Emc IP Holding Company LLC

Sekar Ponnayan

Shibi Panikkar

Pratheek Veluswamy

A machine learning (ML) module that intelligently stores data in an online backup system based on the criticality of a business process. For a critical business process, all pre- and post-operation data are stored in the backup. For a non-critical business process, the ML module does not collect all data, but collects that data which deviates from a pre-defined target data pattern. Such deviating data is stored for a given time period and then discarded if no recovery request is received for it within the time period. Subsequent receipt of similar type of data may trigger the ML module to not store it. Thus, online backup storage is maintained at a manageable size without any loss of data for a critical business process. During data recovery, data is retrieved from the online backup with referential integrity to restore the original database without downtime to give a truly online recovery experience.

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Bengaluru, India

Sekar Ponnayan