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The Case for RL-based Load Balancing
Avesha’s automated RL-based Load Balancing (LB) optimizes performance and minimizes footprint, preventing overloading and low latency of servers. The Avesha automated LB solution assigns requests to servers of corresponding length, and optimizes utilization of servers with differing capacity limits. The RL-based LB automatically reacts to changes in server and network state, and takes actions to prevent high latency.