The Internet of Things on AWS – Official Blog
Category: AWS IoT Greengrass
Deploying and benchmarking YOLOv8 on GPU-based edge devices using AWS IoT Greengrass
Introduction Customers in manufacturing, logistics, and energy sectors often have stringent requirements for needing to run machine learning (ML) models at the edge. Some of these requirements include low-latency processing, poor or no connectivity to the internet, and data security. For these customers, running ML processes at the edge offers many advantages over running them […]
Manage IoT device state anywhere using AWS IoT Device Shadow service and AWS IoT Greengrass
Introduction Internet of Things (IoT) developers often need to implement a robust mechanism for managing IoT device state either locally or remotely. A typical example is a smart home radiator, an IoT device where you can use the built-in control panel to adjust the temperature (device state), or trigger temperature adjustment messages remotely from a […]
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. […]