The Internet of Things on AWS – Official Blog

Using AWS IoT Services for Asset Condition Monitoring

Note: For latest guidance on asset monitoring, please refer to this blog instead. The Industrial Internet of Things (IIoT) presents an unparalleled opportunity for every industry to address core business challenges, such as reducing downtime, improving safety, increasing system output, reducing operating costs, and creating innovative services and business models. In this blog post, I […]

Use AWS IoT Device Defender to detect statistical anomalies and to visualize your device security metrics

AWS IoT Device Defender supports your efforts to secure your IoT device fleet. AWS IoT Device Defender Detect establishes a baseline behavior for IoT devices and then identifies devices that do not conform as anomalous. AWS IoT Device Defender Detect operates on security profiles, which are applied to the entire device fleet, or to a […]

Get Started with the IoT Foundation Series from AWS Training and Certification

The IoT Foundation Series, a new curriculum dedicated to IoT on AWS, is now available online on the AWS Training and Certification website. This curriculum contains self-directed online training classes that are scenario-based and aligned with the library of IoT design patterns called the IoT Atlas and IoT best practices in AWS whitepapers. This curriculum […]

Announcing the IoT Atlas

Since announcing the availability of AWS IoT in 2015, our conversations with customers have made it clear that long-standing IoT design patterns from mature domains such as sensor networks, control system architectures, and machine-to-machine networks had to be revised to include cloud development concepts. The IoT Atlas is a collection of IoT design patterns, best […]

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

Note: On December 15, 2025, AWS will end support for AWS IoT Analytics. After December 15, 2025, you will no longer be able to access the AWS IoT Analytics console or AWS IoT Analytics resources. For more information, see AWS IoT Analytics end of support. Introduction Visualizing IoT data that can vary significantly over short periods […]

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

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 […]