Big Data

Dissecting GeoSparkSim: A Scalable Microscopic Road Network Traffic Simulator in Apache Spark

Researchers and practitioners have widely studied road network traffic data in different areas such as urban planning, traffic prediction and spatial-temporal databases. For instance, researchers use such data to evaluate the impact of road network …

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

Big Geospatial Data Processing Made Easy: A Working Guide to GeoSpark

Spatial Data Wrangling with GeoSpark - A Step by Step Tutorial

This tutorial is expected to deliver a comprehensive study and hands-on tutorial of how GeoSpark incorporates Spark to uphold massive-scale spatial data. We also want this tutorial to serve as an introductory course that teaches the audience the …

Spatial Data Wrangling With GeoSpark - A Step-by-Step Tutorial

GeoSpark and Geospatial Data Management in Apache Spark

CSE 511 Data Processing at Scale

Instructor, Graduate level, Computer Science, Arizona State University