A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data
Summary: HadoopViz: an extensible MapReduce-based system for visualizing big spatial data, demonstrated with scatter plots, road networks, and heat maps. Features a five-function visualization interface and a three-phase pipeline (partition, rasterize, merge) to produce giga-pixel, zoomable images. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Ahmed Eldawy (University of Minnesota)
- 2. Mohamed F. Mokbel (University of Minnesota)
- 3. Christopher Jonathan (University of Minnesota)
BibTeX Citation
@article{eldawy_vldb15,
title = {{A Demonstration of HadoopViz: An Extensible MapReduce System for Visualizing Big Spatial Data}},
author = {Eldawy, Ahmed and Mokbel, Mohamed F. and Jonathan, Christopher},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
pages = {1896},
doi = {10.14778/2824032.2824095},
url = {https://doi.org/10.14778/2824032.2824095},
year = {2015}
}
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,056 | The Case for Data Visualization Management Systems | 2014 | VLDB | 6.3823595e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,265 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD |
| 2 | 6,147 | HadoopDB in Action: Building Real World Applications | 2010 | SIGMOD |
| 3 | 4,148 | Spatial Partitioning Techniques in SpatialHadoop | 2015 | VLDB |
| 4 | 11,844 | Interactive Visualization for Big Spatial Data | 2019 | SIGMOD |
| 5 | 9,263 | MapReduce Algorithms for Big Data Analysis | 2012 | VLDB |
| 6 | 9,510 | Efficient Big Data Processing in Hadoop MapReduce | 2012 | VLDB |
| 7 | 11,332 | High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now | 2024 | VLDB |
| 8 | 5,902 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB |
| 9 | 1,067 | Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce | 2013 | VLDB |
| 10 | 2,794 | A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data | 2013 | VLDB |