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Proxy Load Balancing: Distributing Traffic for Maximum Performance
NewsMachine Learning

Proxy Load Balancing: Distributing Traffic for Maximum Performance

via Dev.to TutorialXavier Fok1d ago

When your operation grows beyond a handful of proxies, you need load balancing. Without it, some proxies get overloaded while others sit idle, leading to poor performance and unnecessary bans. Why Load Balancing Matters Without load balancing: Hot proxies get rate-limited or banned Cold proxies waste money sitting unused Single points of failure take down entire operations Performance degrades unpredictably With proper load balancing: Traffic distributes evenly across your proxy pool No single proxy bears excessive load Failed proxies are automatically bypassed Performance remains consistent at scale Load Balancing Strategies Round Robin The simplest approach — each request goes to the next proxy in sequence. class RoundRobinBalancer : def __init__ ( self , proxies ): self . proxies = proxies self . index = 0 def get_proxy ( self ): proxy = self . proxies [ self . index ] self . index = ( self . index + 1 ) % len ( self . proxies ) return proxy Pros: Simple, even distribution Cons: Doe

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