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PhD@VLDB 2018: Rio de Janeiro, Brasil

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Senjuti Basu Roy, Altigran Soares da Silva:
Proceedings of the VLDB 2018 PhD Workshop co-located with the 44th International Conference on Very Large Databases (VLDB 2018), Rio de Janeiro, Brasil, Aug 27-31, 2018. CEUR Workshop Proceedings 2175, CEUR-WS.org 2018

Session 1: Data Analytics & Cleaning

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Mark Raasveldt:
Integrating Analytics with Relational Databases.
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Rakhi Saxena:
Capitalizing on Hierarchical Graph Decomposition for Scalable Network Analysis.
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Roberto Souza:
Detecting Spatial Clusters of Infection Risk with Geo-Located Social Media Data.
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Eduardo Peña:
Workload-Aware Discovery of Integrity Constraints for Data Cleaning.
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Guilherme Campos:
Unsupervised Ensembles for Outlier Detection.

Session 2: In-memory Data Management & Hardware Acceleration

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Yiwen Wang:
Vecstra: An Efficient and Scalable Geospatial In-Memory Cache.
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Tiago Rodrigo Kepe:
Dynamic Database Operator Scheduling for Processing-in-Memory.
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Simone Dominico:
Multi-Core Allocation Model for Database Systems.
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Anderson Chaves Carniel:
Spatial Indexing on Flash-Based Solid State Drives.
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Martin Boissier:
Reducing the Footprint of Main Memory HTAP Systems: Removing, Compressing, Tiering, and Ignoring Data.

Session 3: Potpourri

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Pedro Holanda:
Progressive Indices: Indexing Without Prejudice.
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James Wagner:
Auditing DBMSes through Forensic Analysis.
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Márcio Saraiva:
Relating Educational Materials via Extraction of their Topics.
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Chao Zhang:
Parameter Curation and Data Generation for Benchmarking Multi-model Queries.
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Jan Kossmann:
Self-Driving: From General Purpose to Specialized DBMSs.

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