Big Data & Analytics

Federal organizations continue to set the foundation for effective use of big data analytics to unlock value and discover new services and capabilities to make better decisions more quickly; and enhance their services to citizens.

CMA Technology has over ten years’ experience in delivering data analytic technologies solutions to meet federal organizations’ need to process data with advanced analytics, algorithms and visualizations. Results are achieved with the ability to address the key big data characteristics:

Volume

The quantity of generated and stored data to ingest and process. The volume and size of the data sets determines the value and potential insight, and whether it can be considered big data or not.

Variety

The type, size and nature of the data. This helps people who analyze it to effectively use the resulting insight. Big data draws from text, images, audio, video; plus it completes missing pieces through data fusion.

Velocity

In this context, the speed at which the data is generated and processed to meet the demands and challenges that lie in the path of growth and development. Big data is often available in real-time.

Veracity

The data quality of captured data can vary greatly, affecting the accurate analysis.