Advances in Database Technology - Volume 25
Proceedings 25th International Conference on Extending Database Technology ( EDBT 2022 )
Edinburgh, UK, March 29 - April 1

Series ISSN: 2367-2005

Number 1 (November 15, 2021)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-086-8, Electronic Edition

Research Track

[PDF] [DOI] Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems
Christina Pavlopoulou, Michael Carey, Vassilis J. Tsotras   pp. 1–12
[PDF] [DOI] SAHARA: Memory Footprint Reduction of Cloud Databases with Automated Table Partitioning
Michael Brendle, Nick Weber, Mahammad Valiyev, Norman May, Robert Schulze, Alexander Böhm, Guido Moerkotte, Michael Grossniklaus   pp. 13–26
[PDF] [DOI] Bandwidth-optimal Relational Joins on FPGAs
Robert Lasch, Mehdi Moghaddamfar, Norman May, Suleyman Demirsoy, Christian Färber, Kai-Uwe Sattler   pp. 27–39
[PDF] [DOI] ArrayQL Integration into Code-Generating Database Systems
Maximilian E Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann   pp. 40–51
[PDF] [DOI] RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies
Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese   pp. 52–64
[PDF] [DOI] Workload-Aware Materialization of Junction Trees
Martino Ciaperoni, Cigdem Aslay, Aristides Gionis, Michael Mathioudakis   pp. 65–77

Experiments & Analysis Track

Number 2 (March 23, 2022)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-085-7, Electronic Edition

Research Track

[PDF] [DOI] Mining Change Rules
Daniel Lindner, Franziska Schumann, Nicolas Alder, Tobias Bleifuß, Leon Bornemann, Felix Naumann   pp. 91–103
[PDF] [DOI] 3DPro: Querying Complex Three-Dimensional Data with Progressive Compression and Refinement
Dejun Teng, Furqan Baig, Vo Hoang, Yanhui Liang, Jun Kong, Fusheng Wang   pp. 104–117
[PDF] [DOI] TransER: Homogeneous Transfer Learning for Entity Resolution
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge   pp. 118–130
[PDF] [DOI] Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops
Sina Shaham, Gabriel Ghinita, Cyrus Shahabi   pp. 131–142
[PDF] [DOI] SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records
Mazhar Hameed, Gerardo Vitagliano, Lan Jiang, Felix Naumann   pp. 143–154
[PDF] [DOI] SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning
Jan Kossmann, Alexander Kastius, Rainer Schlosser   pp. 155–168
[PDF] [DOI] LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs
Angjela Davitkova, Damjan Gjurovski, Sebastian Michel   pp. 169–182
[PDF] [DOI] GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering
Jakob Rødsgaard Jørgensen, Katrine Scheel, Ira Assent, Ajeet Ram Pathak, Anne C. Elster   pp. 196–206
[PDF] [DOI] Aggregation Detection in CSV Files
Lan Jiang, Gerardo Vitagliano, Mazhar Hameed, Felix Naumann   pp. 207–219
[PDF] [DOI] A Supervised Skyline-Based Algorithm for Spatial Entity Linkage
Suela Isaj, Vassilis Kaffes, Torben Bach Pedersen, Giorgos Giannopoulos   pp. 220–233
[PDF] [DOI] Efficiently Managing Deep Learning Models in a Distributed Environment
Nils Strassenburg, Ilin Tolovski, Tilmann Rabl   pp. 234–246
[PDF] [DOI] Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model
Zizhong Meng, Peizhi Wu, Gao Cong, Rong Zhu, Shuai Ma   pp. 247–259
[PDF] [DOI] Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers
Niccolò Meneghetti, Ouael Ben Amara   pp. 260–273
[PDF] [DOI] Automatic generation of comparison notebooks for interactive data exploration
Alexandre Chanson, Nicolas Labroche, Patrick Marcel, Stefano Rizzi, Vincent T'Kindt   pp. 274–284
[PDF] [DOI] Cardinality Estimation using Label Probability Propagation for Subgraph Matching in Property Graph Databases
Leonard Wörteler, Moritz Renftle, Theodoros Chondrogiannis, Michael Grossniklaus   pp. 285–297
[PDF] [DOI] RingBFT: Resilient Consensus over Sharded Ring Topology
Sajjad Rahnama, Suyash Gupta, Rohan Sogani, Dhruv Krishnan, Mohammad Sadoghi   pp. 298–311
[PDF] [DOI] Elastic Indexes: Dynamic Space vs. Query Efficiency Tuning for In-Memory Database Indexing
Moshik Hershcovitch, Artem Khyzha, Daniel Waddington, Adam Morrison   pp. 312–324
[PDF] [DOI] Towards Optimal Resource Allocation for Big Data Analytics
Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal   pp. 338–350

