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26th EDBT 2023: Ioannina, Greece
- Julia Stoyanovich, Jens Teubner, Nikos Mamoulis, Evaggelia Pitoura, Jan Mühlig, Katja Hose, Sourav S. Bhowmick, Matteo Lissandrini:
Proceedings 26th International Conference on Extending Database Technology, EDBT 2023, Ioannina, Greece, March 28-31, 2023. OpenProceedings.org 2023, ISBN 978-3-89318-088-2
Research Track
- Immanuel Haffner, Jens Dittrich:
A simplified Architecture for Fast, Adaptive Compilation and Execution of SQL Queries. 1-13 - Khalid Belhajjame:
Efficient Maintenance of Agree-Sets Against Dynamic Datasets. 14-26 - Panos Vassiliadis, Fation Shehaj, George Kalampokis, Apostolos V. Zarras:
Joint Source and Schema Evolution: Insights from a Study of 195 FOSS Projects. 27-39 - Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann:
Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL. 40-52 - Eugenie Yujing Lai, Zainab Zolaktaf, Mostafa Milani, Omar AlOmeir
, Jianhao Cao, Rachel Pottinger:
Workload-Aware Query Recommendation Using Deep Learning. 53-65 - Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso
Relational Memory: Native In-Memory Accesses on Rows and Columns. 66-79 - Leonardo Gazzarri, Melanie Herschel
Progressive Entity Resolution over Incremental Data. 80-91 - Dhrubajyoti Ghosh, Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma
Supporting Complex Query Time Enrichment For Analytics. 92-104 - Matteo Lissandrini
Example-Driven Exploratory Analytics over Knowledge Graphs. 105-117 - Rathijit Sen, Abhishek Roy, Alekh Jindal:
Predictive Price-Performance Optimization for Serverless Query Processing. 118-130 - Bernhard Mößner, Christian Riegger, Arthur Bernhardt, Ilia Petrov:
bloomRF: On Performing Range-Queries in Bloom-Filters with Piecewise-Monotone Hash Functions and Prefix Hashing. 131-143 - Yanchuan Chang
Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning. 144-156 - Qiushi Bai, Sadeem Alsudais, Chen Li, Shuang Zhao:
Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints. 157-170 - Claudio Lucchese, Salvatore Orlando, Raffaele Perego
GAM Forest Explanation. 171-182 - Gaoyuan Liu, Peng Tang, Chengyu Hu, Chongshi Jin, Shanqing Guo:
Multi-Dimensional Data Publishing With Local Differential Privacy. 183-194 - Jakob Rødsgaard Jørgensen, Ira Assent
EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization. 195-207 - Mahdihusain Momin, Raj Kamal, Shantwana Dixit, Sayan Ranu, Amitabha Bagchi:
KWIQ: Answering k-core Window Queries in Temporal Networks. 208-220 - Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura:
GraphTempo: An aggregation framework for evolving graphs. 221-233 - Guang Yang, Liang Liang, Ali Hadian, Thomas Heinis:
FLIRT: A Fast Learned Index for Rolling Time frames. 234-246
Experiments & Analysis Track
- Siqiang Luo
Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights. 247-259 - Konstantinos Skitsas, Karol Orlowski, Judith Hermanns, Davide Mottin, Panagiotis Karras:
Comprehensive Evaluation of Algorithms for Unrestricted Graph Alignment. 260-272
Research Track
- Magnus Müller, Lucas Woltmann
Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation. 273-284 - Thomas Delva, Anastasia Dimou
Data Provenance for SHACL. 285-297 - Michael Shekelyan, Graham Cormode
Streaming Weighted Sampling over Join Queries. 298-310 - Steffen Kläbe, Stefan Hagedorn, Kai-Uwe Sattler:
Exploration of Approaches for In-Database ML. 311-323 - Steffen Kläbe, Kai-Uwe Sattler:
