Distributed Databases

Coincident Data Discovery Engine: A Portal for Global-Scale Cross-Platform Satellite Data Search

Coincident satellite data refer to remote sensing observations fromdifferent platforms that capture the same geographic location withina short temporal window. Such data enable multi-modal and multi-view analysis—particularly for dynamic systems like …

CptS 223 Advanced Data Structures (Java)

Instructor, Undergraduate level, Computer Science, Washington State University

CptS 415 Big data

Instructor, Senior undergraduate level, Computer Science, Washington State University

CptS 223 Advanced Data Structures (C/C++)

Instructor, Undergraduate level, Computer Science, Washington State University

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 …

CptS 415 Big data

Instructor, Senior undergraduate level, Computer Science, Washington State University

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 …

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 …