Advances in Database Technology - Volume 27
Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 )
Paestum, Italy, March 25 - March 28

Series ISSN: 2367-2005

Number 1 (August 18, 2023)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-091-2, Electronic Edition

Research Track

[PDF][DOI]Balancing Utility and Fairness in Submodular Maximization
Yanhao Wang, Yuchen Li, Francesco Bonchi, Ying Wang   pp. 1–14
[PDF][DOI]Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows
Kyriakos Psarakis, Wouter Zorgdrager, Marios Fragkoulis, Guido Salvaneschi, Asterios Katsifodimos   pp. 15–21
[PDF][DOI]WDC Products: A Multi-Dimensional Entity Matching Benchmark
Ralph Peeters, Reng Chiz Der, Christian Bizer   pp. 22–33
[PDF][DOI]In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects
Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis   pp. 34–46
[PDF][DOI]Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach
Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh   pp. 47–60
[PDF][DOI]PyFroid: Scaling Data Analysis on a Commodity Workstation
Venkatesh Emani, Avrilia Floratou, Carlo Curino   pp. 61–67
[PDF][DOI]Learning over Sets for Databases
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel   pp. 68–80
[PDF][DOI]A new PET for Data Collection via Forms with Data Minimization, Full Accuracy and Informed Consent
Nicolas Anciaux, Sabine Frittella, Baptiste Joffroy, Benjamin Nguyen, Guillaume Scerri   pp. 81–93
[PDF][DOI]Computing Generic Abstractions from Application Datasets
Nelly Barret, Ioana Manolescu, Prajna Upadhyay   pp. 94–107
[PDF][DOI]Data-CASE: Grounding Data Regulations for Compliant Data Processing Systems
Vishal Chakraborty, Stacy Ann-Elvy, Sharad Mehrotra, Faisal Nawab, Mohammad Sadoghi, Shantanu Sharma, Nalini Venkatasubramanian, Farhan Saeed   pp. 108–115
[PDF][DOI]DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs
Qingshuai Feng, You Peng, Wenjie Zhang, Xuemin Lin, Ying Zhang   pp. 116–128

Experiments & Analyses Track

[PDF][DOI]Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang   pp. 129–142

Number 2 (November 22, 2023)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-094-3, Electronic Edition

Research Track

[PDF][DOI]Adaptive Compression for Databases
Leon Windheuser, Christoph Anneser, Huanchen Zhang, Thomas Neumann, Alfons Kemper   pp. 143–149
[PDF][DOI]Fair Spatial Indexing: A paradigm for Group Spatial Fairness
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi   pp. 150–161
[PDF][DOI]Querying For Actions Over Videos
Daren Chao, Nick Koudas   pp. 162–174
[PDF][DOI]Interactive Graph Repairs for Neighborhood Constraints
Paul Juillard, Angela Bonifati, Andrea Mauri   pp. 175–187
[PDF][DOI]Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art
Dwi P. A. Nugroho, Philipp M Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl   pp. 188–200
[PDF][DOI]Relational Data Imputation with Graph Neural Networks
Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti   pp. 221–233
[PDF][DOI]Seraph: Continuous Queries on Property Graph Streams
Christopher Rost, Riccardo Tommasini, Angela Bonifati, Emanuele Della Valle, Erhard Rahm, Keith W. Hare, Stefan Plantikow, Petra Selmer, Hannes Voigt   pp. 234–247
[PDF][DOI]MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory
Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou   pp. 255–267
[PDF][DOI]Efficient Semantic Similarity Search over Spatio-textual Data
George S. Theodoropoulos, Kjetil Nørvåg, Christos Doulkeridis   pp. 268–280
[PDF][DOI](Privately) Estimating Linkage Quality for Record Linkage
Martin Franke, Victor Christen, Peter Christen, Florens Rohde, Erhard Rahm   pp. 294–306
[PDF][DOI]Size-bounded Community Search over Large Bipartite Graphs
Yuting Zhang, Kai Wang, Wenjie Zhang, Wei Ni, Xuemin Lin   pp. 320–331
[PDF][DOI]Optimizing Goodput through Sharing for Batch Analytics with Deadlines
Srinivas Karthik, Panagiotis Sioulas, Ahana Pradhan, Raghunandan Subramanya, Ioannis Mytilinis, Anastasia Ailamaki   pp. 332–344

Experiments & Analyses Track

Vision Papers

[PDF][DOI]The Missing Link? On the In-Between Instance Detection Task
Daniyal Kazempour, Claudius Zelenka, Peer Kröger   pp. 359–364
[PDF][DOI]Querying Large Language Models with SQL
Mohammed Saeed, Nicola De Cao, Paolo Papotti   pp. 365–372

Number 3 (March 18, 2024)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-095-0, Electronic Edition

