VLDB-PhD 2018
VLDB 2018 PhD Workshop

Table of Contents

• Preface
  
  

Technical Program

• Challenges and Innovations in Building a Product Knowledge Graph
  Xin Luna Dong

Session 1: Data Analytics & Cleaning

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

Session 2: In-memory Data Management & Hardware Acceleration

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

Session 3: Potpourri

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