One of the first steps to test and debug your data model is to validate it using a tool or a script that checks for errors, inconsistencies, and violations of the data modeling rules and conventions.

A data flow diagram is a graphical representation of ... rectangles for external entities, and two parallel lines for data stores. Each element should be labeled with a verb, noun-verb phrase ...

Optimal Sharded Data Parallel (OSDP), an automated parallel training system that combines the advantages from both data and model parallelism, which has a number of advanced characteristics: ...

This combination is enabled by a new computational model we call differential dataflow, in which incremental computation can be performed using a partial, rather than total, order on time. Naiad ...

Abstract: Cloud computing offers the possibility to store and process massive amounts of remotely sensed hyperspectral data in a distributed way ... and is developed based on the map-reduce parallel ...