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Technical Brief: Avesha Gen AI Smart Scaler Inferencing End Point (Smart Scaler IEP)

Avesha’s Gen AI Smart Scaler is a next-generation Horizontal Pod Autoscaler (HPA) replacement that uses AI-driven predictive scaling to optimize pod readiness specifically for AI inferencing workloads. Unlike traditional reactive scaling, Smart Scaler anticipates demand patterns and scales pods proactively, dramatically improving throughput and reducing latency.

Author(s):

Bruce Lampert

Bruce Lampert