EDBT2022 Research Papers: List of Accepted Papers


Research Track

Title Authors
Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems Christina Pavlopoulou (University of California, Riverside)*; Vassilis J. Tsotras (UC Riverside); Michael Carey (UC Irvine)
SAHARA: Memory Footprint Reduction of Cloud Databases with Automated Table Partitioning Michael Brendle (University of Konstanz)*; Nick Weber (Celonis SE); Mahammad Valiyev (TUM); Norman May (SAP SE); Robert Schulze (-); Alexander Boehm (SAP SE); Guido Moerkotte (University of Mannheim); Michael Grossniklaus (University of Konstanz)
Bandwidth-optimal Relational Joins on FPGAs Robert Lasch (TU Ilmenau, SAP SE)*; Mehdi Moghaddamfar (TU Dresden & SAP SE); Norman May (SAP SE); Suleyman Demirsoy (Intel Corp.); Christian Faerber (Intel Corporation); Kai-Uwe Sattler (TU Ilmenau)
ArrayQL Integration into Code-Generating Database Systems Maximilian E. Schüle (Technical University of Munich)*; Tobias Götz (TUM); Alfons Kemper (TUM); Thomas Neumann (TUM)
RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies Bernardo Breve (University of Salerno); Loredana Caruccio (University of Salerno)*; Vincenzo Deufemia (University of Salerno); Giuseppe Polese (University of Salerno)
Workload-Aware Materialization of Junction Trees Martino Ciaperoni (Aalto University)*; Cigdem Aslay (Aarhus University); Aristides Gionis (KTH Royal Institute of Technology); Michael Mathioudakis (University of Helsinki)
Mining Change Rules Daniel Lindner (Hasso Plattner Institute); Franziska Schumann (Hasso Plattner Institute); Nicolas Alder (Hasso Plattner Institute); Tobias Bleifuß (Hasso Plattner Institute); Leon Bornemann (Hasso Plattner Institute); Felix Naumann (Hasso Plattner Institute)*
3DPro: Querying Complex Three-Dimensional Data with Progressive Compression and Refinement Dejun Teng (Stony Brook University)*; Furqan Baig (Stony Brook University); hoang vo (stony brook university); Yanhui Liang (Google); Jun Kong (Georgia State University); Fusheng Wang (Stony Brook University)
TransER: Homogeneous Transfer Learning for Entity Resolution Nishadi Kirielle (The Australian National University)*; Peter Christen (The Australian National University); Thilina N Ranbaduge (The Australian National University)
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops Sina Shaham (University of Southern California); Gabriel Ghinita (Univ. of Massachusetts Boston)*; Cyrus Shahabi (Computer Science Department. University of Southern California)
SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records Mazhar Hameed (Hasso Plattner Institute)*; Gerardo Vitagliano (Hasso Plattner Institute); Lan Jiang (Hasso Plattner Institute); Felix Naumann (Hasso Plattner Institute)
SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning Jan Kossmann (Hasso Plattner Institute)*; Alexander Kastius (Hasso Plattner Institute); Rainer Schlosser (Hasso Plattner Institute)
LMKG: Learned Models for Cardinality Estimation in Knowledge Graphs Angjela Davitkova (TU Kaiserslautern); Damjan Gjurovski (TU Kaiserslautern)*; Sebastian Michel (TU Kaiserslautern)
Detecting Errors in Databases with Bidirectional Recurrent Neural Networks Severin Holzer (City of Zurich); Kurt Stockinger (ZHAW Zurich University of Applied Sciences)*
