The Internet of Things on AWS – Official Blog
Tag: iot
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 Greengrass now enables simplified deployments, enhanced security, and greater flexibility
AWS IoT Greengrass allows you to bring local compute, messaging, data caching, sync, and ML inference capabilities to edge devices. Our newest release introduces features that simplify the deployment of Lambda functions to Greengrass, provide more flexibility so you can deploy Greengrass to new environments, and add easy-to-use security capabilities. Starting today, you can use […]
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 […]
Your Guide to AWS IoT at re:Invent 2018
AWS re:Invent 2018 is almost here! As you plan your agenda, we don’t want you to miss any IoT sessions. This year we have a lot of great technical content about our IoT services as well as use case specific sessions for industrial and the connected home – over 100 breakout sessions, hands-on workshops, deep-dive […]
Containerize your IOT application with AWS IOT Analytics
Overview In an earlier blog post about IoT Analytics, we discussed how AWS IoT Analytics enables you to collect, visualize, process, query and store large amounts of time series data generated from your connected devices. In this blog post, I will show how you can use your custom application to interact with AWS IoT Analytics. […]
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 […]
Ensure Secure Communication with AWS IoT Core Using the Certificate Vending Machine Reference Application
X.509 certificates are used to ensure secure communication between IoT devices and AWS IoT Core. Devices use these certificates to connect to AWS IoT Core using TLS mutual authentication. AWS IoT Core uses TLS mutual authentication to encrypt data as it moves between AWS IoT Core and other devices or other AWS services. A X.509 certificate […]
Using Continuous Jobs with AWS IoT Device Management
In an earlier Using Over-the-Air Updates with AWS IoT Device Management blog post, we showed you how to create a simple AWS IoT snapshot job and track its progress. In this post, we will show you step-by-step how to configure and create an AWS IoT continuous job. A continuous job is a long running job […]
