Data-intensive Systems and Applications

Publikation

Publikationer pr. år 2017 2020 2021 2022 2023 2024

• 61 Konferencebidrag i proceedings
• 31 Tidsskriftartikel
• 7 Working paper
• 4 Rapport
• 17 Mere
  • 4 Bidrag til bog/antologi
  • 4 Konferenceartikel
  • 2 Antologi
  • 2 Leder
  • 2 Patent
  • 1 Encyclopædiartikel
  • 1 Konferenceabstrakt til konference
  • 1 Paper

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Data Loading 100%
  • File Format 83%
  • Instructions per Cycle 20%
  • Affect Performance 20%
  • L1 Cache 20%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Multi-Process Service 100%
  • Interference-free 50%
  • Multiple Processes 50%
  • Flexible Forming 50%
  • Dynamic Workload 50%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Raven 100%
  • Zonal Statistics 100%
  • Called Operation 50%
  • Monitoring Change 50%
  • Zone of Interest 25%

• Reaching the Edge of the Edge: Image Analysis in Space

  Bayer, R., Priest, J. & Tözün, P., 2024, Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, DEEM 2024, Santiago, AA, Chile, 9 June 2024. Interactions IX: Association of Computing Machinery ACM, s. 29-38 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Edge Image 100%
  • Graphics Processing Unit 100%
  • Image Processing 100%
  • Ice Clouds 50%
  • Earth Observation 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Well-defined 100%
  • Data Management System 100%
  • TPC-C 100%
  • Complementary Approach 100%
  • TPC-H 100%
• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Data Management 100%
  • Data Visualization 100%
  • Training System 100%
  • Deep Learning Training 100%
  • Deep Learning 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Data Movement 100%
  • Storage Stack 100%
  • Data-driven Control 100%
  • Data Placement 100%
  • Programmers 50%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Computational Storage Device 100%
  • Computational Program 100%
  • Namespace 100%
  • Widespread Adoption 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Artificial Intelligence 100%
  • Internet of Things Device 100%
  • Edge AI 100%
  • Internet of Things 40%
  • Time Analytics 20%

• Good Intentions: Adaptive Parameter Management via Intent Signaling

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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Parameter Management 100%
  • Parameter Adaptation 100%
  • Machine Learning 100%
  • Adaptive Parameter 100%
  • Access Information 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Machine Learning Based 100%
  • Query Optimization 100%
  • Learning to Rank 100%
  • Machine Learning 100%
  • Machine Learning Models 50%

• Suitability of Nearest Neighbour Indexes for Multimedia Relevance Feedback

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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Computer Scientist 100%
  • Development Strategy 100%
  • Strategy Development 100%
  • Data Curation 50%
  • Multi-task Learning 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
• 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 flere, 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Open Systems 100%
  • Integrative Analysis 100%
  • Extensible Systems 100%
  • Integrated Data 100%
  • Hardware Accelerator 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer 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. (red.). Association for Computing Machinery, s. 3107-3115 9 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Traffic Speed 100%
  • Stochastic Traffic 100%
  • Spatial-temporal Graph Convolutional Network (ST-GCN) 100%
  • Graph Convolutional Network 100%
  • Spatiotemporal Graph 100%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Pension Industry 100%
  • Action Language 100%
  • Code Generator 75%
  • Benchmarking 25%
  • Production Environment 25%
• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Cloud Computing 100%
  • Security Concern 100%
  • Computational Resource 50%
  • Execution Environments 50%
  • Threat Model 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Image Sequence 100%
  • User Information 100%
  • Search Functionality 100%
  • multiple classifier 100%
  • Video Sequences 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Exquisitor 100%
  • Video Browser Showdown 100%
  • Semantic Classifier 100%
  • Operation Support 100%
  • Interactive Learning 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • User Relevance Feedback 100%
  • System Design 25%
  • Filter Method 25%
  • System Evaluation 25%
  • Real Users 25%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • MongoDB 100%
  • Tasks 100%
  • Data Model 100%
  • Semistructured Data 50%
  • NoSQL Databases 50%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Solid State Drive 100%
  • Computer System 33%
  • Hard Disk Drive 33%
  • Input/Output 33%
  • Use Case 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Lifelog Search Challenge 100%
  • Hypercube 100%
  • Retrieval System 66%
  • Lifelogging 33%
  • Interactive Media 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Virtual Reality 100%
  • Multimedia Analytics 100%
  • Lifelog Search Challenge 100%
  • Multimedia 100%
  • Data Model 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Mobile Phone 100%
  • Mobile Devices 100%
  • Interactive Learning 100%
  • Lifelog Search Challenge 100%
  • Media Collection 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Computational Resource 100%
  • Dynamic Nature 100%
  • Intelligent Interaction 66%
  • Mobile Device 50%
  • User Experience 50%
• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Music Database 100%
  • Music Emotion Recognition 100%
  • Construction Technique 100%
  • Emotion Classification 100%
  • Machine Learning 100%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Interactive Learning Process 100%
  • Multimedia Analytics 100%
  • Exquisitor 100%
  • Ubiquitous multimedia 100%
  • Multimedia 100%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Multimedia Retrieval 100%
  • Medium Representation 100%
  • Search Functionality 100%
  • Positive Example 100%
  • Media Representation 33%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Exquisitor 100%
  • Video Collection 100%
  • Multimodal Information 100%
  • Human-in-the-loop 25%
  • Browsing 25%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • High-performance Computer 100%
  • Hash-based 100%
  • Hashing Algorithm 100%
  • Consumer-grade 66%
  • Password 66%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Interactive Learning 100%
  • Multimedia 100%
  • Hypermedia 100%
  • YFCC100M 66%
  • Interactive Performance 66%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Participatory Design 100%
  • Input/Output 100%
  • Open Source 100%
  • Data Center 100%
  • Device Interface 100%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Coprocessor 100%
  • Speech Recognition 100%
  • Automatic Speech Recognition 100%
  • Speech Recognition System 28%
  • Amazon Alexa 14%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Immersive 100%
  • Lifelogging 100%
  • Virtual Reality 100%
  • Augmented Reality 50%
  • Data Analytics 50%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Encourage Competition 100%
  • Lifelog Retrieval 66%
  • Interactive Information Retrieval 66%
• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Mobile Device 100%
  • Preference Learning 100%
  • User Preference 100%
  • Data Representation 100%
  • Data Indexing 100%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Visual Content 100%
  • Learning Systems 100%
  • User Relevance Feedback 100%
  • Semantic Feature 100%
  • Exquisitor 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Cost Model 100%
  • Index Maintenance 100%
  • Maintenance Cost 100%
  • Maintenance Strategy 100%
  • Strategy Model 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Case Study 100%
  • Multimedia 100%
  • Multimedia Analytics 100%
  • Research Direction 33%
  • Relational Database 33%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • File System 100%
  • Filesystems 100%
  • Relational Database Systems 49%
  • Write-optimized 49%
  • Four-layer 49%

• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Multi-zone 100%
  • Analytical Processing 100%
  • Processing System 71%
  • Multiple Zones 42%
  • Wildfire 42%