The Internet of Things on AWS – Official Blog
Category: Technical How-to
Implementing Local Client Devices with AWS IoT Greengrass
AWS IoT Greengrass is an open source edge runtime and cloud service that helps you build, deploy, and manage device software at the edge. AWS IoT Greengrass Version 2.2.0 now includes support for local clients and devices (client devices) to locally connect to an AWS IoT Greengrass Core using MQTT. Client devices can securely send […]
Get Started with Fleet Hub for AWS IoT Device Management
There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places–which means there are billions of devices to monitor and manage. AWS IoT helps customers in all industries effectively manage their device fleets, and can reliably scale to billions of devices and trillions of messages. Companies often rely on […]
Part 2/2: Building Reliable IoT Device Software Using AWS IoT Core Device Advisor
This post was co-written by David Walters, Sr Partner Solutions Architect, AWS IoT, and Pavan Kumar Bhat, Sr. Technical Product Manager, AWS IoT Device Ecosystem. Introduction This is the second blog in a two-part series. In the first blog, I explained the importance of testing IoT devices and how AWS IoT Core Device Advisor works. […]
Part 1/2: Building Reliable IoT Device Software Using AWS IoT Core Device Advisor
This post was co-written by David Walters, Sr Partner Solutions Architect, AWS IoT, and Pavan Kumar Bhat, Sr. Technical Product Manager, AWS IoT Device Ecosystem. Introduction Internet of Things (IoT) devices that fail to connect to the internet reliably or are vulnerable to security threats can be catastrophic to IoT device makers. An unreliable IoT […]
How to troubleshoot an AWS IoT Events detector model
AWS IoT Events is a managed service that makes it easy to detect and respond to events from IoT devices. The detector model in AWS IoT Events monitors equipment for events and triggers actions. Finding issues with the detector model before its use is crucial. This blog introduces a troubleshooting feature to find issues with your detector model without using it.
Using AWS IoT Greengrass Version 2 with Amazon SageMaker Neo and NVIDIA DeepStream Applications
AWS IoT Greengrass Version 2 was released for general availability during re:Invent 2020. AWS IoT Greengrass is an Internet of Things (IoT) open source edge runtime and cloud service that helps you build, deploy, and manage device software. Customers use AWS IoT Greengrass for their IoT applications on millions of devices in homes, factories, vehicles, […]
AWS IoT Device Defender Announces ML Detect GA
Today, AWS announced the general availability of AWS IoT Device Defender Machine Learning Detect and Mitigation (ML Detect), a new feature that automatically detects IoT device-level operational and security anomalies based on learnings from past device data. Customers can already use AWS IoT Device Defender’s Rules Detect feature to manually set static alarms. ML Detect […]
Introducing AWS IoT SiteWise Edge
Note: SiteWise Edge is now generally available. Please see this blog post to get started with SiteWise Edge. From assembling automobiles to producing pharmaceuticals, successful industrial operations are fruits of continuous efforts to minimize equipment downtime, maximize product quality, and ensure personnel safety. Industrial IoT promises capabilities that can help manufacturers unlock insights quickly from […]
Unlock the value of embedded security IP to build secure IoT products at scale
Introduction IoT product development crosses several domains of expertise from embedded design to communication protocols and cloud computing. Because of this complexity “end-to-end” or “edge-to-cloud” IoT security is becoming a challenging concept in the industry. Edge in many cases refers to the device as a single element in the edge-to-cloud chain. But the device must […]
How to integrate NVIDIA DeepStream on Jetson Modules with AWS IoT Core and AWS IoT Greengrass
AWS continually evolves our edge computing offerings to provide customers with the technology they need to extend AWS services to edge devices, such as consumer products or manufacturing equipment, and enable them to act intelligently. This helps customers avoid unnecessary cost and latency, and empower customers with the ability to manage edge devices securely and […]




![Figure showing the results from analyzing the detector model in the AWS IoT Events console. The results include a warning for data types used in your detector model. The warning message is "Incompatible data types [Boolean, String] used with $variable.resetMe. This may lead to a runtime error."](https://d2908q01vomqb2.cloudfront.net/f6e1126cedebf23e1463aee73f9df08783640400/2021/04/27/HVAC-detector-model-analysis-warning-from-AWS-IoT-Events-console-1-1024x190.png)




