1. Autoscaling advanced

    A live-streaming platform expects viewer count to increase tenfold within minutes when a major event begins. Its services autoscale on CPU. Predict what happens and what the design should be instead.

    2 min answer autoscalingpre-scalinglive-eventstwitch
  2. Autoscaling advanced

    A service autoscales on CPU. During incidents it never scales out, even as latency triples. Why, and what would you scale on instead?

    2 min answer autoscalingmetricssaturation
  3. Autoscaling advanced

    A traffic ramp after a quiet period saturates a managed network component that scales automatically but not fast enough. Degradation cascades. Analyse.

    2 min answer slackscalingmanaged-servicesramp
  4. Autoscaling advanced

    A workload has extreme bursts lasting a few minutes, triggered by scheduled real-world events. Should the architecture use autoscaling, pre-provisioned capacity, queues, caching, admission control, serverless, or a combination?

    2 min answer dream11burstautoscalingpre-provisioning
  5. Autoscaling advanced

    Your capacity plan relies on autoscaling to handle traffic spikes. Why might that fail exactly when needed?

    2 min answer autoscalingresiliencecapacity
  6. Availability Zones advanced

    A marketplace runs across three availability zones in one region. What actually happens when one zone fails, and which common design choices turn a survivable zone failure into an outage?

    2 min answer availability-zonesfailure-domainscapacityebay
  7. Availability Zones advanced

    One availability zone becomes unavailable. Walk through what happens to a typical three-tier application and what you would have changed.

    2 min answer zonesfailuresingle-points
  8. Availability Zones advanced

    What is cell-based architecture, what does it actually buy, and how do you decide cell size and routing?

    3 min answer awscell-basedblast-radiusisolation
  9. Backup Strategies advanced

    A backup and data-protection platform stores enormous volumes across many customers. What determines whether the architecture is actually a recovery system rather than a storage system?

    2 min answer druvabackuprecoveryrto
  10. Backup Strategies advanced

    A company discovers during an incident that five separate backup and replication mechanisms all failed to produce a usable recovery point. What class of failure is this, and what practice prevents it?

    2 min answer backupsverificationrestore-testinggitlab
  11. Backup Strategies advanced

    A ransomware exercise asks: can you restore the production database to a point before the encryption? What must be true?

    2 min answer backupransomwarerecovery
  12. Backup Strategies advanced

    A team says "backups run nightly and are retained for 30 days". You have one hour to assess whether they could actually recover. What do you check?

    2 min answer backuprecoveryransomwareverification