Category: Analytics

Organizations managing IoT at scale face a critical business challenge: every hour of equipment downtime costs thousands in lost revenue, while untapped sensor data represents missed opportunities for operational optimization. Research shows that digital maintenance and reliability transformations can increase asset availability by 5–15 percent and reduce maintenance costs by 18–25 percent (McKinsey), translating to […]

In this post, you will learn how Stratasys built an edge-to-cloud IoT platform using AWS IoT Core and AWS IoT Greengrass to address industrial 3D printing challenges, how the architecture delivers measurable OEE improvements, and what AI-powered capabilities this data foundation will support next.

Introduction Amazon Kinesis Video Streams provides powerful solutions for cloud-based video management in physical security and surveillance organizations. While organizations need continuous recording capabilities, traditional storage approaches often lead to increased costs. Kinesis Video Streams excels at real-time video management and short-term storage, serving enterprise deployments with extensive camera networks. Now, the innovative Kinesis Video […]

Artificial Intelligence (AI) at the edge is popular among smart video devices. For example, Smart Home cameras and video doorbells revolutionized home monitoring. What began as simple recording and remote viewing tools has evolved into intelligent observers. With AI infusion, today’s cameras can actively analyze scenes, alert users to motion events, recognize familiar faces, spot […]

Introduction In a world increasingly driven by Internet of Things (IoT) devices and real-time video streaming, privacy and security has become more critical than ever. Whether used in smart homes, industrial automation, or healthcare, Amazon Kinesis Video Streams offers a fully managed, scalable, and secure platform for streaming live video from devices to the AWS […]

In the rapidly evolving landscape of the Internet of Things (IoT), security is paramount. One critical example that underscores this challenge is the prevalence of insecure network devices with open SSH ports, a top security threat as per the non-profit foundation Open Worldwide Application Security Project (OWASP). Such vulnerabilities can allow unauthorized control over IoT […]

Efficient baggage tracking systems are indispensable in the aviation industry and help to provide timely and intact delivery of passengers’ belongings. Baggage handling and tracking errors can trigger a chain of complications, from flight delays and missed connections to lost luggage and dissatisfied customers. Such disruptions tarnish the airline’s reputation and can result in significant […]

Introduction Connected vehicle platforms enable fleet operators to get near real-time data on vehicle location, usage, and status. Having this data readily available helps fleet operators manage their fleets more efficiently, reduce operational costs, improve driver performance, and reduce vehicle downtime. Connected vehicle platforms also provide an opportunity for vehicle manufacturers (OEMs) to offer their […]

After careful consideration, we have made the decision to close new customer access to AWS IoT Analytics, effective July 25, 2024. AWS IoT Analytics existing customers can continue to use the service as normal. AWS continues to invest in security, availability, and performance improvements for AWS IoT Analytics, but we do not plan to introduce […]

Introduction Building an IoT device for an edge Computer Vision and Machine Learning (CVML) solution can be a challenging undertaking. You need to compose your device software, ingest video and images, train your models, deploy them to the edge, and manage your device fleet remotely. This all needs to be performed at scale, and often […]