Research Track

[PDF][DOI]Fine-Grained Geo-Obfuscation to Protect Workers’ Location Privacy in Time-Sensitive Spatial Crowdsourcing
Chenxi Qiu, Sourabh Yadav, Yuede Ji, Anna Squicciarini, Ram Dantu, Juanjuan Zhao, Cheng-Zhong Xu   pp. 373–385
[PDF][DOI]SAGED: Few-Shot Meta Learning for Tabular Data Error Detection
Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning   pp. 386–398
[PDF][DOI]Efficient Discovery of Temporal Inclusion Dependencies in Wikipedia Tables
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Fatemeh Nargesian, Felix Naumann, Divesh Srivastava   pp. 399–411
[PDF][DOI]Deco: Fast and Accurate Decentralized Aggregation of Count-Based Windows in Large-Scale IoT Applications
Wang Yue, Rafael Moczalla, Manisha Luthra, Tilmann Rabl   pp. 412–425
[PDF][DOI]TASHEEH: Repairing Row-Structure in Raw CSV Files
Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann   pp. 426–439
[PDF][DOI]HINT on Steroids: Batch Query Processing for Interval Data
Panagiotis Bouros, Artur Titkov, George Christodoulou, Christian Rauch, Nikos Mamoulis   pp. 440–446
[PDF][DOI]Bridging the Gap: Complex Event Processing on Stream Processing Systems
Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl   pp. 447–460
[PDF][DOI]Similarity Measures For Incomplete Database Instances
Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri   pp. 461–473
[PDF][DOI]TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures
Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan   pp. 474–487
[PDF][DOI]Spatial-temporal Forecasting for Regions without Observations
Xinyu Su, Jianzhong Qi, Egemen Tanin, Yanchuan Chang, Majid Sarvi   pp. 488–500
[PDF][DOI]Aion: Efficient Temporal Graph Data Management
Georgios Theodorakis, James Clarkson, Jim Webber   pp. 501–514
[PDF][DOI]ActiveDP: Bridging Active Learning and Data Programming
Naiqing Guan, Nick Koudas   pp. 515–521
[PDF][DOI]Loss Compensation in Multi-Session Recommendation Under Limited Availability
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia   pp. 522–533
[PDF][DOI]ORTOA: A Family of One Round Trip Protocols For Operation-Type Obliviousness
Sujaya Maiyya, Yuval Steinhart, Adrian Davila, Jason Du, Divyakant Agrawal, Prabhanjan Ananth, Amr El Abbadi   pp. 534–546
[PDF][DOI]WaZI: A Learned and Workload-aware Z-Index
Sachith Pai, Michael Mathioudakis, Yanhao Wang   pp. 559–571
[PDF][DOI]Community Similarity based on User Profile Joins
Konstantinos Theocharidis, Hady W. Lauw   pp. 572–583
[PDF][DOI]Shapley Values for Explanation in Two-sided Matching Applications
Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das   pp. 584–596
[PDF][DOI]Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases
Aviv Ben Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas   pp. 597–609
[PDF][DOI]Similarity Search based on Geo-footprints
Achilleas Michalopoulos, Konstantinos Lampropoulos, George Kelantonakis, Chrysostomos Zeginis, Kostas Magoutis, Nikos Mamoulis   pp. 610–616

Experiments & Analyses Track

[PDF][DOI]A Framework to Evaluate Early Time-Series Classification Algorithms
Charilaos Akasiadis, Evgenios Kladis, Petro-Foti Kamberi, Evangelos Michelioudakis, Elias Alevizos, Alexander Artikis   pp. 623–635
[PDF][DOI]Deep Clustering for Data Cleaning and Integration
Hafiz Tayyab Rauf, André Freitas, Norman W. Paton   pp. 636–649
[PDF][DOI]Evaluating the Impact of Error-Bounded Lossy Compression on Time Series Forecasting
Carlos Enrique Muniz-Cuza, Søren Kejser Jensen, Jonas Brusokas, Nguyen Ho, Torben Bach Pedersen   pp. 650–663
[PDF][DOI]Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings
Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi   pp. 664–675
[PDF][DOI]Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems
Sonia Horchidan, Po Hao Chen, Emmanouil Kritharakis, Paris Carbone, Vasiliki Kalavri   pp. 676–689
[PDF][DOI]Performance Analysis of Distributed GPU-Accelerated Task-Based Workflows
Marcos N. L. Carvalho, Anna Queralt, Oscar Romero, Alkis Simitsis, Cristian Tatu, Rosa M. Badia   pp. 690–703
[PDF][DOI]Predicting Fact Contributions from Query Logs with Machine Learning
Dana Arad, Daniel Deutch, Nave Frost   pp. 704–716

Vision Papers

[PDF][DOI]Serving Deep Learning Models from Relational Databases
Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou   pp. 717–724