Patched Multi-Key Partitioning for Robust Query Performance. 324-336 - Lukas Grasmann, Reinhard Pichler, Alexander Selzer:
Integration of Skyline Queries into Spark SQL. 337-350 - Abrar Fahim, Mohammed Eunus Ali, Muhammad Aamir Cheema:
Unsupervised Space Partitioning for Nearest Neighbor Search. 351-363 - Karim Benouaret, Kian-Lee Tan:
Recommending Unanimously Preferred Items to Groups. 364-377 - Xibo Sun, Qiong Luo
Density-Based Geometry Compression for LiDAR Point Clouds. 378-390 - Dominique H. Li:
Subset Approach to Efficient Skyline Computation. 391-403 - Arif Hasnat, Davood Rafiei:
Interactive Set Discovery. 404-416
Vision Papers
- Chengcheng Wan
Stitcher: Learned Workload Synthesis from Historical Performance Footprints. 417-423
Experiments & Analysis Track
- Lasantha Fernando, Harsh Bindra, Khuzaima Daudjee:
An Experimental Analysis of Quantile Sketches over Data Streams. 424-436 - Yu Nakanishi, Kazuhiro Hiwada, Yosuke Bando, Tomoya Suzuki, Hirotsugu Kajihara, Shintaro Sano, Tatsuro Endo, Tatsuo Shiozawa:
Implementing and Evaluating E2LSH on Storage. 437-449
Research Track
- Malte Barth, Tibor Bleidt, Martin Büßemeyer, Fabian Heseding, Niklas Köhnecke, Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava:
Detecting Stale Data in Wikipedia Infoboxes. 450-456 - Nils Strassenburg, Dominic Kupfer, Julia Kowal, Tilmann Rabl:
Efficient Multi-Model Management. 457-463 - Goetz Graefe, Thanh Do:
Offset-value coding in database query processing. 464-470 - Harald Ng, Kun Wu, Paris Carbone:
UniCache: Efficient Log Replication through Learning Workload Patterns. 471-477 - Nimo Beeren, George Fletcher:
A Formal Design Framework for Practical Property Graph Schema Languages. 478-484 - Dimitris Sacharidis
Auditing for Spatial Fairness. 485-491 - Yifan Wang, Daisy Zhe Wang:
Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN. 492-498 - Mohamed Abdelaal, Christian Hammacher, Harald Schöning
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. 499-511 - Héber Hwang Arcolezi
Frequency Estimation of Evolving Data Under Local Differential Privacy. 512-525 - Abhishek A. Singh, Yinan Zhou, Mohammad Sadoghi
WedgeBlock: An Off-Chain Secure Logging Platform for Blockchain Applications. 526-539 - Ahmad Khazaie, Holger Pirk:
SonicJoin: Fast, Robust and Worst-case Optimal. 540-551 - Lucas Woltmann
Learned Selection Strategy for Lightweight Integer Compression Algorithms. 552-564 - Brecht Vandevoort, Bas Ketsman
Detecting Robustness against MVRC for Transaction Programs with Predicate Reads. 565-577 - Saeed Kargar, Binbin Gu, Sangeetha Abdu Jyothi
E2-NVM: A Memory-Aware Write Scheme to Improve Energy Efficiency and Write Endurance of NVMs using Variational Autoencoders. 578-590 - Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan:
Efficiently Archiving Photos under Storage Constraints. 591-603 - Ankit Chaudhary
Incremental Stream Query Merging. 604-617 - Wang Yue, Lawrence Benson, Tilmann Rabl:
Desis: Efficient Window Aggregation in Decentralized Networks. 618-631 - Yeasir Rayhan, Tanzima Hashem
An Efficient Approach for Indoor Facility Location Selection. 632-644 - Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Matteo Paganelli, Maurizio Vincini:
An Intrinsically Interpretable Entity Matching System. 645-657 - Primal Pappachan, Chenxi Qiu, Anna Cinzia Squicciarini, Vishnu Sharma Hunsur Manjunath:
User Customizable and Robust Geo-Indistinguishability for Location Privacy. 658-670 - José Serafim da Costa Filho, Javam C. Machado:
