The Internet of Things on AWS – Official Blog
Category: Technical How-to
Asset Maintenance with AWS IoT services – Predict and respond to potential failures before they impact your business
AWS IoT customers manage a large number of industrial assets which send sensor data to the cloud. The smooth operation of these assets is critical to the productivity of their plants, since any equipment breakdown can lead to unexpected downtime and require expensive recovery maintenance. The ability to predict such failures and respond to them […]
Collecting, organizing, monitoring, and analyzing industrial data at scale using AWS IoT SiteWise (Part 3)
Post by Asim Kumar Sasmal, Senior Data Architect in the IoT Global Specialty Practice of AWS Professional Services and Saras Kaul, Senior Product Manager of AWS IoT SiteWise. [Before reading this post, read Part 1 and Part 2 in the series.] In Part 1 of this series, you learned how to model and ingest data from industrial […]
Collecting, organizing, monitoring, and analyzing industrial data at scale using AWS IoT SiteWise (Part 2)
Post by Asim Kumar Sasmal, Senior Data Architect in the IoT Global Specialty Practice of AWS Professional Services and Sourav Chakraborty, Senior Product Manager of AWS IoT SiteWise. [Before reading this post, read Part 1 in the series.] In Part 1 of this series, you learned how to model and ingest data from industrial sites in a […]
Collecting, organizing, monitoring, and analyzing industrial data at scale using AWS IoT SiteWise (Part 1)
Post by Saras Kaul, Senior Product Manager of IoT SiteWise, Asim Kumar Sasmal, Senior Data Architect, and Mark Gilbert, Senior Consultant in the IoT Global Specialty Practice of AWS Professional Services. Industrial customers have been looking for a secure, cost-effective, and reliable field-to-cloud solution that does the following: Ingests all their data from hundreds of industrial sites that […]
Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 2 of 3: Training a custom object detection model
Post by Angela Wang and Tanner McRae, Engineers on the AWS Solutions Architecture R&D and Innovation team This post is the second in a series on how to build and deploy a custom object detection model to the edge using Amazon SageMaker and AWS IoT Greengrass. In part 1 of this series, we walked through the training […]
Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 1 of 3: Preparing training data
Post by Angela Wang and Tanner McRae, Engineers on the AWS Solutions Architecture R&D and Innovation team Running computer vision algorithms at the edge unlocks many industry use cases that has low or limited internet connectivity. Combining services from AWS in the Machine Learning (ML) and Internet of Things (IoT) space, training a custom computer vision model and running […]
Introducing Secure Tunneling for AWS IoT Device Management, a new secure way to troubleshoot IoT devices
AWS IoT Device Management has a breadth of tools that enable businesses to build IoT applications for every industry. However, when it comes to remote access to devices, that typically has involved a customer sending a control message either through a MQTT topic, or updating the device’s shadow and then having the device agent take action […]
Implementing a CI/CD pipeline for AWS IoT Greengrass projects
This post demonstrates how to build a continuous integration and continuous deployment (CI/CD) pipeline for AWS IoT Greengrass projects. Readers should be familiar with AWS IoT Greengrass. This post focuses on streamlining the development process for AWS IoT Greengrass projects rather than explaining the technology itself. If you are not familiar with AWS IoT Greengrass, […]
Getting Aggregate Information of Devices with AWS IoT Device Management Fleet Indexing
AWS IoT Device Management Fleet Indexing has launched three APIs for getting aggregate information of devices: GetStatistics, GetPercentiles and GetCardinality. With these APIs, you can quickly answer questions like: What’s the percentage of the devices connecting to AWS IoT? What’s the maximum, minimum and average of device battery level? How many OS versions are present? […]
Using a Trusted Platform Module for endpoint device security in AWS IoT Greengrass
Co-authored by Aniruddh Chitre, AWS Solutions Architect This post demonstrates how AWS IoT Greengrass can be integrated with a Trusted Platform Module (TPM) to provide hardware-based endpoint device security. This integration ensures the private key used to establish device identity can be securely stored in tamper-proof hardware devices to prevent it from being taken out […]