Advances in Database Technology - Volume 27
Proceedings 27^th 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

Balancing Utility and Fairness in Submodular Maximization

Yanhao Wang, Yuchen Li, Francesco Bonchi, Ying Wang pp. 1–14

Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows

Kyriakos Psarakis, Wouter Zorgdrager, Marios Fragkoulis, Guido Salvaneschi, Asterios Katsifodimos pp. 15–21

WDC Products: A Multi-Dimensional Entity Matching Benchmark

Ralph Peeters, Reng Chiz Der, Christian Bizer pp. 22–33

In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects

Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis pp. 34–46

Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach

Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh pp. 47–60

PyFroid: Scaling Data Analysis on a Commodity Workstation

Venkatesh Emani, Avrilia Floratou, Carlo Curino pp. 61–67

Learning over Sets for Databases

Angjela Davitkova, Damjan Gjurovski, Sebastian Michel pp. 68–80

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

Computing Generic Abstractions from Application Datasets

Nelly Barret, Ioana Manolescu, Prajna Upadhyay pp. 94–107

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

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

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

Adaptive Compression for Databases

Leon Windheuser, Christoph Anneser, Huanchen Zhang, Thomas Neumann, Alfons Kemper pp. 143–149

Fair Spatial Indexing: A paradigm for Group Spatial Fairness

Sina Shaham, Gabriel Ghinita, Cyrus Shahabi pp. 150–161

Querying For Actions Over Videos

Daren Chao, Nick Koudas pp. 162–174

Interactive Graph Repairs for Neighborhood Constraints

Paul Juillard, Angela Bonifati, Andrea Mauri pp. 175–187

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

CSR+: A Scalable Efficient CoSimRank Search Algorithm with Multi-Source Queries on Massive Graphs

Maoyin Zhang, Weiren Yu pp. 201–207

FALCC: Efficiently performing locally fair and accurate classifications

Nico Lässig, Melanie Herschel pp. 208–220

Relational Data Imputation with Graph Neural Networks

Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti pp. 221–233

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

GSim+: Efficient Retrieval of Node-to-Node Similarity Across Two Graphs at Billion Scale

Ruby Zhang, Weiren Yu pp. 248–254

MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory

Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou pp. 255–267

Efficient Semantic Similarity Search over Spatio-textual Data

George S. Theodoropoulos, Kjetil Nørvåg, Christos Doulkeridis pp. 268–280

EMBA: Entity Matching using Multi-Task Learning of BERT with Attention-over-Attention

Jing Zhang, Huan Sun, Joyce C Ho pp. 281–293

(Privately) Estimating Linkage Quality for Record Linkage

Martin Franke, Victor Christen, Peter Christen, Florens Rohde, Erhard Rahm pp. 294–306

QPSeeker: An Efficient Neural Planner combining both data and queries through Variational Inference

Christos Tsapelas, Georgia Koutrika pp. 307–319

Size-bounded Community Search over Large Bipartite Graphs

Yuting Zhang, Kai Wang, Wenjie Zhang, Wei Ni, Xuemin Lin pp. 320–331

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

Analysis of Open Government Datasets From a Data Design and Integration Perspective

Arif Usta, Chang Liu, Semih Salihoğlu pp. 345–358

Vision Papers

The Missing Link? On the In-Between Instance Detection Task

Daniyal Kazempour, Claudius Zelenka, Peer Kröger pp. 359–364

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

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

SAGED: Few-Shot Meta Learning for Tabular Data Error Detection

Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning pp. 386–398

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

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

TASHEEH: Repairing Row-Structure in Raw CSV Files

Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann pp. 426–439

HINT on Steroids: Batch Query Processing for Interval Data

Panagiotis Bouros, Artur Titkov, George Christodoulou, Christian Rauch, Nikos Mamoulis pp. 440–446

Bridging the Gap: Complex Event Processing on Stream Processing Systems

Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl pp. 447–460

Similarity Measures For Incomplete Database Instances

Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri pp. 461–473

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

Spatial-temporal Forecasting for Regions without Observations

Xinyu Su, Jianzhong Qi, Egemen Tanin, Yanchuan Chang, Majid Sarvi pp. 488–500

Aion: Efficient Temporal Graph Data Management

Georgios Theodorakis, James Clarkson, Jim Webber pp. 501–514

ActiveDP: Bridging Active Learning and Data Programming

Naiqing Guan, Nick Koudas pp. 515–521

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

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

Efficient Proximity Search in Time-accumulating High-dimensional Data using Multi-level Block Indexing

Changhun Han, Suji Kim, Ha-Myung Park pp. 547–558

WaZI: A Learned and Workload-aware Z-Index

Sachith Pai, Michael Mathioudakis, Yanhao Wang pp. 559–571

Community Similarity based on User Profile Joins

Konstantinos Theocharidis, Hady W. Lauw pp. 572–583

Shapley Values for Explanation in Two-sided Matching Applications

Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das pp. 584–596

Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases

Aviv Ben Arie, Daniel Deutch, Nave Frost, Yair Horesh, Idan Meyuhas pp. 597–609

Similarity Search based on Geo-footprints

Achilleas Michalopoulos, Konstantinos Lampropoulos, George Kelantonakis, Chrysostomos Zeginis, Kostas Magoutis, Nikos Mamoulis pp. 610–616

Frequent Component Analysis for Large Time Series Databases with Gaussian Processes

Jan David Hüwel, Christian Beecks pp. 617–622

Experiments & Analyses Track

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

Deep Clustering for Data Cleaning and Integration

Hafiz Tayyab Rauf, André Freitas, Norman W. Paton pp. 636–649

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

Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings

Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi pp. 664–675

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

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

Predicting Fact Contributions from Query Logs with Machine Learning

Dana Arad, Daniel Deutch, Nave Frost pp. 704–716

Vision Papers

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

Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes

Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig pp. 725–733

Private and Efficient Federated Numerical Aggregation

Graham Cormode, Igor L. Markov, Harish Srinivas pp. 734–742

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

Exploring unsupervised anomaly detection for vehicle predictive maintenance with partial information

Apostolos Giannoulidis, Anastasios Gounaris, Ioannis Constantinou pp. 753–761

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

Patterns of Life : Global Inventory for maritime mobility patterns

Giannis Spiliopoulos, Marios Vodas, Georgios Grigoropoulos, Konstantina Bereta, Dimitris Zissis pp. 770–777

Demonstration Track

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

MAGNETO: Edge AI for Human Activity Recognition - Privacy and Personalization

Jingwei Zuo, George Arvanitakis, Mthandazo Ndhlovu, Hakim Hacid pp. 782–785

Demonstration of Link Traversal SPARQL Query Processing over the Decentralized Solid Environment

Ruben Taelman, Ruben Verborgh pp. 786–789

Breaking Down Accuracy with Subspace Optimization

Donatella Firmani, Giorgio Grani, Flavia Tagliafierro pp. 790–793

GraphSUM: Scalable Graph Summarization for Efficient Question Answering

Nasrin Shabani, Amin Beheshti, Jia Wu, Maryam Khanian Najafabadi, Jin Foo, Alireza Jolfaei pp. 794–797

GMSA: A Digital Twin Application for Maritime Route and Event Forecasting

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