1 min read
Windows AI Evolution: NPU, Recall, and On-Device Intelligence
Windows AI brings intelligence to the edge. For data professionals, this means faster, more private analytics on your desktop.
Edge Computing
16 articles
1 min read
Edge AI Deployment: Taking Models to the Data
Sometimes the data can't come to the cloud. Today I'm exploring strategies for deploying AI models at the edge.
1 min read
Local AI Models: Running Intelligence On-Device
Not every AI workload needs to call the cloud. Today I'm exploring when and how to run AI models locally on your device.
1 min read
Azure Private Multi-Access Edge Compute (MEC)
Azure Private MEC delivers cloud capabilities at the edge with enterprise-grade security and management.
1 min read
Edge Computing with Azure
Edge computing with Azure provides the foundation for intelligent, responsive, and resilient IoT solutions.
1 min read
Azure Stack Updates - Edge and Hybrid Computing
Azure Stack HCI is a hyperconverged infrastructure solution for running virtualized workloads on-premises with Azure integration.
1 min read
Edge Computing Database Patterns and Best Practices
Handle intermittent connectivity by storing data locally and forwarding when connected. Reduce data volume by aggregating at the edge before cloud sync.
1 min read
Azure SQL Edge for IoT and Edge Computing
Azure SQL Edge enables intelligent edge computing with the familiar SQL Server programming model.
1 min read
Azure Percept: Edge AI Development Made Simple
Azure Percept makes edge AI accessible to developers without deep expertise in hardware or ML. Combined with Azure's cloud services, it enables…
1 min read
Edge Computing with Azure Stack Edge
Model GPU Use Case Pro (GPU) NVIDIA T4 AI inference, video analytics Pro (FPGA) Intel Arria 10 Hardware acceleration Pro R Rugged Harsh environments Mini R…
1 min read
Building Live Video Analytics Pipelines on Azure
Live Video Analytics enables real-time video intelligence at the edge, perfect for security, retail analytics, and industrial monitoring applications.
1 min read
Deploying Cognitive Services on Azure IoT Edge
IoT Edge with Cognitive Services enables intelligent edge scenarios, bringing AI capabilities directly to where data is generated.
1 min read
Running Azure Cognitive Services in Containers
Vision : Read (OCR), Spatial Analysis Language : Sentiment Analysis, Key Phrase Extraction, Language Detection, Text Analytics for Health Speech : Speech to…
2 min read
Azure Percept: Edge AI Development Made Accessible
The goal is reducing the time from idea to edge-deployed AI from months to days. The platform uses Azure Custom Vision under the hood but abstracts away the…
2 min read
Azure IoT Hub Device Twins for State Management
Device twins are the feature in Azure IoT Hub that solved a problem I didn't fully appreciate until a client had 3,000 industrial sensors in two factories…
1 min read
Azure IoT Edge: Intelligence at the Edge
Streaming every sensor reading to the cloud sounds clean until you cost the bandwidth, or until the 4G link in the back of a truck drops for an hour. IoT…