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Vipul Kumar
Vipul Kumar

Posted on • Originally published at knowledge-bytes.com

Types of Load Balancing Algorithms

🔄 Load Balancing Algorithm — A load balancing algorithm is a set of predefined rules used by a load balancer to distribute network traffic between servers, ensuring no single server becomes overloaded.

📊 Dynamic Algorithms — These algorithms consider the current state of each server to distribute traffic efficiently. Examples include Least Connection, Weighted Least Connection, Weighted Response Time, and Resource-Based algorithms.

⚖️ Static Algorithms — These algorithms distribute traffic without considering the current server state. Examples include Round Robin, Weighted Round Robin, and IP Hash.

🔍 Least Connection — This dynamic algorithm routes traffic to servers with the fewest open connections, assuming equal processing power for each connection.

📈 Weighted Round Robin — A static algorithm that assigns different weights to servers, allowing those with higher capacity to handle more traffic.

Dynamic Load Balancing

🔄 Least Connection — This algorithm directs traffic to servers with the fewest active connections, optimizing for equal processing power across connections.

⚖️ Weighted Least Connection — Similar to Least Connection, but allows for assigning different weights to servers based on their capacity to handle connections.

⏱️ Weighted Response Time — Combines server response time and open connections to determine the best server for routing traffic, ensuring faster user service.

🖥️ Resource-Based — Utilizes an agent on each server to measure available CPU and memory, distributing load based on current resource availability.

Static Load Balancing

🔄 Round Robin — Distributes traffic evenly across servers in a sequential manner, often using DNS to rotate through server IPs.

⚖️ Weighted Round Robin — Enhances Round Robin by assigning weights to servers, allowing those with greater capacity to receive more traffic.

🔢 IP Hash — Uses a hash function on the source and destination IP addresses to consistently route traffic to the same server, ensuring session persistence.

Cloudflare Load Balancing

🌐 Global Server Load Balancing — Cloudflare uses health checks to direct traffic to healthy servers, optimizing for regional traffic handling to reduce latency.

🔍 Health Checks — Regularly monitors server health to ensure traffic is routed to operational servers, preventing downtime.

📍 Regional Traffic Handling — Customizes traffic routing based on geographic location, minimizing travel distance and improving speed.

🔄 Load Balancing as a Service (LBaaS) — Offers scalable load balancing solutions that integrate with existing infrastructure, enhancing performance and reliability.

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