data visualization

GeoSparkViz: A Cluster Computing System for Visualizing Massive-Scale Geospatial Data

In the last decade, geospatial data which is extracted from GPS traces and satellites image has become ubiquitous. GeoVisual analytics, abbr. GeoViz, is the science of analytical reasoning assisted by geospatial map interfaces. GeoViz involves two …

Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards

In this paper, we demonstrate Tabula, a middleware that sits between the data system and the geospatial visualization dashboard to increase user interactivity. The proposed system adopts a sampling cube approach that stores prematerialized spatial …

Tabula

Tabula is a middleware that runs on top of a SQL data system with the purpose of increasing the interactivity of geospatial visualization dashboards.

Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach

—In this paper, we present a middleware framework that runs on top of a SQL data system with the purpose of increasing the interactivity of geospatial visualization dashboards. The proposed system adopts a sampling cube approach that stores …

Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube Approach

Systems and Methods for an End-To-End Visual Analytics System for Massive-Scale Geospatial Data

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GeoSparkViz in Action: A Data System with built-in support for Geospatial Visualization

Visualizing data on maps is deemed a powerful tool for data scientists to make sense of geospatial data. The geospatial map visualization (abbr. MapViz) process first loads the designated geospatial data, processes the data and then applies the map …

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 …

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.