Category: Thought Leadership

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 […]

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 […]

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. […]

This blog post is written by Senior IoT Specialist Solutions Architect Andrei Svirida. Automakers, fleet operators, and automotive suppliers are digitalizing their products and services, and vehicle data is fueling this digitalization in several ways. First, access to vehicle data allows evolutionary improvement of existing business processes. One example of this is faster detection of […]

Introduction AWS IoT Core connects Internet of Things (IoT) devices to AWS IoT and other AWS services. Devices and clients can use the MQTT protocol to publish and subscribe to messages. MQTT libraries, such as the AWS IoT Device SDKs, include open-source libraries, developer guides with samples, and porting guides so that you can build innovative IoT […]

In this, part 2 on how to reduce latency in media managed by Amazon Kinesis Video Streams (KVS) I describe the techniques in which to configure KVS, the media producer and the media player for optimal latency settings. Then, I introduce the Amazon Kinesis Video Stream Web Viewer and perform a number of experiments on […]

In this two part series I describe how to reduce latency of streaming media managed by Amazon Kinesis Video Streams and how less than 2-second latency can be delivered with robust video quality across a variety of network conditions. Then, I provide a practical demonstration showing that with the Amazon Kinesis Video Stream Web Viewer, […]

Introduction We are excited to announce that AWS IoT Core now supports MQTTv5 features that help enhance communications of large-scale device deployments and innovate device messaging patterns. Customers who already have MQTTv3.1.1 deployments can make use of the new MQTTv5 features as AWS IoT Core provides seamless integration between both versions and supports heterogeneous deployments […]

Introduction When devices are deployed behind restricted firewalls at remote sites, you need a way to gain access to those devices for troubleshooting, configuration updates, and other operational tasks. This is where, secure tunneling, a feature of AWS IoT Device Management has been helping customers to do remote tasks. To help elevate customers even further, AWS has […]

Introduction Companies are investing in large-scale Internet of Things (IoT) projects and deploying global scale IoT platform such as Deutsche Bahn or Carrier. Enterprises are looking for a solution that offers a multi-tenant Single Pane of Glass Device Lifecycle Management (DLM) which caters to both IT and OT operations. In this blog we will focus […]