Book Image

Hands-On Serverless Applications with Go

By : Mohamed Labouardy
Book Image

Hands-On Serverless Applications with Go

By: Mohamed Labouardy

Overview of this book

Serverless architecture is popular in the tech community due to AWS Lambda. Go is simple to learn, straightforward to work with, and easy to read for other developers; and now it's been heralded as a supported language for AWS Lambda. This book is your optimal guide to designing a Go serverless application and deploying it to Lambda. This book starts with a quick introduction to the world of serverless architecture and its benefits, and then delves into AWS Lambda using practical examples. You'll then learn how to design and build a production-ready application in Go using AWS serverless services with zero upfront infrastructure investment. The book will help you learn how to scale up serverless applications and handle distributed serverless systems in production. You will also learn how to log and test your application. Along the way, you'll also discover how to set up a CI/CD pipeline to automate the deployment process of your Lambda functions. Moreover, you'll learn how to troubleshoot and monitor your apps in near real-time with services such as AWS CloudWatch and X-ray. This book will also teach you how to secure the access with AWS Cognito. By the end of this book, you will have mastered designing, building, and deploying a Go serverless application.
Table of Contents (17 chapters)

Optimal memory size

As we saw in the previous section, the amount of allocated RAM impacts billing. Furthermore, it impacts the amount of CPU and network bandwidth your function receives. Hence, you need to choose the optimal memory size. In order to find the right balance and optimal level of price and performance for your function, you must test your Lambda function with different memory settings and analyze the actual memory used by your function. Fortunately, AWS Lambda writes a log entry in the associated log group. The logs contains, for each request, the amount of memory allocated and used by the function. The following is an example of a log output:

By comparing the Memory Size and Max Memory Used fields, you can determine whether your function needs more memory or if you over-provisioned your function's memory size. In case your function needs more memory, you...