seniorLoad Balancing
Zero-Downtime LB Upgrades and Maintenance.
Updated Apr 28, 2026
Short answer
Senior load balancing is about distributed systems architecture. It's not just about 'splitting traffic'; it's about global availability, extreme low-latency, and multi-layered security.
Deep explanation
Modern senior architects favor 'Cloud Native' patterns. We look at Anycast for global entry points, followed by L4 Maglev-style hashing for packet distribution, and L7 Envoy-based sidecars for fine-grained service mesh control. We utilize eBPF to bypass the traditional Linux networking stack (iptables) to achieve millions of packets per second on commodity hardware.
Real-world example
A global video streaming service using GSLB to route users to the nearest CDN node, with Anycast handling the initial IP reachability.
Common mistakes
- Over-engineering a simple internal service with a complex service mesh when a basic Round-Robin LB would suffice.
Follow-up questions
- What is the 'Double Proxy' problem?
- How does ECMP work with Anycast?