Advances in Database Technology - Volume 26
Proceedings 26^th International Conference on Extending Database Technology ( EDBT 2023 )
Ioannina, Greece, March 28 - March 31

Series ISSN: 2367-2005

Number 1 (July 30, 2022)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-088-2, Electronic Edition

Research Track

A simplified Architecture for Fast, Adaptive Compilation and Execution of SQL Queries

Immanuel Haffner, Jens Dittrich pp. 1–13

Efficient Maintenance of Agree-Sets Against Dynamic Datasets

Khalid Belhajjame pp. 14–26

Joint Source and Schema Evolution: Insights from a Study of 195 FOSS Projects

Panos Vassiliadis, Fation Shehaj, George Kalampokis, Apostolos V. Zarras pp. 27–39

Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL

Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann pp. 40–52

Workload-Aware Query Recommendation Using Deep Learning

Eugenie Y. Lai, Zainab Zolaktaf, Mostafa Milani, Omar AlOmeir, Jianhao Cao, Rachel Pottinger pp. 53–65

Relational Memory: Native In-Memory Accesses on Rows and Columns

Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis pp. 66–79

Progressive Entity Resolution over Incremental Data

Leonardo Gazzarri, Melanie Herschel pp. 80–91

Supporting Complex Query Time Enrichment For Analytics

Dhrubajyoti Ghosh, Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma pp. 92–104

Example-Driven Exploratory Analytics over Knowledge Graphs

Matteo Lissandrini, Katja Hose, Torben Bach Pedersen pp. 105–117

Predictive Price-Performance Optimization for Serverless Query Processing

Rathijit Sen, Abhishek Roy, Alekh Jindal pp. 118–130

bloomRF: On Performing Range-Queries in Bloom-Filters with Piecewise-Monotone Hash Functions and Prefix Hashing

Bernhard Mößner, Christian Riegger, Arthur Bernhardt, Ilia Petrov pp. 131–143

Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning

Yanchuan Chang, Egemen Tanin, Xin Cao, Jianzhong Qi pp. 144–156

Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints

Qiushi Bai, Sadeem Alsudais, Chen Li, Shuang Zhao pp. 157–170

GAM Forest Explanation

Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Alberto Veneri pp. 171–182

Multi-Dimensional Data Publishing With Local Differential Privacy

Gaoyuan Liu, Peng Tang, Chengyu Hu, Chongshi Jin, Shanqing Guo pp. 183–194

EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization

Jakob Rødsgaard Jørgensen, Ira Assent pp. 195–207

KWIQ: Answering k-core Window Queries in Temporal Networks

Mahdihusain Momin, Raj Kamal, Shantwana Dixit, Sayan Ranu, Amitabha Bagchi pp. 208–220

GraphTempo: An aggregation framework for evolving graphs

Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura pp. 221–233

FLIRT: A Fast Learned Index for Rolling Time frames

Guang Yang, Liang Liang, Ali Hadian, Thomas Heinis pp. 234–246

Experiments & Analysis Track

Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights

Siqiang Luo, Zichen Zhu, Xiaokui Xiao, Yin Yang, Chunbo Li, Ben Kao pp. 247–259

Comprehensive Evaluation of Unrestricted Graph Alignment Algorithms

Konstantinos Skitsas, Karol Orłowski, Judith Hermanns, Davide Mottin, Panagiotis Karras pp. 260–272

Number 2 (November 02, 2022)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-093-6, Electronic Edition

Research Track

Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation

Magnus Müller, Lucas Woltmann, Wolfgang Lehner pp. 273–284

Data Provenance for SHACL

Thomas Delva, Anastasia Dimou, Maxime Jakubowski, Jan Van den Bussche pp. 285–297

Streaming Weighted Sampling over Join Queries

Michael Shekelyan, Graham Cormode, Qingzhi Ma, Ali Mohammadi Shanghooshabad, Peter Triantafillou pp. 298–310

