AWS Machine Learning Blog
Category: HAQM Managed Grafana
Open source observability for AWS Inferentia nodes within HAQM EKS clusters
This post walks you through the Open Source Observability pattern for AWS Inferentia, which shows you how to monitor the performance of ML chips, used in an HAQM Elastic Kubernetes Service (HAQM EKS) cluster, with data plane nodes based on HAQM Elastic Compute Cloud (HAQM EC2) instances of type Inf1 and Inf2.
Generate actionable insights for predictive maintenance management with HAQM Monitron and HAQM Kinesis
Reliability managers and technicians in industrial environments such as manufacturing production lines, warehouses, and industrial plants are keen to improve equipment health and uptime to maximize product output and quality. Machine and process failures are often addressed by reactive activity after incidents happen or by costly preventive maintenance, where you run the risk of over-maintaining […]
AWS Cloud technology for near-real-time cardiac anomaly detection using data from wearable devices
Cardiovascular diseases (CVDs) are the number one cause of death globally: more people die each year from CVDs than from any other cause. The COVID-19 pandemic made organizations change healthcare delivery to reduce staff contact with sick people and the overall pressure on the healthcare system. This technology enables organizations to deliver telehealth solutions, which […]