Does AWS natively support weighted load balancing?
From what I see, ELB does only support round-robin load balancing (without any configurable weights). I have not found reliable documentation on it, though.
The easiest thing that I can think of is to put a load balancer like Nginx in front of it, for example:
upstream backend {
server backend1.example.com weight=1;
server backend2.example.com weight=2;
server backend3.example.com weight=4;
}
Here, out of seven requests, one will go to backend1, two to backend2, and four to backend4.
It will work, but it also means you have to setup a server with Nginx just for that. If AWS would directly support weighted load balancing that would be far easier to setup.
UPDATE: This answer might be outdated. See @DanielC's answer for more recent information.
The How Elastic Load Balancing Works documentation page states:
With a Classic Load Balancer, the load balancer node that receives the request selects a registered instance using the round robin routing algorithm for TCP listeners and the least outstanding requests routing algorithm for HTTP and HTTPS listeners.
With an Application Load Balancer, the load balancer node that receives the request evaluates the listener rules in priority order to determine which rule to apply, and then selects a target from the target group for the rule action using the round robin routing algorithm. Routing is performed independently for each target group, even when a target is registered with multiple target groups.
The Elastic Load balancing service does not support weighted round-robin (where you specify the weights).
You could use Amazon Route 53 with a Weighted Routing Policy. From the Choosing a Routing Policy documentation page:
Use the weighted routing policy when you have multiple resources that perform the same function (for example, web servers that serve the same website) and you want Amazon Route 53 to route traffic to those resources in proportions that you specify (for example, one quarter to one server and three quarters to the other).