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Load Balancing and Traffic Management

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Load Balancer Layers and Algorithms

1. What is the difference between Layer 4 and Layer 7 load balancing?

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2. How do you choose between round robin, least connections, weighted routing, and hashing?

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3. Why can traffic remain uneven even when many healthy backends are available?

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Health, Failover, and Connection Lifecycle

4. How should load balancer health checks be designed?

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5. What happens during failover, and how do you avoid flapping and cascading failure?

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6. How do you remove or deploy a backend without dropping active traffic?

Mid-levelPaid Question

Affinity, Proxies, and Service Discovery

7. When should you use sticky sessions, and why is stateless routing usually preferred?

Mid-levelPaid Question

8. How do a reverse proxy, load balancer, API gateway, and service mesh differ?

SeniorPaid Question

9. How do client-side and server-side service discovery differ?

Mid-levelPaid Question

Global Routing, Scaling, and Releases

10. How do connection pooling, HTTP/2, and long-lived connections affect load balancing?

Mid-levelPaid Question

11. How should global traffic be routed across regions?

Mid-levelPaid Question

12. How should load balancing and autoscaling work together?

Mid-levelPaid Question

13. How do weighted routing, canary releases, and blue-green deployments work?

Mid-levelPaid Question

Overload Protection and Diagnosis

14. How should a load balancer protect backends during overload?

Mid-levelPaid Question

15. How would you diagnose high latency or errors behind a load balancer?

SeniorPaid Question

Load Balancing Essentials

16. What problem does a load balancer solve?

JuniorPaid Question

17. What is a backend pool?

JuniorPaid Question

18. How can DNS distribute traffic?

JuniorPaid Question

19. What is the difference between readiness and liveness for traffic routing?

JuniorPaid Question

20. What is TLS termination at a load balancer?

JuniorPaid Question

21. What is connection draining?

JuniorPaid Question

22. Why should load-balanced backends be stateless when possible?

JuniorPaid Question

Traffic Control in Production

23. How can consistent hashing improve load-balancer affinity?

Mid-levelPaid Question

24. Where should retries happen in a proxy chain?

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25. How should forwarded client information be handled?

Mid-levelPaid Question

26. What is slow start for a new backend?

Mid-levelPaid Question

Resilient Traffic Architecture

27. How would you design a multi-tier load-balancing topology?

SeniorPaid Question

28. How should the traffic edge handle DDoS and abusive traffic?

SeniorPaid Question

29. What is adaptive load balancing?

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30. How do you preserve capacity during a zone failure?

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