An Indexable Time Series Dimensionality Reduction Method forMax Deviation Reduction and Similarity Search W Yu (Aston U.)*; Ruidong Xue (Aston Univ); Hongxia Wang (Aston U.)
GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering Jakob Rødsgaard Jørgensen (Aarhus University)*; Katrine Scheel (Aarhus University); Ira Assent (Aarhus University); Anne C. Elster (Norwegian University of Science and Technology); Ajeet Ram Pathak (Vishwakarma Institute of Technology, Pune)
Aggregation Detection in CSV Files Lan Jiang (Hasso Plattner Institute)*; Gerardo Vitagliano (Hasso Plattner Institute); Mazhar Hameed (Hasso Plattner Institute); Felix Naumann (Hasso Plattner Institute)
A Supervised Skyline-Based Algorithm for Spatial Entity Linkage Suela Isaj (Aalborg University)*; Vassilis Kaffes (University of the Peloponnese); Torben Bach Pedersen (Aalborg University); Giorgos Giannopoulos (IMSI/Athena R. C.)
Efficiently Managing Deep Learning Models in a Distributed Environment Nils Straßenburg (Hasso Plattner Institut)*; Ilin Tolovski (Hasso Plattner Institute); Tilmann Rabl (HPI, University of Potsdam)
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and Autoregressive Model Zizhong Meng (Nanyang Technological University); Peizhi Wu (University of Pennsylvania); Gao Cong (Nanyang Technological Univesity)*; Rong Zhu (Alibaba Group); Shuai Ma (Beihang University)
Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers Niccolo Meneghetti (University of Michigan - Dearborn)*; Ouael Ben Amara (University of Michigan - Dearborn)
Automatic generation of comparison notebooks for interactive data exploration Alexandre Chanson (University of Tours); Nicolas Labroche (none); Patrick Marcel (University of Tours)*; Stefano Rizzi (DISI - University of Bologna); Vincent T'Kindt (University of Tours)
Cardinality Estimation using Label Probability Propagation for Subgraph Matching in Property Graph Databases Leonard Wörteler (Universität Konstanz)*; Moritz Renftle (Karlsruhe Institute of Technology); Theodoros Chondrogiannis (University of Konstanz); Michael Grossniklaus (University of Konstanz)
RingBFT: Resilient Consensus over Sharded Ring Topology Sajjad Rahnama (University of California Davis)*; Suyash Gupta (University of California, Berkeley); Rohan Sogani (University of California, Davis); Dhruv Krishnan (University of California, Davis ); Mohammad Sadoghi (University of California, Davis)
Elastic Indexes: Dynamic Space vs. Query Efficiency Tuning forIn-Memory Database Indexing Moshik Hershcovitch (Tel Aviv University & IBM Research)*; Artem Khyzha (Tel Aviv University); Daniel G Waddington (IBM Research); Adam Morrison (Tel Aviv University)
Backbone Index to Support Skyline Path Queries over Multi-cost Road Networks Qixu Gong (Cisco System, Inc)*; Huiping Cao (New Mexico State University)
Towards Optimal Resource Allocation for Serverless Queries Anish Pimpley (Microsoft); Shuo Li (Microsoft); Rathijit Sen (Microsoft)*; Soundararajan Srinivasan (Microsoft); Alekh Jindal (Keebo)
Efficient Dynamic Clustering: Capturing Patterns fromHistorical Cluster Evolution Binbin Gu (UC Irvine)*; Saeed Kargar (UCSC); Faisal Nawab (University of California at Irvine)

