Region templates: Data representation and management for high-throughput image analysis
Region templates (RT) data management abstraction and runtime system is introduced. It provides a container for data structures used by spatiotemporal applications. RT supports execution on machines with CPUGPU and unified data access interface. Different data I/O implementations targeting multiple memory levels are provided. Example application attains high processing rates and good scalability with RT.
image analysis gpgpu storage and i/o heterogeneous environments microscopy imaging