Category: Expert (400)

Customers often manage multiple AWS accounts to separate their development, staging, and production environments. When deploying IoT workloads on AWS IoT Core, customers usually use unique X.509 certificates for identifying devices and certificate authorities (CAs) for validating the signature of device certificates during provisioning. In this blog, we will demonstrate how to use the newly […]

As an IoT solution architect, customers often ask me how they can connect to AWS IoT Core (cloud) using a microcontroller unit (MCU). One solution is to use Bluetooth Low Energy (BLE) as the connection from the MCU to a mobile device; from there, the mobile device connects to the cloud. BLE works for consumer […]

Today, AWS announced the general availability of AWS IoT Device Defender Machine Learning Detect and Mitigation (ML Detect), a new feature that automatically detects IoT device-level operational and security anomalies based on learnings from past device data. Customers can already use AWS IoT Device Defender’s Rules Detect feature to manually set static alarms. ML Detect […]

Across numerous types of implementations, a large portion of IoT applications collect large volumes of telemetry data. From industrial use cases to healthcare, and from consumer goods to logistics, IoT telemetry data points are highly time-dependent. In most IoT solutions, when the data is collected and reported matters for several reasons. For instance, in attribution […]

Gaining access to sensor data or telemetry of industrial machines is a key requirement for implementing high-value use cases around smart manufacturing or Industry 4.0. For instance, predictive maintenance or automated quality control is not possible without having such data at a high temporal resolution. Given the heterogeneous environment of modern industrial production lines with […]