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Home » Glossary » Load balancing

Load balancing

Definition

Load balancing: how traffic gets shared across servers

Load balancing distributes incoming network traffic across a group of backend servers so no single machine gets overwhelmed. It keeps websites, apps, and APIs responsive during traffic spikes and hides server failures from the user. A well-tuned load balancer is the difference between a site that stays up and one that buckles at 10 a.m.

Every modern web property with more than one server runs some form of load balancing behind it. The technique is old, dating to the mid-1990s, but the shift to cloud, containers, and microservices has made it central to how the internet actually works day to day.

Businesses that outsource IT operations lean on load balancing to guarantee uptime for global customers. A team in Manila or Krakow can spin up capacity in one region while another region drains, all without the end user noticing a thing.

Key takeaways

  • Load balancing routes user requests across multiple servers to prevent overload and downtime.
  • Common algorithms include round-robin, least-connections, IP-hash, and weighted routing.
  • Hardware, software, and cloud-native balancers each fit different budgets and workloads.
  • Outsourced IT teams manage load balancers as part of standard uptime and scaling contracts.

How it works

A load balancer sits between the public internet and a pool of backend servers. When a user request arrives, the balancer picks a healthy server using a preset rule and forwards the request. The user sees a single address; the work is quietly spread across many machines.

Health checks run continuously. If a server stops responding, the balancer removes it from rotation within seconds and reroutes traffic to the survivors. When the server recovers, it rejoins the pool automatically.

The routing rule — the algorithm — is where most tuning happens. The four workhorses look like this:

AlgorithmHow it decidesBest for
Round-robinCycles requests evenly, one server after anotherServers with roughly equal power and short sessions
Least-connectionsSends the next request to whichever server has the fewest active connectionsLong-lived sessions, chat apps, streaming
IP-hashHashes the client IP so a user sticks to the same serverSession affinity without shared state
WeightedAssigns a numeric weight so beefier servers get more trafficMixed hardware pools during a phased upgrade

Modern balancers combine these with SSL termination, caching, rate limiting, and DDoS mitigation. AWS, according to its Elastic Load Balancing documentation, routes traffic across Availability Zones and auto-scales the balancer itself as demand climbs.

Load balancing - a cloud engineer reviewing AWS Elastic Load Balancing health-check dashboards across Availability Zones
How does load balancing work?

Examples

Netflix runs one of the most-cited load-balancing stacks in the world. Its open-source tool Zuul fronts billions of daily API calls, routing them across thousands of instances in AWS regions. When one zone hiccups, Zuul drains it in under a minute.

Shopify handled US$11.5 billion in Black Friday–Cyber Monday sales in 2023 by pushing traffic through a multi-region NGINX and Envoy-based balancing tier. Merchants saw no store downtime despite peaks of more than 76 million requests per minute.

Load balancing - a Shopify site reliability engineer monitoring Black Friday traffic distribution across NGINX and Envoy
Which platforms rely on load balancing at scale?

Cloudflare, according to its 2024 traffic report, blocks or balances an average of 209 billion cyber threats and requests every day across 330-plus cities. Its balancer decides in real time whether a request goes to origin, cache, or a scrubbing center.

Government sites lean on it too. The UK’s HMRC tax portal used load balancing during the January 2024 self-assessment deadline to process 861,000 returns in the final 24 hours without visible slowdowns.

Outsourced IT providers in the Philippines and India routinely manage balancers of this scale for Western clients. A managed services team handling a fintech’s business process outsourcing contract will typically own the balancer config, the failover runbook, and the on-call rotation.

Three broad flavors exist in the market today: hardware appliances from F5 or Citrix, software-based load balancing like HAProxy and NGINX, and cloud-native services such as AWS ELB, Google Cloud Load Balancing, and Azure Load Balancer. Hardware still rules in banking and telco; software and cloud own everything else.

Related terms

  • Cloud computing: the on-demand delivery of compute and storage that load balancers now sit inside.
  • Data center: the physical facility where balancers and their backend servers live.
  • Scalability: the property load balancing is designed to unlock, letting a service grow without a rewrite.
  • Uptime: the availability metric that load balancers exist to protect, typically measured in nines.
  • IT support: the operational function that monitors and tunes balancers day to day.
  • Knowledge process outsourcing: where deeper network engineering work often sits when it moves offshore.
  • Outsourcing: the broader contracting model under which most managed balancer work lives.

Monitoring these balancers usually runs over Simple Network Management Protocol, the decades-old standard that still ships health data from network devices to dashboards.

FAQ

What is load balancing in simple terms?

Load balancing splits web and app traffic across several servers so no one server gets crushed. If one machine slows or dies, the balancer sends the next visitor to a healthy one, so the site keeps working.

What is the difference between hardware and software load balancing?

Hardware load balancers are physical appliances built for high-throughput networks. Software load balancers run on standard servers or in the cloud, cost less, and scale by adding instances — which is why most new deployments choose them.

Which load balancing algorithm should I use?

Round-robin fits equally sized servers with short sessions. Least-connections wins for long, chatty sessions. IP-hash suits legacy apps needing session stickiness. Weighted is best while mixing old and new hardware.

Does load balancing improve security?

Yes, indirectly. Modern balancers terminate SSL, absorb DDoS floods, enforce rate limits, and hide backend server IPs — layers Cloudflare and AWS both bundle into their load balancer products by default.

Can outsourced IT teams manage load balancing?

Absolutely. Offshore IT providers routinely own the full balancer lifecycle (design, deploy, tune, monitor, failover drills) for clients across e-commerce, fintech, and SaaS. It is one of the most common items in a managed services contract.

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