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Handling Concept Drift at the Edge of Sensor Networks

The relationship between input parameters and output characteristics changes over time, creating concept drift. To ensure your machine learning algorithms use the best data, understanding how to correct for concept drift is essential.
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3 Ways 5G Will Drive Edge Intelligence

5G and edge compute are closely related. With the 5G network infrastructure creating a completely new layer of “fog,” 5G will allow companies to feel more secure within their own private networks. The article dives into how 5G will drive the transformation in edge intelligence.
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Fog Vs. Edge Computing: What Are the Differences that Matter?

The last few decades have seen a massive shift from on-premise software to cloud computing. By storing data and performing computing processes elsewhere, we have freed ourselves to be...

The Shift to Linux Operating Systems for IoT

As IoT devices become more full-featured, the Operating System that drives them is shifting from Real Time Operating Systems (RTOS) to Linux.IoT Devices of Today IoT devices are considered embedded devices, which in...
Microsoft Azure IoT Edge: Conclusion & Next Steps

Microsoft Azure IoT Edge: Conclusion & Next Steps

In Part 1, we were able to learn a bit about what Microsoft’s Azure IoT Edge does, ran a sample app, and modified it. In Part 2, you got a couple simulated devices...
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Microsoft’s Azure IoT Edge Part 3: Real Devices

Ok, so thanks to Part 2, you have a couple simulated devices sending data to the cloud, all on your development machine. Now you can just go ahead and set it...
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Microsoft Azure IoT Edge Part 2: Connecting to the Cloud

In Part 1, we were able to learn a bit about what Microsoft's Azure IoT Edge does, ran a sample app, and modified it. This time around we're going to dive...
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Microsoft Azure IoT Edge Part 1: A Hands-On Look

Microsoft's Azure IoT Edge was announced at Build 2017 to much fanfare. The idea goes that the edges of a network are underutilized and devices are unnecessarily chatty with the cloud....

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