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Project : Reinforcement Learning Based Auto Load Balancing + Auto Scaling Aim: To Build an Reinforcement Learning Operated / Optimised Application Load Balancer and Auto Scaler similar to what AWS implements (for EC2 Instances). At a later stage we would also like to build the traditional load balancing algorithm based models - Consistent Hashin…

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Pranavpathare/RL_Load_Balancer

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RL_Load_Balancer

Project : Reinforcement Learning Based Auto Load Balancing + Auto Scaling
Reinforcement Learning Operated / Optimised Application Load Balancer and Auto Scaler similar to what AWS implements (for EC2 Instances).
At a later stage we would also like to build the traditional load balancing algorithm based models - Consistent Hashing, Round Robin, Least connections, Least Response time and have a comparison (Graph Based).

Build a GUI based implementation on a webpage hosted on an EC2 instance.

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Project : Reinforcement Learning Based Auto Load Balancing + Auto Scaling Aim: To Build an Reinforcement Learning Operated / Optimised Application Load Balancer and Auto Scaler similar to what AWS implements (for EC2 Instances). At a later stage we would also like to build the traditional load balancing algorithm based models - Consistent Hashin…

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