Exploration of Approaches for In-Database ML

Steffen Kläbe, Stefan Hagedorn, Kai-Uwe Sattler pp. 311–323

Patched Multi-Key Partitioning for Robust Query Performance

Steffen Kläbe, Kai-Uwe Sattler pp. 324–336

Integration of Skyline Queries into Spark SQL

Lukas Grasmann, Reinhard Pichler, Alexander Selzer pp. 337–350

Unsupervised Space Partitioning for Nearest Neighbor Search

Abrar Fahim, Mohammed Eunus Ali, Muhammad Aamir Cheema pp. 351–363

Recommending Unanimously Preferred Items to Groups

Karim Benouaret, Kian-Lee Tan pp. 364–377

Density-Based Geometry Compression for LiDAR Point Clouds

Xibo Sun, Qiong Luo pp. 378–390

Subset Approach to Efficient Skyline Computation

Dominique H. Li pp. 391–403

Interactive Set Discovery

Arif Hasnat, Davood Rafiei pp. 404–416

Vision Papers

Stitcher: Learned Workload Synthesis from Historical Performance Footprints

Chengcheng Wan, Yiwen Zhu, Joyce Cahoon, Wenjing Wang, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Alexandra M Ciortea, Konstantinos Karanasos, Subru Krishnan pp. 417–423

Experiments & Analysis Track

An Experimental Analysis of Quantile Sketches over Data Streams

Lasantha Fernando, Harsh Bindra, Khuzaima Daudjee pp. 424–436

Implementing and Evaluating E2LSH on Storage

Yu Nakanishi, Kazuhiro Hiwada, Yosuke Bando, Tomoya Suzuki, Hirotsugu Kajihara, Shintarou Sano, Tatsuro Endo, Tatsuo Shiozawa pp. 437–449

Number 3 (March 20, 2023)

Original publisher: OpenProceedings.org, ISBN: 978-3-89318-092-9, Electronic Edition

Research Track

Detecting Stale Data in Wikipedia Infoboxes

Malte Barth, Tibor Bleidt, Martin Büßemeyer, Fabian Heseding, Niklas Köhnecke, Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava pp. 450–456

Efficient Multi-Model Management

Nils Straßenburg, Dominic Kupfer, Julia Kowal, Tilmann Rabl pp. 457–463

Offset-value coding in database query processing

Goetz Graefe, Thanh D Do pp. 464–470

UniCache: Efficient Log Replication through Learning Workload Patterns

Harald Ng, Kun Wu, Paris Carbone pp. 471–477

A Formal Design Framework for Practical Property Graph Schema Languages

Nimo Beeren, George Fletcher pp. 478–484

Auditing for Spatial Fairness

Dimitris Sacharidis, Giorgos Giannopoulos, George Papastefanatos, Kostas Stefanidis pp. 485–491

Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN

Yifan Wang, Daisy Zhe Wang pp. 492–498

REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines

Mohamed Abdelaal, Christian Hammacher, Harald Schöning pp. 499–511

Frequency Estimation of Evolving Data Under Local Differential Privacy

Héber H. Arcolezi, Carlos A Pinzón, Catuscia Palamidessi, Sébastien Gambs pp. 512–525

WedgeBlock: An Off-Chain Secure Logging Platform for Blockchain Applications

Abhishek A Singh, YINAN ZHOU, Mohammad Sadoghi, Sharad Mehrotra, Shantanu Sharma, Faisal Nawab pp. 526–539

SonicJoin: Fast, Robust and Worst-case Optimal

Ahmad Khazaie, Holger Pirk pp. 540–551

Learned Selection Strategy for Lightweight Integer Compression Algorithms

Lucas Woltmann, Patrick Damme, Claudio Hartmann, Dirk Habich, Wolfgang Lehner pp. 552–564

Detecting Robustness against MVRC for Transaction Programs with Predicate Reads

Brecht Vandevoort, Bas Ketsman, Christoph Koch, Frank Neven pp. 565–577

E2-NVM: A Memory-Aware Write Scheme to Improve Energy Efficiency and Write Endurance of NVMs using Variational Autoencoders

