AWS Architecture Blog

Shibu Nair

Author: Shibu Nair

Shibu Nair is an Principal Solutions Architect helping customers in their cloud transformation, AI/ML, Data Analytics and Industry 4.0 transformation. He is a technical leader, advising executives and engineers on cloud strategies designed to innovate using data-driven methodology and artificial intelligence/machine learning (AI/ML).

ML-based telemetry analytics solution architecture

Boosting Resiliency with an ML-based Telemetry Analytics Architecture

Data proliferation has become a norm and as organizations become more data driven, automating data pipelines that enable data ingestion, curation, and processing is vital. Since many organizations have thousands of time-bound, automated, complex pipelines, monitoring their telemetry information is critical. Keeping track of telemetry data helps businesses monitor and recover their pipelines faster which results […]