Experiments & Analysis Papers

Title Authors
[Experiments & Analysis] Implementing Distributed Similarity Joins using Locality Sensitive Hashing Martin Aumüller (IT University of Copenhagen); Matteo Ceccarello (Free University of Bozen-Bolzano)*
[Experiments & Analysis] Bipartite Graph Matching Algorithms for Entity Resolution: An Empirical Evaluation George Papadakis (University of Athens)*; Vasilis Efthymiou (FORTH-ICS); Emmanouil Thanos (University of Leuven); Oktie Hassanzadeh (IBM Research)
Evaluating In-Memory Hash-Joins on Persistent Memory Tobias Maltenberger (Hasso Plattner Institute)*; Till Lehmann (Hasso Plattner Institute); Lawrence Benson (Hasso Plattner Institute, University of Potsdam); Tilmann Rabl (HPI, University of Potsdam)
Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don't Always Win [Experiments & Analysis] Yasamin Klingler (ZHAW Zurich University of Applied Sciences); Claude Lehmann (ZHAW Zurich University of Applied Sciences); João Pedro Monteiro (Veezoo); Carlo Saladin (Veezoo); Abraham Bernstein (University of Zurich); Kurt Stockinger (ZHAW Zurich University of Applied Sciences)*

Vision Papers

Title Authors
[Vision Paper] PReVer: Towards Private Regulated Verified Data Mohammad Javad Amiri (University of Pennsylvania)*; Tristan Allard (Univ Rennes, CNRS, IRISA); Divy Agrawal (University of California, Santa Barbara); Amr El Abbadi (UC Santa Barbara)

Short Papers

Title Authors
DataGossip: A Data Exchange Extension for Distributed Machine Learning Algorithms Phillip Wenig (Hasso Plattner Institute, University of Potsdam)*; Thorsten Papenbrock (Philipps University of Marburg)
Translation Grids for Multi-way Join Size Estimation Magnus Mueller (University of Mannheim)*; Guido Moerkotte (University of Mannheim)
Masked Language Models as Stereotype Detectors? Yacine Gaci (Université Claude Bernard Lyon 1)*; Boualem Benatallah (UNSW Sydney); Fabio Casati (U of trento); Khalid Benabdeslem (University lyon 1)
Implementing Linear Bandits in Off-the-Shelf SQLite Radu Ciucanu (Univ. Grenoble Alpes, CNRS LIG)*; Marta Soare (Univ. Grenoble Alpes, CNRS LIG); Sihem Amer-Yahia (CNRS)
Fine-Tuning Dependencies with Parameters Alireza Vezvaei (University of Waterloo)*; Lukasz Golab (University of Waterloo); Mehdi Kargar (Ryerson University); Divesh Srivastava (AT&T Chief Data Office); Jaroslaw Szlichta (Ontario Tech University); Morteza Zihayat (Ryerson University)
RoleSim+: A Fast Algorithm for RoleSim Similarity Search Weiren Yu (University of Warwick)*; Sima Iranmanesh (Warwick University); Xuming Hong (Nanjing University of Sci. & Tech.); Jianxun Xu (Nanjing University of Sci. & Tech.)
Spatially Combined Keyword Searches Artur Titkov (JGU Mainz); Panagiotis Bouros (Johannes Gutenberg University Mainz)*
Similarity-driven Schema Transformation for Test Data Generation Fabian Panse (Universität Hamburg)*; Meike Klettke (Universität Rostock); Johannes Schildgen (Regensburg University of Applied Sciences); Wolfram Wingerath (Baqend)
Towards A General SIMD Concurrent Approach to Accelerating Integer Compression Algorithms Juliana Hildebrandt (TU Dresden); Dirk Habich (TU Dresden)*; Wolfgang Lehner (TU Dresden)
Columnar Storage Optimization and Caching for Data Lakes Guodong Jin (Renmin University of China)*; Haoqiong Bian (EPFL); Yueguo Chen (Renmin University of China); Xiaoyong Du (Renmin University of China)
Cache-Coherent Shared Locking for Transactionally Consistent Updates in Near-Data Processing DBMS on Smart Storage Arthur Bernhardt (Reutlingen University); Sajjad Tamimi (TU Darmstadt); Florian Stock (TU Darmstadt); Andreas Koch (TU Darmstadt); Tobias Vincon (Reutlingen University); Ilia Petrov (Reutlingen University)*
Query Language Support for Timely Data Deletion Subhadeep Sarkar (Boston University)*; Manos Athanassoulis (Boston University)
Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases Shirin Seyedsalehi (Ryerson University)*; Amin Bigdeli (Ryerson University); Negar Arabzadeh (University of Waterloo); Bhaskar Mitra (Microsoft); Morteza Zihayat (Ryerson University); Ebrahim Bagheri (Ryerson University)
A Neural Approach to Forming Coherent Teams in Collaboration Networks Radin Hamidi Rad (Ryerson University)*; Shirin Seyedsalehi (Ryerson University); Mehdi Kargar (Ryerson University); Morteza Zihayat (Ryerson University); Ebrahim Bagheri (Ryerson University)
Diversified Top-r Community Search in Geo-Social Network: A K-Truss Based Model Renjie Sun (East China Normal University)*; Yanping Wu (Zhejiang Gongshang University); Xiaoyang Wang (Zhejiang Gongshang University)
Hierarchical Clustering for Property Graph Schema Discovery Angela Bonifati (Univ. of Lyon); Stefania Dumbrava (ENSIIE)*; Nicolas Mir (ENSIIE)