DOLAP 2021: 23rd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data
Co-located with EDBT 2021, Nicosia, Cyprus
March 23, 2021
Program (Time in GMT+1 - Central Europe)
9.00 - 9.10 Welcome - Patrick Marcel, Kostas Stefanidis
9.10- 10.10 Keynote
10.10-10.30 Research Session I - Data Pre-processing
Joseph Giovanelli, Besim Bilalli and Alberto Abelló - Effective data pre-processing for AutoML (video)
10.30-10.45 Break
10.45-12.05 Research Session II - Optimization and Data Analytics
Mohamed Ragab, Riccardo Tommasini, Feras Awaysheh and Juan Carlos Ramos - An In-depth Comparison of Large-scale RDF Relational Schema Optimizations Using Spark-SQL (video)
Fabio Carfì, Enrica Capitelli, Vladi Massimo Nosenzo and Tania Cerquitelli - Estimating the job's pending time on a High-Performance Computing cluster through a hierarchical data-driven methodology (video)
Stavros Maroulis, Nikos Bikakis, George Papastefanatos, Panos Vassiliadis and Yannis Vassiliou - Adaptive Indexing for In-situ Visual Exploration and Analytics (video)
Christos Bellas and Anastasios Gounaris - An Evaluation of Large Set Intersection Techniques on GPUs (short paper) (video)
12.05-12.20 Break
12.20-13.20 Research Session III - Metadata and Data Generation
Etienne Scholly, Pegdwendé N. Sawadogo, Pengfei Liu, Javier A. Espinosa-Oviedo, Cécile Favre, Sabine Loudcher, Jérôme Darmont and Camille Noûs - Coining goldMEDAL: A New Contribution to Data Lake Generic Metadata Modeling (video)
Hiba Khalid and Esteban Zimanyi - MDORG: Annotation Assisted Rule Agents for Metadata Files (video)
Fodil Benali, Damien Bodenes, Nicolas Labroche and Cyril De Runz - MTCopula: Synthetic Complex Data Generation Using Copula (video)
13.20-14.20 EDBT Reception
14.20-16.20 Research Session IV - Data Exploration
Alexandre Chanson, Nicolas Labroche and Willème Verdeaux - Towards Local Post-hoc Recommender Systems Explanations (video)
Mohsin Iqbal, Matteo Lissandrini and Torben Bach Pedersen - A Foundation for Spatio-Textual-Temporal Cube Analytics (video)
Clement Moreau and Veronika Peralta - Learning Analysis Behavior in SQL Workloads (video)
Xhino Mullaymeri and Alexandros Karakasidis - Using Fuzzy Vaults for Privacy Preserving Record Linkage (video)
Lukasz Golab and Divesh Srivastava - Exploring Data Using Patterns: A Survey and Open Problems (short) (video)
Mark Lukas Möller, Nic Scharlau and Meike Klettke - An Empirical Study of Open Data JSON Files (short) (video)