The latest News and Information on Cloud monitoring, security and related technologies.
At Lumigo, we see ourselves as your reliable ally in the noble mission of detecting and vanquishing troublesome issues that lurk within your serverless and container applications. Our secret sauce? Equipping you with a wealth of detailed trace data, ensuring you’re always well-lit and ready for battle when the nefarious ‘bugs’ make their unsolicited appearances.
That’s great news—your business is growing, and opportunities abound. It also means you will have to align the acquired company’s IT infrastructure with your own. What this looks like will vary depending on the specifics of any given merger. In some cases, where the acquired entity will continue to operate independently, you may simply look for opportunities to optimize and create economies of scale.
Many organizations manage a hybrid infrastructure spread over on-premise and multiple public cloud platforms such as AWS, Azure and Google for specific business applications. The hybrid cloud approach has advantages but adds more complexity for IT teams responsible for keeping IT systems safe and secure. The monitoring tools system administrators use for on-premise infrastructure are often unsuitable for monitoring public cloud platforms.
There are many benefits of incorporating CI/CD into your ML pipeline, such as automating the deployment of ML models to production at scale. The focus of this article is to illustrate how to integrate AWS SageMaker model training and deployment into CircleCI CI/CD pipelines. The structure of this project is a monorepo containing multiple models. The monorepo approach has advantages over the polyrepo approach, including simplified dependency versioning and security vulnerability management.
Serverless computing, also known as Functions as a Service (FaaS), has taken the world of cloud computing by storm. A game-changer in its own right, serverless computing has completely transformed the way developers approach and design their applications by abstracting the underlying infrastructure layer. But what makes it a powerful paradigm shift?
