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Scalability for Millions of Concurrent Mobile Users Questions

Designing systems supporting millions of concurrent mobile users. Push notification infrastructure: real-time delivery to millions, handling scale. Real-time features: WebSockets, Server-Sent Events, optimized for mobile. Data consistency at scale: handling eventual consistency, conflict resolution. CDN strategies for mobile content delivery. Analytics and telemetry collection from millions of clients. Monitoring and observability for mobile apps at scale.

EasyTechnical
59 practiced
Explain why stateless service design helps scale mobile backends. Describe the role of load balancers, autoscaling groups, health checks, and one example of a stateful component (e.g., WebSocket server) you would isolate and how you'd manage it.
HardSystem Design
54 practiced
Architect an end-to-end real-time messaging system (including typing indicators and presence) for 50 million concurrent mobile users with sustained 100k messages/sec. Specify edge/design components, connection management, message routing and ordering guarantees, fan-out strategies for group messages, multi-region replication, durability, backpressure plans, and monitoring requirements.
MediumTechnical
66 practiced
Implement a client-side deduplicating event queue in Kotlin. Requirements:- class DedupQueue(maxSize: Int)- Event has fields { id: String, payload: String, priority: Int }- enqueue(event): Boolean adds or updates existing event id; returns false if dropped.- drain(maxBatch): List<Event> returns up to maxBatch events preserving insertion order of unique ids.- Thread-safe and O(1) dedupe operations.Provide the Kotlin class skeleton and key methods.
HardTechnical
64 practiced
You're the on-call lead for a mobile real-time backend that generated thousands of alerts after a faulty deploy. Describe how you'd triage and prioritize alerts, stabilize the system, coordinate the on-call team and stakeholders, run a blameless postmortem, and implement process/automation changes to avoid repeated incidents.
MediumSystem Design
57 practiced
Design a push notification delivery system capable of handling bursts of up to 1,000,000 notifications per second targeting 10,000,000 active devices across multiple regions. Specify components (ingest, queueing, sharding, provider-specific pools for APNs/FCM), token management, batching, retry/backpressure, prioritization, monitoring, and latency guarantees for high-priority messages (target P95 <= 2s).

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