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From Sensors to Data Intelligence: Leveraging IoT, Cloud, and Edge Computing with AI

158
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March 12, 2025
Published Date

Research Abstract & Technology Focus

The exponential growth of connected devices and sensor networks has revolutionized data collection and monitoring across industries, from healthcare to smart cities. However, the true value of these systems lies not merely in gathering data but in transforming it into actionable intelligence. The integration of IoT, cloud computing, edge computing, and AI offers a robust pathway to achieve this transformation, enabling real-time decision-making and predictive insights. This paper explores innovative approaches to combine these technologies, emphasizing their role in enabling real-time decision-making, predictive analytics, and low-latency data processing. This work analyzes several integration approaches among IoT, cloud/edge computing, and AI through examples and applications, highlighting challenges and approaches to seamlessly integrate these techniques to achieve pervasive environmental intelligence. The findings contribute to advancing pervasive environmental intelligence, offering a roadmap for building smarter, more sustainable infrastructure.
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From Sensors to Data Intelligence: Leveraging IoT, Cloud, and Edge Computing with AI

The exponential growth of connected devices and sensor networks has revolutionized data collection and monitoring across industries, from healthcare to smart cities. However, the true value of thes...

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The rapid expansion of the Internet of Things ecosystem has created an urgent need for efficient data processing and analysis technologies. This review aims to systematically examine and compare ed...

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What is the core focus of the research titled 'From Sensors to Data Intelligence: Leveraging IoT, Cloud, and Edge Computing with AI'?

This literature focuses on: The exponential growth of connected devices and sensor networks has revolutionized data collection and monitoring across industries, from healthcare to smart cities. However, the true value of these systems lies not merely in gathering data but in...

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Yes, highly correlated activity was mapped. An entry titled 'From Sensors to Data Intelligence: Leveraging IoT, Cloud, and Edge Computing with AI' discusses this: The exponential growth of connected devices and sensor networks has revolutionized data collection and monitoring across industries, from healthcar...

Are there commercial applications of 'From Sensors to Data Intelligence: Leveraging IoT, Cloud, and Edge Computing with AI' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Real-time Computing' discusses this: Real-time AI inference and training are migrating to custom hardware, such as AWS custom chips for Uber, and edge devices in robotics, driven by de...

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