Short Paper Track

[PDF] [DOI] Evaluating In-Memory Hash Joins on Persistent Memory
Tobias Maltenberger, Till Lehmann, Lawrence Benson, Tilmann Rabl   pp. 368–372
[PDF] [DOI] Translation Grids for Multi-way Join Size Estimation
Magnus Müller, Guido Moerkotte   pp. 378–382
[PDF] [DOI] Masked Language Models as Stereotype Detectors?
Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem   pp. 383–387
[PDF] [DOI] Implementing Linear Bandits in Off-the-Shelf SQLite
Radu Ciucanu, Marta Soare, Sihem Amer-Yahia   pp. 388–392
[PDF] [DOI] Fine-Tuning Dependencies with Parameters
Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat   pp. 393–397
[PDF] [DOI] RoleSim+: A Fast Algorithm for RoleSim Similarity Search
Weiren Yu, Sima Iranmanesh, Xuming Hong, Jianxun Xu   pp. 398–402
[PDF] [DOI] Spatially Combined Keyword Searches
Artur Titkov, Panagiotis Bouros   pp. 403–407
[PDF] [DOI] Similarity-driven Schema Transformation for Test Data Generation
Fabian Panse, Meike Klettke, Johannes Schildgen, Wolfram Wingerath   pp. 408–413
[PDF] [DOI] Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms
Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner   pp. 414–418
[PDF] [DOI] Columnar Storage Optimization and Caching for Data Lakes
Guodong Jin, Haoqiong Bian, Yueguo Chen, Xiaoyong Du   pp. 419–423
[PDF] [DOI] Cache-Coherent Shared Locking for Transactionally Consistent Updates in Near-Data Processing DBMS on Smart Storage
Arthur Bernhardt, Sajjad Tamimi, Florian Stock, Tobias Vincon, Andreas Koch, Ilia Petrov   pp. 424–428
[PDF] [DOI] Query Language Support for Timely Data Deletion
Subhadeep Sarkar, Manos Athanassoulis   pp. 429–434
[PDF] [DOI] Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases
Shirin Seyedsalehi, Amin Bigdeli, Negar Arabzadeh, Bhaskar Mitra, Morteza Zihayat, Ebrahim Bagheri   pp. 435–439
[PDF] [DOI] A Neural Approach to Forming Coherent Teams in Collaboration Networks
Radin Hamidi Rad, Shirin Seyedsalehi, Mehdi Kargar, Morteza Zihayat, Ebrahim Bagheri   pp. 440–444
[PDF] [DOI] Diversified Top-r Community Search in Geo-Social Network: A K-Truss Based Model
Renjie Sun, Yanping Wu, Xiaoyang Wang   pp. 445–448
[PDF] [DOI] Hierarchical Clustering for Property Graph Schema Discovery
Angela Bonifati, Stefania Dumbrava, Nicolas Mir   pp. 449–453

Vision Papers

[PDF] [DOI] PReVer: Towards Private Regulated Verified Data
Mohammad Javad Amiri, Tristan Allard, Divy Agrawal, Amr El Abbadi   pp. 454–461

Experiments & Analysis Track

[PDF] [DOI] Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation
George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh   pp. 462–474
[PDF] [DOI] Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don't Always Win
Yasamin Klingler, Claude Lehmann, João Pedro Monteiro, Carlo Saladin, Abraham Bernstein, Kurt Stockinger   pp. 475–486

Industry & Applications Track

[PDF] [DOI] Placement of Workloads from Advanced RDBMS Architectures into Complex Cloud Infrastructure
Antony S. Higginson, Clive Bostock, Norman W. Paton, Suzanne M. Embury   pp. 487–497
[PDF] [DOI] Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search
Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson   pp. 498–510
[PDF] [DOI] Integrating the Orca Optimizer into MySQL
Arunprasad P. Marathe, Shu Lin, Weidong Yu, Kareem El Gebaly, Per-Åke Larson, Calvin Sun   pp. 511–523
[PDF] [DOI] Model-Independent Design of Knowledge Graphs --- Lessons Learnt From Complex Financial Graphs
Luigi Bellomarini, Andrea Gentili, Eleonora Laurenza, Emanuel Sallinger   pp. 524–536
[PDF] [DOI] Voyager: Data Discovery and Integration for Onboarding in Data Science
Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas   pp. 537–548
[PDF] [DOI] Distributed Training of Knowledge Graph Embedding Models using Ray
Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald   pp. 549–553

Demonstrations

[PDF] [DOI] JupySim: Jupyter Notebook Similarity Search System
Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka   pp. 554–557
[PDF] [DOI] SheerMP: Optimized Streaming Analytics-as-a-Service over Multi-site and Multi-platform Settings
George Stamatakis, Antonis Kontaxakis, Alkis Simitsis, Nikos Giatrakos, Antonios Deligiannakis   pp. 558–561
[PDF] [DOI] AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS
Jakob Rødsgaard Jørgensen, Ira Assent, Hans-Jörg Schulz   pp. 562–565
[PDF] [DOI] MM-infer: A Tool for Inference of Multi-Model Schemas
Pavel Koupil, Sebastián Hricko, Irena Holubová   pp. 566–569
[PDF] [DOI] An Extensive and Secure Personal Data Management System Using SGX
Robin Carpentier, Floris Thiant, Iulian Sandu Popa, Nicolas Anciaux, Luc Bouganim   pp. 570–573
[PDF] [DOI] MAGE: Discovering Mixture-based Areas of Interest over Geolocated Entities
Kostas Patroumpas, Dimitrios Skoutas, Dimitris Sacharidis   pp. 574–577
[PDF] [DOI] DP-Shield: Face Obfuscation with Differential Privacy
Muhammad Usama Saleem, Dominick Reilly, Liyue Fan   pp. 578–581

Tutorials

[PDF] [DOI] Learned Query Optimizer: At the Forefront of AI-Driven Databases
Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou   pp. 582–585
[PDF] [DOI] Conceptual models and databases for searching the genome
Anna Bernasconi, Pietro Pinoli   pp. 586–589
[PDF] [DOI] From Cloud to Serverless: MOO in the new Cloud epoch
Michail Georgoulakis, Laurent d’Orazio, Verena Kantere   pp. 590–593