Industrial & Applications Track

[PDF][DOI]Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig   pp. 725–733
[PDF][DOI]Private and Efficient Federated Numerical Aggregation
Graham Cormode, Igor L. Markov, Harish Srinivas   pp. 734–742
[PDF][DOI]MyRaft: High Availability in MySQL using Raft
Anirban Rahut, Vinaykumar Bhat, Abhinav Sharma, Yichen Shen, Bartlomiej Pelc, Chi Li, Ahsanul Haque, Yash Botadra, Xi Wang, Michael Percy, Ritwik Yadav, Yoshinori Matsunobu, Alan Liang, Igor Pozgaj, Tobias Asplund, Anatoly Karp, Luqun Lou, Pushap Goyal   pp. 743–752
[PDF][DOI]Exploring unsupervised anomaly detection for vehicle predictive maintenance with partial information
Apostolos Giannoulidis, Anastasios Gounaris, Ioannis Constantinou   pp. 753–761
[PDF][DOI]A Scalable System for Maritime Route and Event Forecasting
Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta   pp. 762–769
[PDF][DOI]Patterns of Life : Global Inventory for maritime mobility patterns
Giannis Spiliopoulos, Marios Vodas, Georgios Grigoropoulos, Konstantina Bereta, Dimitris Zissis   pp. 770–777

Demonstration Track

[PDF][DOI]HEADWORK: a Data-centric Crowdsourcing Platform for Complex Tasks and Participants
David Gross-Amblard, Marion Tommasi, Iandry Rakotoniaina, Constance Thierry, Rituraj Singh, Leo Jacoboni   pp. 778–781
[PDF][DOI]MAGNETO: Edge AI for Human Activity Recognition - Privacy and Personalization
Jingwei Zuo, George Arvanitakis, Mthandazo Ndhlovu, Hakim Hacid   pp. 782–785
[PDF][DOI]Breaking Down Accuracy with Subspace Optimization
Donatella Firmani, Giorgio Grani, Flavia Tagliafierro   pp. 790–793
[PDF][DOI]GraphSUM: Scalable Graph Summarization for Efficient Question Answering
Nasrin Shabani, Amin Beheshti, Jia Wu, Maryam Khanian Najafabadi, Jin Foo, Alireza Jolfaei   pp. 794–797
[PDF][DOI]GMSA: A Digital Twin Application for Maritime Route and Event Forecasting
Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta   pp. 798–801
[PDF][DOI]MIP: Advanced Data Processing and Analytics for Science and Medicine
Kostas Filippopolitis, Yannis Foufoulas, Minos Garofalakis, Apostolos Glenis, Yannis Ioannidis, Thanasis-Michail Karampatsis, Maria-Olympia Katsouli, Evdokia Mailli, Asimakis Papageorgiou-Mariglis, Giorgos Papanikos, George Pikramenos, Jason Sakellariou, Alkis Simitsis, Pauline Ducouret, Philippe Ryvlin, Manuel-Guy Spuhler   pp. 802–805
[PDF][DOI]DriftLens: A Concept Drift Detection Tool
Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli   pp. 806–809
[PDF][DOI]MEOS: An Open Source Library for Mobility Data Management
Esteban Zimányi, Mariana Duarte, Víctor Diví   pp. 810–813
[PDF][DOI]BOLD: Knowledge Graph Exploration and Analysis Platform
Egor Dmitriev, Melisachew Wudage Chekol, Mirko Tobias Schaefer   pp. 814–817
[PDF][DOI]MM-evoque: Query Synchronisation in Multi-Model Databases
Pavel Koupil, Jáchym Bártík, Irena Holubová   pp. 818–821
[PDF][DOI]FACT-DM: A Framework for Automated Cost-Based Data Model Transformation
Jihane Mali, Shohreh Ahvar, Faten Atigui, Ahmed Azough, Nicolas Travers   pp. 822–825
[PDF][DOI]How to Make your Duck Fly: Advanced Floating Point Compression to the Rescue
Panagiotis Liakos, Katia Papakonstantinopoulou, Thijs Bruineman, Mark Raasveldt, Yannis Kotidis   pp. 826–829
[PDF][DOI]GizaML: A Collaborative Meta-learning Based Framework Using LLM For Automated Time-Series Forecasting
Esraa Sayed, Mohamed Maher, Omar Sedeek, Ahmed Eldamaty, Amr Kamel, Radwa El Shawi   pp. 830–833
[PDF][DOI]"Please, Vadalog, tell me why": Interactive Explanation of Datalog-based Reasoning
Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger   pp. 834–837
[PDF][DOI]NeoSGG: A Scene Graph Generation Framework for Video-Surveillance Tasks
Pierre Lefebvre, Steven Le Moal, Ahmed Azough, Nicolas Travers   pp. 838–841
[PDF][DOI]Logica: Declarative Data Science for Mere Mortals
Evgeny Skvortsov, Yilin Xia, Bertram Ludäscher   pp. 842–845

Tutorial Track

[PDF][DOI]Finding Relevant Information in Big Datasets with ML
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi   pp. 846–849
[PDF][DOI]A Differentially Private Guide for Graph Analytics
Felipe T. Brito, André L. C. Mendonça, Javam C. Machado   pp. 850–853