May
07
2018
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Microsoft brings more AI smarts to the edge

At its Build developer conference this week, Microsoft is putting a lot of emphasis on artificial intelligence and edge computing. To a large degree, that means bringing many of the existing Azure services to machines that sit at the edge, no matter whether that’s a large industrial machine in a warehouse or a remote oil-drilling platform. The service that brings all of this together is Azure IoT Edge, which is getting quite a few updates today. IoT Edge is a collection of tools that brings AI, Azure services and custom apps to IoT devices.

As Microsoft announced today, Azure IoT Edge, which sits on top of Microsoft’s IoT Hub service, is now getting support for Microsoft’s Cognitive Services APIs, for example, as well as support for Event Grid and Kubernetes containers. In addition, Microsoft is also open sourcing the Azure IoT Edge runtime, which will allow developers to customize their edge deployments as needed.

The highlight here is support for Cognitive Services for edge deployments. Right now, this is a bit of a limited service as it actually only supports the Custom Vision service, but over time, the company plans to bring other Cognitive Services to the edge as well. The appeal of this service is pretty obvious, too, as it will allow industrial equipment or even drones to use these machine learning models without internet connectivity so they can take action even when they are offline.

As far as AI goes, Microsoft also today announced that it will bring its new Brainwave deep neural network acceleration platform for real-time AI to the edge.

The company has also teamed up with Qualcomm to launch an AI developer kit for on-device inferencing on the edge. The focus of the first version of this kit will be on camera-based solutions, which doesn’t come as a major surprise given that Qualcomm recently launched its own vision intelligence platform.

IoT Edge is also getting a number of other updates that don’t directly involve machine learning. Kubernetes support is an obvious one and a smart addition, given that it will allow developers to build Kubernetes clusters that can span both the edge and a more centralized cloud.

The appeal of running Event Grid, Microsoft’s event routing service, at the edge is also pretty obvious, given that it’ll allow developers to connect services with far lower latency than if all the data had to run through a remote data center.

Other IoT Edge updates include the planned launch of a marketplace that will allow Microsoft partners and developers to share and monetize their edge modules, as well as a new certification program for hardware manufacturers to ensure that their devices are compatible with Microsoft’s platform. IoT Edge, as well as Windows 10 IoT and Azure Machine Learning, will also soon support hardware-accelerated model evaluation with DirextX 12 GPU, which is available in virtually every modern Windows PC.

Feb
28
2018
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OpenStack gets support for virtual GPUs and new container features

 OpenStack, the open-source infrastructure project that aims to give enterprises the equivalent of AWS for the private clouds, today announced the launch of its 17th release, dubbed “Queens.” After all of those releases, you’d think that there isn’t all that much new that the OpenStack community could add to the project, but just as the large public clouds keep adding… Read More

Feb
07
2018
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Intel’s latest chip is designed for computing at the edge

 As we develop increasingly sophisticated technologies like self-driving cars and industrial internet of things sensors, it’s going to require that we move computing to the edge. Essentially this means that instead of sending data to the cloud for processing, it needs to be done right on the device itself because even a little bit of latency is too much. Intel announced a new chip… Read More

Nov
29
2017
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Amazon FreeRTOS is a new operating system for microcontroller-based IoT devices

 Amazon FreeRTOS is, as the name implies, essentially an extension of the FreeRTOS operating system that adds libraries for local and cloud connectivity. Over time, Amazon will also add support for over-the-air updates. Read More

Aug
29
2017
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OpenStack sees new use cases in edge computing and fast-growing interest in China

 OpenStack, the massive open-source project that aims to bring the power and ease of use of public clouds like AWS and Azure to private data centers, today launched Pike, the sixteenth major version of its software. Read More

Jul
25
2017
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Iguazio nabs $33M to bring big data edge analytics to IoT, finance and other enterprises

 Big data analytics — where vast troves of information are structured and used to help businesses gain more insights into their operations and customers, to develop new products, and to run more efficiently — are a cornerstone of how many tech-centric enterprises run their businesses today. Now the focus is on building solutions that the rest of the enterprise world can use, even if… Read More

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