Edge Computing and Data Analytics
A category dedicated to topics like edge computing, AI analytics, and how data processing is handled on IoT devices and platforms. This would also include the benefits...
Edge Computing and Data Analytics articles · Page 2
RKNN ONNX Opset Compatibility Guide: Constraints, Failures, and Baselines for Edge NPU Deployment
RKNN ONNX opset compatibility guide: static shape, post-process outside model, fix opset for YOLOv8 NPU stability and operator mapping.
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From Wake Word Detection to Edge Intelligence: The Technical Potential of ESP32-S3 TensorFlow Lite Micro
Learn how ESP32-S3 TensorFlow Lite Micro enables edge AI and wake word detection with on-device inference for embedded and IoT devices.
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How to Deploy YOLOv8 on RK3566: Build Efficient Edge AI Inference from Scratch
Learn how to deploy YOLOv8 on RK3566 step by step. This complete edge inference tutorial covers model conversion, optimization, and real-time detection setup for embed...
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OpenMQTTGateway: Unifying Multi-Protocol IoT Devices with an ESP32-Based MQTT Framework
OpenMQTTGateway is an open-source ESP32 MQTT gateway bridging BLE, RF, and IR for scalable IoT integration. Explore enterprise IoT solutions.
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Technical Deep Dive into Edge AI IoT: Architecture, Applications, and Future Prospects
Explore what Edge AI is and how it transforms IoT. Explore real-world applications, key use cases, and future trends. ZedIoT offers expert Edge AI IoT solutions.
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Real-Time AI Edge Computing: Edge AI Accelerating Real-time AI Applications
This article delves into how real-time AI edge computing is transforming applications. By processing data closer to the source, edge computing reduces latency, enhance...
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DeepSeek Edge AI: How DeepSeek Runs on Edge AI Devices and AI Hardware?
Discover how DeepSeek Edge AI models (V3 & R1) can efficiently run on edge devices and AI hardware. This article explores quantization techniques (INT8/FP16), model di...
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IoT Device Management (2): How to Achieve Low Latency and High Reliability in Managing Large-Scale IoT Device Performance
Learn how to monitor IoT device performance at scale with edge computing, load balancing, and distributed systems. Discover IoT device monitoring best practices.
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KubeEdge Guide Part 3: KubeEdge Ecosystem and Future Prospects
This article explores the KubeEdge ecosystem in-depth, including community resources, project integrations, partners, and users. It analyzes the advantages and challen...
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KubeEdge Guide Part 2: In-Depth Analysis of KubeEdge Deployment and Practices
This article delves into the installation and deployment process of KubeEdge, providing detailed information from environment preparation and deployment of cloud and e...
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KubeEdge Guide Part 1: The Perfect Integration of Edge Computing and Kubernetes
This guide introduces how KubeEdge extends the powerful capabilities of Kubernetes to the field of edge computing. Through features such as cloud-edge collaboration, o...
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Top 10 Edge IoT Platforms Compared(2025 Update): Features, Use Cases & Open Source Options
Updated for 2025: Compare the best Edge IoT platforms in our IoT platform comparison guide. Explore open-source and enterprise options, features, and use cases.
Read articleEvaluating a Edge Computing and Data Analytics project?
Share the device, data flow, network condition, target users, and business system boundaries. We can help you decide what to build first.