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How to optimize Azure Machine Learning for IoT production usage 

Introduction Over the last few years IoT devices, machine learning (ML), and artificial intelligence (AI) have become very popular and now a lot of companies are moving forward to use them in production. All cloud providers, including Microsoft Azure, provide services on how to deploy developed ML algorithms to edge devices. The main concern of...Read more

Announcing Akri, an open source project for building a connected edge with Kubernetes 

Overview One of the hallmarks of “the edge” in computing is the array of sensors, controllers, and microcontroller unit (MCU) class devices that produce data and perform actions. For Kubernetes to be a versatile edge computing solution, a cluster needs to easily find these leaf devices. Most of these devices, however, are too small to...Read more

Boosting interoperability in the cloud with CloudEvents v1.0 support on Azure Event Grid 

When Microsoft launched Azure Event Grid in August of 2017, our goal was to make it easier to quickly architect and compose event-driven systems. Pretty much at the same time, Serverless Inc. launched their own solution solving many of the same problems, which made us both realize that solving the same problem in different, custom...Read more

Now available: ONNX Runtime 0.5 with support for edge hardware acceleration 

ONNX Runtime 0.5, the latest update to the open source high performance inference engine for ONNX models, is now available. This release improves the customer experience and supports inferencing optimizations across hardware platforms. Since the last release in May, Microsoft teams have deployed an additional 45+ models that leverage ONNX Runtime for inferencing. These models...Read more

How startup Beco built its IoT cloud on Azure 

Beco, a Boston-based startup, is changing the way commercial real estate is managed, all while making the experience of living and working in a commercially managed property a lot more convenient and fun. And they are doing it with the help of Microsoft Azure and Portworx, the cloud native storage layer designed for containerized workloads....Read more