p. 282-283 2 p.

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

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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, p. 29-34 6 p.

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

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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, p. 89-93 5 p.

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

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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, p. 281-293 13 p. (Lecture Notes in Computer Science, Vol. 12573).

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

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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. (eds.). Dublin, Ireland: Association for Computing Machinery, p. 316-320

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

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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, p. 368-372 5 p.

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

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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. (eds.). Dublin, Ireland: Association for Computing Machinery, p. 19-22

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

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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. (eds.). Daejeon, Korea: Springer, p. 796-802

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

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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

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

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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, p. 495-510 16 p. (Lecture Notes in Computer Science, Vol. 12035).

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

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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

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

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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, p. 1-10 10 p. 1

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

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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. (eds.). IEEE, p. 53-54 2 p.

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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. (eds.). Association for Computing Machinery, p. 7-12

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

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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., Oct 2019, Proceedings of the ACM Multimedia Conference. Nice, France: Association for Computing Machinery, p. 1029-1031 3 p.

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

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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, p. 7-11 5 p.

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

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  • Index Maintenance Strategy and Cost Model for Extended Cluster Pruning

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

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

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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, p. 156-168 13 p. (Lecture Notes in Computer Science, Vol. 11295).

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

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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, p. 17:1-17:3 4 p.

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

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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, p. 1-12 12 p.

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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, p. 268-277 10 p.

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

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  • 2018

    DeCP-Live: A Web-Interface for DeCP, a Distributed High-Throughput CBIR System

    Guðmundsson, G. Þ., Jacobsen, C. A., Tryggvason, H. & Jónsson, B. T., Sept 2018, Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI). La Rochelle, France: IEEE, p. 1-4 4 p.

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

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  • Evaluating Bluetooth Low Energy for IoT

    Fürst, J., Chen, K., Kim, H. & Bonnet, P., 1 Apr 2018, 2018 IEEE Workshop on Benchmarking Cyber-Physical Networks and Systems (CPSBench). IEEE, p. 1-6 6 p.

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

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  • Learning Outcome Outcomes: An Evaluation of Quality

    Sigurgeirsson, D. B., Larusdottir, M., Hamdaqa, M., Daniels, M. & Jónsson, B. T., Oct 2018, Proceedings of the 48th Annual Frontiers in Education Conference (FiE). San Jose, CA, USA: IEEE, 8 p.

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

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