1. Load Balancing intermediate

    A live-learning platform expects a synchronised audience for a single scheduled class. How should video delivery, interactive features, enrolment and notifications be architected differently from each other?

    2 min answer unacademylive-videocdnfan-out
  2. Load Balancing intermediate Multiple choice

    A mobility platform must route API traffic, long-lived driver location streams and internal service calls. Which load-balancing layer suits each, and what breaks if one choice is applied uniformly?

    2 min answer load-balancinglayer4layer7websockets
  3. Load Balancing beginner

    A ticket drop at 10:00 takes a site from 200 requests per second to 25000 in under 30 seconds. The application fleet was pre-scaled the night before and sits at 4% CPU. For the first two minutes clients get connection timeouts and 503s that never reach a backend. What happens second by second and what stops it?

    3 min answer cloud-load-balancingpeak-event-readinessdnspre-warming
  4. Load Balancing intermediate

    At 11:40 autoscaling adds 20 instances to a 40-instance fleet as request rate doubles. By 11:43 p99 has gone from 300 ms to 7 s with a 4% error rate while average CPU across the fleet is 35%. By 11:55 nothing has been changed and p99 is back to 320 ms. What failed and which configuration decision made it possible?

    2 min answer cloud-load-balancingautoscalingslow-starttail-latency
  5. Load Balancing intermediate

    Every deployment produces a small spike of 502s that the team has learned to ignore. Fix it.

    2 min answer drainingdeploymentgraceful-shutdown