Exabeam, Inc.

Dinesh Maheshwari

Venkateswara Rao Vykunta

The present disclosure describes a system, method, and computer program for predictive autoscaling for faster searches of event logs in a cybersecurity system. In one embodiment, the system receives search-related signals from a plurality of signal sources. The signals are indicative of: (1) a user's intent to perform a search for event logs in a cybersecurity database, (2) how computationally intensive the potential search is likely to be, and (3) the currently available computational resources. The signals are evaluated, and an autoscale prediction score is calculated. The autoscale prediction score reflects the likelihood of a user to submit search, the computational resources required for the potential search, and the currently available computational resources. The system scales computational resources in accordance with the autoscale prediction score. These steps are performed before any search is submitted by the user in a search user interface.

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San Ramon, CA, United States of America

Dinesh Maheshwari