Vertex AI is Google’s platform offering AI and machine learning computing as a service—enabling users to train and deploy machine learning (ML) models and AI applications in the cloud. In June 2023, Google added generative AI support to Vertex AI, so users can test, tune, and deploy Google’s large language models (LLMs) for use in their applications.
The complexity of microservice architectures can make it hard to determine where an application’s dependencies begin and end and who manages which ones. This can pose a variety of challenges both in the course of day-to-day operations and during incidents. Lacking a clear picture of the ownership and interplay of your services can impede accountability and cause application development, incident investigations, and onboarding processes to become prolonged and haphazard.
AWS Systems Manager (SSM), an end-to-end management solution for AWS resources, provides a marketplace of pre-packaged software scripts for SSM-managed Windows and Linux instances, enabling AWS users to automatically install custom software on large groups of instances.
