ML Powered Container Management Platform: Revolutionizing Digital Transformation through Containers and Observability
Director of Engineering - ML, Infrastructure, SRE and Observability, AWS Community Builder San Jose, California, United States, Amreth Chandrasehar · Journal of Artificial Intelligence & Cloud Computing · 2022
As companies adopt digital transformation, cloud-native applications become a critical part of their architecture and roadmap. Enterprise applications and tools are developed using cloud native architecture are containerized and are deployed on container orchestration platforms. Containers have revolutionized application deployments to help management, scaling and operations of workloads deployed on container platforms. But a lot of issues are faced by operators of the platforms such as complexity in managing large scale environments, security, networking, storage, observability and cost. This paper will discuss on how to build a container management platform using monitoring data to implement AI and ML models to aid organization digital transformation journey