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25th EDBT 2022: Edinburgh, UK
- Julia Stoyanovich, Jens Teubner, Paolo Guagliardo, Milos Nikolic, Andreas Pieris, Jan Mühlig, Fatma Özcan, Sebastian Schelter, H. V. Jagadish, Meihui Zhang:
Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022. OpenProceedings.org 2022, ISBN 978-3-89318-086-8
Research Track
- Christina Pavlopoulou, Michael J. Carey, Vassilis J. Tsotras:
Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems. 1:1-1:12 - Michael Brendle, Nick Weber, Mahammad Valiyev, Norman May, Robert Schulze
, Alexander Böhm, Guido Moerkotte, Michael Grossniklaus:
SAHARA: Memory Footprint Reduction of Cloud Databases with Automated Table Partitioning. 1:13-1:26 - Robert Lasch, Mehdi Moghaddamfar, Norman May, Süleyman Sirri Demirsoy, Christian Färber, Kai-Uwe Sattler:
Bandwidth-optimal Relational Joins on FPGAs. 1:27-1:39 - Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann:
ArrayQL Integration into Code-Generating Database Systems. 1:40-1:51 - Bernardo Breve
RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies. 1:52-1:64 - Martino Ciaperoni, Çigdem Aslay
Workload-Aware Materialization of Junction Trees. 1:65-1:77
Experiments & Analysis Track
- Martin Aumüller, Matteo Ceccarello
Implementing Distributed Similarity Joins using Locality Sensitive Hashing. 1:78-1:90
Research Track
- Daniel Lindner
Mining Change Rules. 2:91-2:103 - Dejun Teng, Furqan Baig, Hoang Vo, Yanhui Liang, Jun Kong, Fusheng Wang
3DPro: Querying Complex Three-Dimensional Data with Progressive Compression and Refinement. 2:104-2:117 - Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
TransER: Homogeneous Transfer Learning for Entity Resolution. 2:118-2:130 - Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. 2:131-2:142 - Mazhar Hameed
SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records. 2:143-2:154 - Jan Kossmann, Alexander Kastius, Rainer Schlosser:
SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. 2:155-2:168 - Angjela Davitkova, Damjan Gjurovski, Sebastian Michel:
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs. 2:169-2:182 - Ruidong Xue, Weiren Yu, Hongxia Wang:
An Indexable Time Series Dimensionality Reduction Method for Maximum Deviation Reduction and Similarity Search. 2:183-2:195 - Jakob Rødsgaard Jørgensen, Katrine Scheel, Ira Assent, Ajeet Ram Pathak
GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering. 2:196-2:206 - Lan Jiang, Gerardo Vitagliano
Aggregation Detection in CSV Files. 2:207-2:219 - Suela Isaj, Vassilis Kaffes, Torben Bach Pedersen, Giorgos Giannopoulos
A Supervised Skyline-Based Algorithm for Spatial Entity Linkage. 2:220-2:233 - Nils Strassenburg, Ilin Tolovski, Tilmann Rabl:
Efficiently Managing Deep Learning Models in a Distributed Environment. 2:234-2:246 - Zizhong Meng, Peizhi Wu, Gao Cong, Rong Zhu, Shuai Ma:
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model. 2:247-2:259 - Niccolò Meneghetti
Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers. 2:260-2:273 - Alexandre Chanson, Nicolas Labroche, Patrick Marcel, Stefano Rizzi, Vincent T'kindt:
Automatic generation of comparison notebooks for interactive data exploration. 2:274-2:284 - Leonard Wörteler
Cardinality Estimation using Label Probability Propagation for Subgraph Matching in Property Graph Databases. 2:285-2:297 - Sajjad Rahnama, Suyash Gupta, Rohan Sogani, Dhruv Krishnan, Mohammad Sadoghi
RingBFT: Resilient Consensus over Sharded Ring Topology. 2:298-2:311 - Moshik Hershcovitch, Artem Khyzha, Daniel G. Waddington, Adam Morrison:
Elastic Indexes: Dynamic Space vs. Query Efficiency Tuning for In-Memory Database Indexing. 2:312-2:324 - Qixu Gong, Huiping Cao
Backbone Index to Support Skyline Path Queries over Multi-cost Road Networks. 2:325-2:337 - Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal:
Towards Optimal Resource Allocation for Big Data Analytics. 2:338-2:350 - Binbin Gu, Saeed Kargar, Faisal Nawab:
Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution. 2:351-2:363
Short Paper Track
- Severin Holzer, Kurt Stockinger:
Detecting Errors in Databases with Bidirectional Recurrent Neural Networks. 2:364-2:367 - Tobias Maltenberger, Till Lehmann, Lawrence Benson, Tilmann Rabl:
Evaluating In-Memory Hash Joins on Persistent Memory. 2:368-2:372 - Phillip Wenig, Thorsten Papenbrock:
DataGossip: A Data Exchange Extension for Distributed Machine Learning Algorithms. 2:373-2:377 - Magnus Müller, Guido Moerkotte:
