Edge processing and High Level Visualization versus Cloud computing and Kibana
- 1. Edge processing vs Cloud computing and visualization techniques comparison Davide Giordano Francesco Cassin?i Matteo Ginesi Fabio Di Spazio Marco Ferraro Stefano Milani
- 3. Elastic Stack - Elastic: full text search engine - Logstash: data processing pipeline - Kibana: visualization of data
- 6. Huge computational power Works also without internet connection Edge Cloud Doesn¡¯t work without internet Limited memory and computational power
- 7. Energy saving Edge Cloud Energy consumption issue No data storage Virtually unlimited memory
- 8. Machine Learning Edge Cloud More responsive Full control Data analysis
- 9. Edge Cloud Device Device maintainability Energy Infrastructure Bandwidth Data transmission Storage cost Most cost-effective?
- 10. High Level Visualization Kibana
- 11. Data visualization Tool - Elastic visualizations - Navigate tons of data - Data centric - For expert
- 12. Personalization
- 13. High-level Visualization Useful to final users to have immediate feedback Real time data Directly from your edge device
- 14. High Visualization Kibana Complete and detailed Full history Advanced and Scientific Interactive and programmable Free Require high skill Data centric Difficult learning curve User friendly Customizable No technical skills required Immediate feedback Easy to use Simply display data No actions on data Expensive