A Scalable Computing Resources System for Remote Sensing Big Data Processing Using GeoPySpark Based on Spark on K8s.
Jifu GuoChunlin HuangJinliang HouPublished in: Remote. Sens. (2022)
Keyphrases
- remote sensing
- big data
- computing resources
- cloud computing
- data intensive computing
- data intensive
- data grids
- change detection
- grid computing
- data processing
- remote sensing images
- commodity hardware
- multispectral
- remote sensing imagery
- data management
- satellite images
- image analysis
- image processing
- hyperspectral
- distributed computing
- high resolution
- computing technologies
- remote sensing data
- resource management
- data center
- automatic image registration
- big data analytics
- databases
- land cover
- geospatial data
- social media
- limited resources
- satellite data
- earth observation
- data analysis
- pattern recognition
- knowledge discovery
- business intelligence
- data access
- artificial intelligence