Translation Grids for Multi-way Join Size Estimation. 2:378-2:382 - Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem:
Masked Language Models as Stereotype Detectors? 2:383-2:387 - Radu Ciucanu, Marta Soare, Sihem Amer-Yahia:
Implementing Linear Bandits in Off-the-Shelf SQLite. 2:388-2:392 - Alireza Vezvaei, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Morteza Zihayat:
Fine-Tuning Dependencies with Parameters. 2:393-2:397 - Weiren Yu, Sima Iranmanesh, Xuming Hong, Jianxun Xu:
RoleSim+: A Fast Algorithm for RoleSim Similarity Search. 2:398-2:402 - Artur Titkov, Panagiotis Bouros:
Spatially Combined Keyword Searches. 2:403-2:407 - Fabian Panse, Meike Klettke, Johannes Schildgen, Wolfram Wingerath:
Similarity-driven Schema Transformation for Test Data Generation. 2:408-2:413 - Juliana Hildebrandt, Dirk Habich, Wolfgang Lehner
Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms. 2:414-2:418 - Guodong Jin, Haoqiong Bian, Yueguo Chen, Xiaoyong Du:
Columnar Storage Optimization and Caching for Data Lakes. 2:419-2:423 - Arthur Bernhardt, Sajjad Tamimi, Florian Stock, Tobias Vinçon, Andreas Koch, Ilia Petrov:
Cache-Coherent Shared Locking for Transactionally Consistent Updates in Near-Data Processing DBMS on Smart Storage. 2:424-2:428 - Subhadeep Sarkar
Query Language Support for Timely Data Deletion. 2:429-2:434 - Shirin Seyedsalehi, Amin Bigdeli, Negar Arabzadeh, Bhaskar Mitra, Morteza Zihayat, Ebrahim Bagheri:
Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases. 2:435-2:439 - Radin Hamidi Rad, Shirin Seyedsalehi, Mehdi Kargar, Morteza Zihayat, Ebrahim Bagheri:
A Neural Approach to Forming Coherent Teams in Collaboration Networks. 2:440-2:444 - Renjie Sun, Yanping Wu, Xiaoyang Wang:
Diversified Top-r Community Search in Geo-Social Network: A K-Truss Based Model. 2:445-2:448 - Angela Bonifati, Stefania Dumbrava
Hierarchical Clustering for Property Graph Schema Discovery. 2:449-2:453
Vision Papers
- Mohammad Javad Amiri
PReVer: Towards Private Regulated Verified Data. 2:454-2:461
Experiments & Analysis Track
- George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh:
Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation. 2:462-2:474 - Yasamin Klingler, Claude Lehmann
Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don't Always Win. 2:475-2:486
Industry & Applications Track
- Antony S. Higginson, Clive Bostock, Norman W. Paton, Suzanne M. Embury
Placement of Workloads from Advanced RDBMS Architectures into Complex Cloud Infrastructure. 2:487-2:497 - Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson:
Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search. 2:498-2:510 - Arunprasad P. Marathe
Integrating the Orca Optimizer into MySQL. 2:511-2:523 - Luigi Bellomarini, Andrea Gentili, Eleonora Laurenza, Emanuel Sallinger:
Model-Independent Design of Knowledge Graphs - Lessons Learnt From Complex Financial Graphs. 2:524-2:526 - Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas
Voyager: Data Discovery and Integration for Onboarding in Data Science. 2:537-2:548 - Nasrullah Sheikh, Xiao Qin, Yaniv Gur, Berthold Reinwald:
Distributed Training of Knowledge Graph Embedding Models using Ray. 2:549-2:553
Demonstrations
- Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka:
JupySim: Jupyter Notebook Similarity Search System. 2:554-2:557 - George Stamatakis, Antonis Kontaxakis, Alkis Simitsis, Nikos Giatrakos
SheerMP: Optimized Streaming Analytics-as-a-Service over Multi-site and Multi-platform Settings. 2:558-2:561 - Jakob Rødsgaard Jørgensen, Ira Assent
AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS. 2:562-2:565 - Pavel Koupil
MM-infer: A Tool for Inference of Multi-Model Schemas. 2:566-2:569 - Robin Carpentier, Floris Thiant, Iulian Sandu Popa, Nicolas Anciaux, Luc Bouganim:
An Extensive and Secure Personal Data Management System Using SGX. 2:570-2:573 - Kostas Patroumpas, Dimitrios Skoutas
MAGE: Discovering Mixture-based Areas of Interest over Geolocated Entities. 2:574-2:577 - Muhammad Usama Saleem, Dominick Reilly, Liyue Fan:
DP-Shield: Face Obfuscation with Differential Privacy. 2:578-2:581
Tutorials
- Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou:
Learned Query Optimizer: At the Forefront of AI-Driven Databases. 1-4 - Anna Bernasconi
Conceptual models and databases for searching the genome. 1-4 - Michail Georgoulakis, Laurent d'Orazio, Verena Kantere:
From Cloud to Serverless: MOO in the new Cloud epoch. 1-4
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