Round Robin
Round Robin sends each request to the next server in order. It looks tidy when servers are similar, but weaker servers can fall behind under pressure.
Interactive Systems Explainers
Experiment with routing choices and watch how traffic spreads, queues grow, and overloaded servers recover.
Key Observations
Round Robin sends each request to the next server in order. It looks tidy when servers are similar, but weaker servers can fall behind under pressure.
Random routing scatters requests without looking at server load. Watch for uneven clusters and sudden local congestion.
Least Connections favors servers with less active and queued work. During spikes, it tends to spread stress and recover more smoothly.
Weighted balancing gives stronger servers more traffic. The weak server receives fewer particles, so its queue usually grows more slowly.
Stacked particles are waiting requests. When arrivals outpace processing, the stack grows and the server starts glowing hotter.
Red glow, jitter, and slower motion mean the system is stressed. Congestion can push backward toward the load balancer.
Interactive Systems Explainers
See why latency suddenly explodes when work piles up.
See how retries can amplify overload and collapse a system.
See how fast failure isolates unstable services and allows recovery.
Add workers automatically when the queue grows, then watch the system catch up.
Watch synchronized cache misses overload a database, then tame them with protection.