Migrating to Serverless and making it work post-transition
In this article, we’ll be taking you through the steps and what to bear in mind in each stage of migrating to serverless – from preparation to migration and post-transition.
In this article, we’ll be taking you through the steps and what to bear in mind in each stage of migrating to serverless – from preparation to migration and post-transition.
This is a basic introduction to Lambda triggers that uses DynamoDB as an event source example. We talk a lot about the more advanced level of Lambda triggers in our popular two-part series: Complete Guide to Lambda Triggers. If you want to learn more, read part one and part two. We’re going back to the basics this time because skipping some steps when learning something new might get you confused. It tends to get annoying, or it can even make you frustrated. Why?
Useful AWS hacks and tricks that will save you time and money. If you work a lot with AWS, you probably realized that literally, everything on AWS is an API call; hence everything can be automated. This article will discuss several tricks that will save you time when performing everyday tasks in the AWS cloud. Make sure to read till the end. The most interesting one is listed at the very end 😉
TL;DR: KFServing is a novel cloud-native multi-framework model serving tool for serverless inference. KFServing was born as part of the Kubeflow project, a joint effort between AI/ML industry leaders to standardize machine learning operations on top of Kubernetes. It aims at solving the difficulties of model deployment to production through the “model as data” approach, i.e. providing an API for inference requests.
Let’s start with what you should monitor in Lambda functions. In general, there are two areas – user experience and the cost of the system. User experience usually comes down to availability, latency, and feature set of a service, while the cost of operating a service is important to ensure the profitability of the business.
Stackery can be used to create a new CloudFormation template or to quickly visualize an existing one. Code is automatically generated as you simply drag-and-drop resources on a graphical grid. The experience is much more intuitive than previous generation tools like AWS CloudFormation Designer. Stackery visualizes resources the way a human would perceive them, grouping related resources together.
If you’re worried that switching to serverless infrastructure is too expensive for your business, you’re not alone. Total spending on cloud services will top $284 billion by 2024. The good news is there are many ways to track and lower your serverless operation costs without slowing down your business. Lambda and how can it help your business? Find out more by reading these Lambda frequently asked questions.