FELIP: A local Differentially Private approach to frequency estimation on multidimensional datasets. 671-683 - Abhishek A. Singh, Aasim Khan, Sharad Mehrotra, Faisal Nawab:
TransEdge: Supporting Efficient Read Queries Across Untrusted Edge Nodes. 684-696 - Uchechukwu Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi:
Wrapper Methods for Multi-Objective Feature Selection. 697-709 - Xiaoying Wu, Dimitri Theodoratos, Nikos Mamoulis, Michael Lan:
Evaluating Hybrid Graph Pattern Queries Using Runtime Index Graphs. 710-722 - Muhammad Attahir Jibril, Hani Al-Sayeh, Alexander Baumstark, Kai-Uwe Sattler:
Fast and Efficient Update Handling for Graph H2TAP. 723-736 - Dorota Filipczuk, Enrico H. Gerding, George Konstantinidis:
Consent Management in Data Workflows: A Graph Problem. 737-748
Industrial & Applications Track
- Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning. 749-756 - Bhimesh Kandibedala, Anna Pyayt, Nickolas Piraino, Chris Caballero, Michael N. Gubanov:
COVIDKG.ORG - a Web-scale COVID-19 Interactive, Trustworthy Knowledge Graph, Constructed and Interrogated for Bias using Deep-Learning. 757-764 - Ehab Abdelhamid, Nikos Tsikoudis, Michael Duller, Marc Sugiyama, Nicholas E. Marino, Florian M. Waas:
Adaptive Real-time Virtualization of Legacy ETL Pipelines in Cloud Data Warehouses. 765-772 - Andrea Colombo
Smart Derivative Contracts in DatalogMTL. 773-781 - Teodoro Baldazzi
Reasoning over Financial Scenarios with the Vadalog System. 782-791 - Jingwei Zuo, George Arvanitakis, Hakim Hacid:
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge. 792-798
Demonstration Track
- Xiufeng Liu
Understanding crowd energy consumption behaviors. 799-802 - Matteo Francia
Describing and Assessing Cubes Through Intentional Analytics. 803-806 - Maria-Evangelia Papadaki, Yannis Tzitzikas:
RDF-Analytics: Interactive Analytics over RDF Knowledge Graphs. 807-810 - Akritas Akritidis, Yannis Tzitzikas:
Demonstrating Interactive SPARQL Formulation through Positive and Negative Examples and Feedback. 811-814 - Duy Pham, Sourav S. Bhowmick:
VOYAGER: Automatic Computation of Visual Complexity and Aesthetics of Graph Query Interfaces. 815-818 - Andra Ionescu, Alexandra Alexandridou, Leonidas Ikonomou, Kyriakos Psarakis
Topio Marketplace: Search and Discovery of Geospatial Data. 819-822 - Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione:
REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies. 823-826 - Stefan Klessinger, Michael Fruth, Valentin Gittinger, Meike Klettke, Uta Störl, Stefanie Scherzinger:
Tagger: A Tool for the Discovery of Tagged Unions in JSON Schema Extraction. 827-830 - Pavel Koupil, Daniel Crha, Irena Holubová:
MM-quecat: A Tool for Unified Querying of Multi-Model Data. 831-834 - Ludovic Javet
Pushing Edge Computing one Step Further: Resilient and Privacy-Preserving Processing on Personal Devices. 835-838 - Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, Lea Löffelmann:
Tuning the Utility-Privacy Trade-Off in Trajectory Data. 839-842 - Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura:
TempoGRAPHer: A Tool for Aggregating and Exploring Evolving Graphs. 843-846
Tutorial Track
- Paul Boniol, John Paparrizos, Themis Palpanas:
New Trends in Time Series Anomaly Detection. 847-850 - Yu Zhang, Yunyi Zhang, Jiawei Han:
Mining Structures from Massive Texts by Exploring the Power of Pre-trained Language Models. 851-854 - Sihem Amer-Yahia, Patrick Marcel, Verónika Peralta:
Data Narration for the People: Challenges and Opportunities. 855-858
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