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Mention various ways or types we can do load balancing to distribute incoming traffics, any pros/cons against each
   

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Algorithms behind load balancing

6 Must Know Load Balancing Algorithms.

Static Algorithms

- Round Robin

- Sticky Round Robin

- Hash

- Weighted Round Robin

Dynamic Algorithms

- Least Connections

- Least Response Time

Let’s look at each algorithm in a little more detail:

✅ Round Robin

- Requests are distributed sequentially across a group of servers.

- No guarantee that multiple requests from a user will reach the same instance.

✅ Sticky Round Robin

- A better alternative to round-robin

- Different requests from the same user go to the same instance

✅ Hash-Based

- The algorithm distributes requests based on the hash of a key value.

- The key can be the IP address or the URL of the request

✅ Weighted Round Robin

- Each server gets a weight value.

- This value determines the proportion of traffic.

- Servers with higher weight receive more traffic. Good for setups having servers at different capacity levels

✅ Least Connections

- A new request is sent to the server instance with the least number of connections.

- The number of connections is determined based on the relative compute capacity of a server

✅ Least Response Time

- A new request is sent to the server with the lowest response time in order to minimize the overall response time.

- Good for cases where response time is critical.

So - which load-balancing algorithms have you used?

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