Federated Learning in Distributed IoT

Question ^*

What is the primary focus of your IoT data analysis?

1. A) Predictive Maintenance,B) Anomaly Detection,C) Real-time Monitoring & Control,D) Other (Specify: ____________)

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Question ^*

What are the main challenges you face with your current IoT data processing?

1. A) Data Privacy Concerns,B) Network Bandwidth Limitations,C) Data Siloing Across Devices/Locations,D) High Processing Latency,E) All of the above

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Question ^*

How important is it for your data analysis to be performed at the edge (on the devices) rather than in a centralized cloud?

1. A) Extremely Important,B) Very Important,C) Neutral,D) Not Very Important,E) Not Important at all

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Question ^*

Which data sources are most critical to your IoT analytics? (Select up to 3)

1. A) Sensor Data (Temperature

2. Pressure

3. etc.),B) Video/Image Data,C) Audio Data,D) Device Logs/Status,E) Other (Specify: ____________)

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Question ^*

If you could improve your IoT data analysis capabilities, what is the MOST desirable feature?

1. A) Enhanced Data Privacy & Security,B) Reduced Processing Time,C) Improved Model Accuracy,D) Ability to integrate data from diverse sources,E) Cost Efficiency

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