The Internet of Things on AWS – Official Blog

Category: AWS IoT Greengrass

How to manage AWS IoT Greengrass core device certificates

Introduction We’re very pleased to introduce the Certificate Rotator component for AWS IoT Greengrass, a new component in the Greengrass Software Catalog. AWS IoT Greengrass brings the AWS cloud closer to edge devices to support applications that demand local data processing and low latency. The growing number of edge devices in consumer, enterprise, and industrial […]

Sharing a vision for a more connected world with AWS IoT

AWS IoT VP, Yasser Alsaied, talks IoT strategy, commitment, and outlook Introduction The future of the Internet of Things (IoT) has been a topic of ongoing discussion and speculation. With implications for IoT hyperscalers, vendors, and customers alike, the landscape is rapidly evolving. To shed light on this topic, I spoke with Yasser Alsaied, vice […]

Optimize image classification on AWS IoT Greengrass using ONNX Runtime

Introduction Performing machine learning inference on edge devices using models trained in the cloud has become a popular use case in Internet of Things (IoT) as it brings the benefits of low latency, scalability, and cost savings. When deploying models to edge devices with limited compute and memory, developers have the challenge to manually tune […]

Deploying and managing an IoT workload on AWS

Introduction When implementing an Internet of Things (IoT) workload, companies are faced with multiple options when it comes to choosing a platform. From building it entirely from scratch, including your own device hardware, all the way to purchasing preconfigured hardware and just connecting to a completely Software as a service (SaaS) IoT platform. The goal […]

Secure IIoT secondary sensing using AWS Snowcone and CloudRail

Introduction One of the major barriers to Industrial IoT (IIoT) adoption is integrating modern IIoT solutions in brownfield environments with legacy components and systems. These legacy industrial components and systems could be 20, 30, 40 years old and are less capable of supporting modern security standards. Physically connecting legacy industrial systems to the cloud can be […]

Ingest industrial data at scale with AWS IoT SiteWise Edge on Microsoft Windows Server

Introduction Industrial customers in manufacturing, oil and gas, energy, and utilities industries commonly use Windows-based industrial devices and infrastructure. The recent release of AWS IoT SiteWise Edge for Windows, enables these customers to rapidly deploy and connect AWS IoT industrial facilities to AWS. Customers will be able to install AWS IoT SiteWise Edge natively on […]

Introducing the latest AWS Well- Architected IoT Lens

Introduction  We are pleased to introduce the latest version of AWS Well-Architected IoT Lens. IoT projects can be complex due to a combination of many factors, including devices, software, use case scenarios, environments, processing patterns, network connectivity technologies, communication protocols, security issues, technical risks, compliance requirements and standards. The AWS Well-Architected IoT Lens provides simple […]

Guidance on using ISA/IEC 62443 for IIoT projects

Introduction With the increasing proliferation of Industrial Internet of Things (IIoT) systems and cloud services for innovation and digital transformation, government agencies and industrial customers are faced with protecting an expanding attack surface. The ISA/IEC 62443 series of standards were written before IIoT technologies were common but provide a strong basis for securing these environments. […]

Ingesting industrial media to Amazon Kinesis Video Streams using AWS IoT Greengrass V2 components

Introduction Organizations install hundreds of Internet Protocol (IP) cameras to increase security by surveilling indoor and outdoor spaces. This is a common need for manufacturing plant floors across industries such as automotive, commercial, Oil & Gas, public safety, and agri-tech. Companies connect cameras to the cloud to create a centralized view of their siloed data […]

Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 3 of 3: Deploying to the edge

Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 3 of 3: Deploying to the edge

Post by Angela Wang and Tanner McRae, Senior Engineers on the AWS Solutions Architecture R&D and Innovation team This post is the third 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 the previous 2 parts of the series, we walked […]