Containers
Tag: ML on Containers
How Vannevar Labs cut ML inference costs by 45% using Ray on Amazon EKS
This blog is authored by Colin Putney (ML Engineer at Vannevar Labs), Shivam Dubey (Specialist SA Containers at AWS), Apoorva Kulkarni (Sr.Specialist SA, Containers at AWS), and Rama Ponnuswami (Principal Container Specialist at AWS). Vannevar Labs is a defense tech startup, successfully cut machine learning (ML) inference costs by 45% using Ray and Karpenter on Amazon Elastic Kubernetes Service (Amazon EKS). […]
How Quora modernized MLOps on Amazon EKS to improve customer experience with scalable ML applications
This blog post was co-written by Lida Li of Quora Introduction Quora is a leading Q&A platform with a mission to share and grow the world’s knowledge, serving hundreds of millions of users worldwide every month. Quora uses machine learning (ML) to generate a custom feed of questions, answers, and content recommendations based on each […]
Actuate uses AWS Fargate for ML-based, real-time video monitoring and threat detection
This post was written in collaboration with Scott Underwood, Jacob Weiss, Tatiana Hanazaki, and Mark Berbera from Actuate AI. The goal at Actuate AI is to leverage technology to make the world a safer place. Our team at Actuate AI aims to do that by using cutting-edge computer vision to reduce the response time of […]