The Internet of Things on AWS – Official Blog

Provision Devices Globally with AWS IoT

Customers are building globally distributed IoT solutions with AWS IoT. A device that connects to AWS IoT must be provisioned in an AWS Region. However, when devices are shipped globally, you don’t know in which AWS IoT Region the device will connect when it starts operation. In this blog post, I will describe a global […]

Using AWS IoT Analytics to Prepare Data for QuickSight Time-Series Visualizations

Introduction Visualizing IoT data that can vary significantly over short periods of time (seconds) is important for several reasons: exploration and discovery of patterns, assessing trends and cyclicity, as well as observing potential correlations and anomalies. Insightful time-series visualizations can help identify anomalies, raise alerts based on these anomalies, and improve communication between various stakeholders, […]

Machine Learning at the Edge: Using and Retraining Image Classification Models with AWS IoT Greengrass (Part 2)

In part 1 of this blog post, we created an image classification model for a recycling facility’s sorter to identify four beverage containers. We deployed it to our AWS IoT Greengrass Core device using the new AWS IoT Greengrass Image Classification connector. AWS IoT Greengrass connectors, announced at this year’s re:Invent, make it possible for […]

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

Our oil and gas customer wanted to deploy AWS IoT Analytics to help them:  Better understand their assets in the field (for example, pumps, generators, valve assemblies, and so on).  Derive actionable insights from their data.  Build a predictive maintenance solution to help reduce their costs. By using IoT Analytics, our customer can: Pre-process the […]

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 […]