The Internet of Things on AWS – Official Blog

Machine Learning at the Edge: Using and Retraining Image Classification Models with AWS IoT Greengrass (Part 1)

With the introduction of the AWS IoT Greengrass Image Classification connector at this year’s re:Invent, it has become easier than ever to use image classification at the edge through AWS IoT Greengrass. Because it is software that lives on a local device, AWS IoT Greengrass makes it possible to analyze data closer to the source […]

AWS IoT Analytics Oil and Gas Customer Use Case

Update: As of December 15, 2025 AWS will end support for AWS IoT Analytics. You will no longer be able to access the AWS IoT Analytics console after this date. To migrate to an alternative architecture, please refer to this blog post.  Our oil and gas customer wanted to deploy AWS IoT Analytics to help […]

AWS IoT Device Tester for Amazon FreeRTOS and AWS IoT Device Tester for AWS Greengrass

AWS IoT Device Tester is now available. AWS IoT Device Tester is a Windows/Linux/macOS test automation application that enables silicon vendors and OEMs to easily perform qualification testing to determine if their devices can run Amazon FreeRTOS or AWS IoT Greengrass and interoperate with AWS IoT services. AWS IoT Device Tester produces a test report that serves […]

AWS IoT Greengrass now enables simplified deployments, enhanced security, and greater flexibility

Note: This blog covers AWS IoT Greengrass version 1, which has stopped receiving updates, fixes, and security patches since June 30, 2023. AWS IoT Greengrass Version 2 is a major update to the core software, APIs, and console that improves upon V1 with modular applications, better fleet device deployments, and expanded platform support. Learn more […]

Using Dynamic Thing Groups to Continuously Update Software on Devices

When managing Internet of Things (IoT) devices, it can be challenging to maintain or improve device functionality through upgrades to device software and configuration. The complexity is due to a number of factors: the number of devices, multiple versions of the devices, different software versions based on device attributes and state, inability to discover and […]

Connect your devices to AWS IoT using LoRaWAN

4/15/21 AWS IoT Editorial Team Update:  Since the time of this blog post, we have announced AWS IoT Core for LoRaWAN. AWS IoT Core for LoRaWAN is a fully-managed feature that allows you to connect and manage wireless devices that use LoRaWAN connectivity with the AWS Cloud. Using AWS IoT Core for LoRaWAN, enterprises can setup […]

Integrating AWS IoT and AWS Greengrass into the Automotive Grade Linux Software Stack

Post by Hitendra Nishar, AWS Solutions Builder Automotive Grade Linux (AGL) is an open source project to accelerate the development and adoption of a fully open software stack for connected vehicles. AGL is building a Linux-based, open software platform that can serve as the de facto industry standard and enable rapid development of new features […]

Configuring Cognito User Pools to Communicate with AWS IoT Core

AWS IoT Core supports certificate-based mutual authentication, custom authorizers, and Amazon Cognito Identity as way to authenticate requests to the AWS IoT device gateway. Amazon Cognito User Pools was made generally available last year. It allows customers to easily add user sign up and sign in to mobile and web apps. You can use Cognito […]