How to Read Data from Amazon DynamoDB using AWS Lambda?

This article describes How to Read Data from Amazon DynamoDB using AWS Lambda. In order to read data from Amazon DynamoDB using AWS Lambda, you can follow these general steps. In this example, I’ll assume you have an existing DynamoDB table with the necessary read permissions. 1. Create an IAM Role for Lambda Ensure that …

An Example of Auto Scaling Using AWS Lambda

This article presents An Example of Auto Scaling Using AWS Lambda. Auto Scaling with AWS Lambda typically involves dynamically adjusting the number of function instances (containers) based on the incoming workload. AWS Lambda automatically manages the scaling process, allowing you to focus on writing code rather than managing infrastructure. Here’s a simplified example of how …

What are Spot Instances in AWS?

This article describes What are Spot Instances in AWS. Amazon EC2 Spot Instances are a cost-effective way to run applications on the Amazon Web Services (AWS) infrastructure. Spot Instances allow you to request spare Amazon EC2 computing capacity at a potentially lower price compared to On-Demand instances. The pricing for Spot Instances is determined by …

How to Create Permission Policies in AWS?

In this article, I will explain how to Create Permission Policies in AWS. In AWS, permission policies define what actions are allowed or denied on AWS resources. You can create permission policies using AWS Identity and Access Management (IAM). IAM allows you to define policies that specify permissions and attach those policies to IAM users, …

GetObject and PutObject Permissions in Amazon S3

In this article, I will discuss GetObject and PutObject Permissions in Amazon S3. In Amazon S3, the GetObject and PutObject permissions are crucial for controlling access to objects (files) stored within S3 buckets. These permissions are part of the AWS Identity and Access Management (IAM) system, which allows you to define who can perform certain …

How to Choose Compute Types in Amazon SageMaker?

In this blog, I will discuss How to Choose Compute Types in Amazon SageMaker. Amazon SageMaker provides a range of compute instance types to choose from, and selecting the right compute type is an important decision when building and training machine learning models. The choice of compute type depends on various factors, including the size …