AWS Architecture Blog

Ramesh Jetty

Author: Ramesh Jetty

Ramesh is a Solutions Architect supporting enterprise customers with their journey to the cloud. He advises executives and engineers to design and build highly scalable, reliable, and cost effective cloud solutions, especially focused on machine learning, big data and analytics, and container technologies. In his free time he enjoys the great outdoors, biking and hiking with his family.

Figure 1. Architecture for batch inference at scale with Amazon SageMaker

Batch Inference at Scale with Amazon SageMaker

Running machine learning (ML) inference on large datasets is a challenge faced by many companies. There are several approaches and architecture patterns to help you tackle this problem. But no single solution may deliver the desired results for efficiency and cost effectiveness. In this blog post, we will outline a few factors that can help […]