Saeed Kargar, Binbin Gu, Sangeetha Abdu Jyothi, Faisal Nawab pp. 578–590

Efficiently Archiving Photos under Storage Constraints

Susan B Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan pp. 591–603

Incremental Stream Query Merging

Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov pp. 604–617

Desis: Efficient Window Aggregation in Decentralized Networks

Wang Yue, Lawrence Benson, Tilmann Rabl pp. 618–631

An Efficient Approach for Indoor Facility Location Selection

Yeasir Rayhan, Tanzima Hashem, Muhammad Aamir Cheema, Hua Lu, Mohammed Eunus Ali pp. 632–644

An Intrinsically Interpretable Entity Matching System

Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini pp. 645–657

User Customizable and Robust Geo-Indistinguishability for Location Privacy

Primal Pappachan, Chenxi Qiu, Anna Cinzia Squicciarini, Vishnu Sharma Hunsur Manjunath pp. 658–670

FELIP: A local Differentially Private approach to frequency estimation on multidimensional datasets

José Serafim da Costa Filho, Javam C Machado pp. 671–683

TransEdge: Supporting Efficient Read Queries Across Untrusted Edge Nodes

Abhishek A Singh, Aasim Khan, Sharad Mehrotra, Faisal Nawab pp. 684–696

Wrapper Methods for Multi-Objective Feature Selection

Uchechukwu F Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi pp. 697–709

Evaluating Hybrid Graph Pattern Queries Using Runtime Index Graphs

Xiaoying Wu, Dimitri Theodoratos, Nikos Mamoulis, Michael Lan pp. 710–722

Fast and Efficient Update Handling for Graph H2TAP

Muhammad Attahir Jibril, Hani Al-Sayeh, Alexander Baumstark, Kai-Uwe Sattler pp. 723–736

Consent Management in Data Workflows: A Graph Problem

Dorota Filipczuk, Enrico H Gerding, George Konstantinidis pp. 737–748

Industrial & Applications Track

ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning

Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann pp. 749–756

COVIDKG.ORG - a Web-scale COVID-19 Interactive, Trustworthy Knowledge Graph, Constructed and Interrogated for Bias using Deep-Learning

Bhimesh Kandibedala, Anna Pyayt, Nickolas Piraino, Chris Caballero, Michael Gubanov pp. 757–764

Adaptive Real-time Virtualization of Legacy ETL Pipelines in Cloud Data Warehouses

Ehab Abdelhamid, Nikos Tsikoudis, Michael Duller, Marc Sugiyama, Nicholas E. Marino, Florian M. Waas pp. 765–772

Smart Derivative Contracts in DatalogMTL

Andrea Colombo, Luigi Bellomarini, Stefano Ceri, Eleonora Laurenza pp. 773–781

Reasoning over Financial Scenarios with the Vadalog System

Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger pp. 782–791

On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge

Jingwei Zuo, George Arvanitakis, Hakim Hacid pp. 792–798

Demonstration Track

Understanding crowd energy consumption behaviors

Xiufeng Liu, Xu Cheng, Yanyang Yang, Huan Huo, Yongping Liu, Per Nielsen pp. 799–802

Describing and Assessing Cubes Through Intentional Analytics

Matteo Francia, Matteo Golfarelli, Stefano Rizzi pp. 803–806

RDF-Analytics: Interactive Analytics over RDF Knowledge Graphs

Maria-Evaggelia Papadaki, Yannis Tzitzikas pp. 807–810

Demonstrating Interactive SPARQL Formulation through Positive and Negative Examples and Feedback

Akritas Akritidis, Yannis Tzitzikas pp. 811–814

VOYAGER: Automatic Computation of Visual Complexity and Aesthetics of Graph Query Interfaces

Duy Pham, Sourav S Bhowmick pp. 815–818

Topio Marketplace: Search and Discovery of Geospatial Data

Andra Ionescu, Alexandra Alexandridou, Leonidas Ikonomou, Kyriakos Psarakis, Kostas Patroumpas, Georgios Chatzigeorgakidis, Dimitrios Skoutas, Spiros Athanasiou, Rihan Hai, Asterios Katsifodimos pp. 819–822