The Internet of Things on AWS – Official Blog

Tag: aws iot greengrass

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 […]

Managing Docker container lifecycle with AWS IoT Greengrass

Introduction In this post, we will be discussing how to manage Docker container lifecycle using an AWS IoT Greengrass custom component. There are five phases in a Docker container lifecycle: create, run, pause/unpause, stop, and kill. The custom component interacts with the Docker Engine via the Docker SDK for Python to manage processes based on […]

Synadia builds next generation pill verification systems with AWS IoT and ML

U.S. prescription medications costs are approaching $500 billion a year and growing up to 7% annually, according to a House Ways and Means Committee report. In this market, billions of dollars in unused medicines are still wasted annually due to traditional packaging that usually contains more pills or tablets than those prescribed by physicians. Automated pill […]

Implement security monitoring across OT, IIoT and cloud with AWS Security Hub

Introduction Industrial digital transformation can increase competitiveness and optimize processes and profitability through the use of big data, IoT, machine-to-machine communication, and machine learning. Continuous digitalization and progressive interconnectivity of the production environment is important to capturing value from industrial IoT (IIoT) solutions. While this new and expanding “physical meets digital” connectivity enables great rewards, […]

Inductive sensor to ERP

How KAMAX connected their industrial machines to AWS in hours instead of weeks

This post was co-authored by Praveen Rao, Principal GTM leader, Mfg and Supply Chain at AWS; Adrian Weiss, Product Manager and Senior Data Scientist at nexineer; Nicolas Byl, Director Software Engineering at nexineer; Jill Mannaioni, Vice President Americas at CloudRail; and Philip Weber, Senior Partner Manager, EMEA and APJ at CloudRail. Every manufacturing customer these […]

How to improve security at the edge with AWS IoT services

Introduction Edge computing, also known as fog computing and mobile computing, is a computing model that brings processing and data closer to the customer. By moving data closer to the customer, organizations need to review, and possibly expand, their security controls to ensure that their data is protected. In this blog I want focus on […]

Edge to Twin: A scalable edge to cloud architecture for digital twins

Are you seeking ways to get an immersive 3D view of your systems and operations to optimize efficiency, increase production, and improve performance? Perhaps you are generating all the data you need from various on-premise systems, but are unsure how to gain access to this information in a living virtual representation. In this blog post, […]

Creating and deploying a custom AWS IoT SiteWise MQTT connector with AWS IoT Greengrass

Efficiency, uptime, and the minimizing of costs are three of the most important pillars of a successful industrial operation. Understanding the operating state of equipment, overall efficiency of a piece of equipment, or a whole production line – as well as how these affect costs and revenue across multiple sites – requires a complete view […]

7 patterns for IoT data ingestion and visualization- How to decide what works best for your use case

Introduction Whether you are just starting with your Internet of Things (IoT) journey, or already have millions of connected IoT devices, you might be looking for ways to maximize the value extracted from your IoT data. IoT devices data can contain a wealth of information within its reported telemetry data, metadata, state, and commands and […]

How to manage IoT device certificate rotation using AWS IoT

Introduction The Internet of Things (IoT) is transforming business operations and customer experiences across a variety of industries. This unlimited opportunity enables business transformation, but if not implemented correctly, it also brings security, risk, and privacy concerns, compromising your data and brand. In industrial facilities, OT (Operational Technology) environments are leveraging more IT solutions to improve […]