Architecting Petabyte-Scale Stream Processing Systems for Cybersecurity: A Sharded Data and Compute Processing Strategy for Minimizing Incident Response Time in Real-Time Enterprise Defense

Abstract

The contemporary cybersecurity landscape demands real-time threat detection capabilities that exceedthe performance limitations of traditional batch-processing Security Information and EventManagement systems. Organizations face exponentially growing security event volumes while sophisticated threat actors operate with increasing