Sudden Traffic Surges During Exams & Enrollments
LMS platforms experience sharp, time-bound spikes during exams, admissions, and live sessions. Traditional scaling models often fail to respond instantly, leading to latency, crashes, or degraded user experience at peak demand.
Business Impact
Downtime or slow performance during critical academic events directly impacts student outcomes, institutional trust, and contract renewals.

