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



Accepted Papers (in no particular order)

  • Joseph Giovanelli, Besim Bilalli and Alberto Abelló. Effective data pre-processing for AutoML

  • Christos Bellas and Anastasios Gounaris. An Evaluation of Large Set Intersection Techniques on GPUs

  • Mohsin Iqbal, Matteo Lissandrini and Torben Bach Pedersen. A Foundation for Spatio-Textual-Temporal Cube Analytics

  • 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

  • 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

  • Alexandre Chanson, Nicolas Labroche and Willème Verdeaux. Towards Local Post-hoc Recommender Systems Explanations

  • Lukasz Golab and Divesh Srivastava. Exploring Data Using Patterns: A Survey and Open Problems

  • Fodil Benali, Damien Bodenes, Nicolas Labroche and Cyril De Runz. MTCopula: Synthetic Complex Data Generation Using Copula

  • Mark Lukas Möller, Nic Scharlau and Meike Klettke. An Empirical Study of Open Data JSON Files (Short paper)

  • Clement Moreau and Veronika Peralta. Learning Analysis Behavior in SQL Workloads

  • Mohamed Ragab, Riccardo Tommasini, Feras Awaysheh and Juan Carlos Ramos. An In-depth Comparison of Large-scale RDF Relational Schema Optimizations Using Spark-SQL

  • Hiba Khalid and Esteban Zimanyi. MDORG: Annotation Assisted Rule Agents for Metadata Files

  • Stavros Maroulis, Nikos Bikakis, George Papastefanatos, Panos Vassiliadis and Yannis Vassiliou. Adaptive Indexing for In-situ Visual Exploration and Analytics

  • Xhino Mullaymeri and Alexandros Karakasidis. Using Fuzzy Vaults for Privacy Preserving Record Linkage