Big Data

GeoSparkViz: a scalable geospatial data visualization framework in the Apache Spark ecosystem

Data Visualization allows users to summarize, analyze and reason about data. A map visualization tool frst loads the designated geospatial data, processes the data and then applies the map visualization efect. Guaranteeing detailed and accurate …

Deploy Distributed Database Course Project on Vocareum

Geospatial Visual Analytics belongs to Database Systems

SRC: Geospatial Visual Analytics Belongs to Database Systems: the BABYLON approach

The paper presents Babylon a large-scale Geospatial Visual analytics (GeoViz) system that performs the spatial data preparation and map visualization phases in the same distributed cluster.

Interactive and Scalable Exploration of Geospatial Data

Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL - Lessons from the Road

In this paper, we present our experience in indexing the dropoff and pick-up locations of taxi trips in New York City. The paper presents a comprehensive experimental analysis of classic and state-ofthe-art spatial database indexing schemes. The …

Indexing the Pickup and Drop-off Locations of NYC Taxi Trips in PostgreSQL – Lessons from the Road

Two Birds, One Stone - A Fast, yet Lightweight, Indexing Scheme for Modern Database Systems

Hippo in Action: Scalable Indexing of a Billion New York City Taxi Trips and Beyond

The paper demonstrates Hippo a lightweight database indexing scheme that significantly reduces the storage and maintenance overhead without compromising much on the query execution performance. Hippo stores disk page ranges instead of tuple pointers …

GeoSparkViz

GeoSparkViz is a large-scale geospatial map visualization framework. GeoSparkViz extends Apache Spark to provide native support for general cartographic design.