AI Use Case

Real time high volume data management

Even with advances in computing power there will come a moment when too much data has been gathered to be economically stored - for example during high spec science experiments. At that stage, in real time, machine learning can be used to help decide which data should be stored for analysis and which deleted.

Function

R And D

Core Research And Development

Benefits

Data - Data cleansing,Cost - Reduced inventory costs,Operational - Simplification

Case Studies

CERN~Particle physicists carry out complex analyses on the 1 million gigabytes of data produced per second during experiments using machine learning.,Facebook~Facebook reduces time needed to support new queries to its internal reactive cache by using machine learning from weeks to minutes

Potential Vendors

Industry

Public And Social Sector

Education And Academia

Data Sets

AI Technologies

Machine Learning (ML),ML Task - Grouping - Clustering,ML Task - Grouping - Dimensionality Reduction,ML Task - Grouping - Anomaly Detection