Convergence of Cloud Computing , Internet of Things and AI. Author : Sanjeev Kumar Bhatt (Research Scholar) Dr. S. Srinivasan Department of Computer Application PDM University Bahadurgarh, India Abstract Introduction AI Cloud Computing
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Presentation Transcript
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Convergence of Cloud Computing , Internet of Things and AI. Author : Sanjeev Kumar Bhatt (Research Scholar) & Dr. S. Srinivasan
Department of Computer Application
PDM University Bahadurgarh, India<br>
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Abstract
Introduction
AI
Cloud Computing
IoT
Benefits of AI Enabled Cloud Computing
AI + IOT + Cloud Computing – Convergence
Use Cases
Conclusion 6 December 2020 Agenda<br>
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Abstract Recent Advancement in AI , Cloud computing and IoT .
Market adoption of $16.2 billon market by 2024.
Key Focus
Paper will present the insight on these disruptive technologies.
Convergence of these Technologies to solve Business use cases.
Also how the Digital Services will be delivered. 6 December 2020<br>
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AI is the field of computer science that focuses on making computers capable of human understanding & Cognitive thinking
Supervised Learning
Learning Based on the Labelled Data.
Use case : Estimated Salary prediction
Unsupervised learning
Learning worked on unmarked data .
Predict after discover the hidden patterns.
Use Case : Anomaly detection, Genetics ,Recommendation systems
Reinforcement learning
Learning Based on Trial and Error
Use case : Self driving Car ,Game development
Deep Learning
Solve Complex Problems with deep neurons network.
ANN,CNN ,RNN ,LSTM
Use case : Image/video Classification , Computer vision etc. 6 December 2020 Artificial Intelligence (AI)<br>
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The global size of the AI industry is expected to reach 89 billion by 2025
Cloud Computing with Artificial Intelligence will serves as an accelerator to bring meaningful benefits to the masses.
AI Powered Self Managed Cloud – AI.
Improving Data Management with AI
Utilizing Dynamic Cloud Services
Cloud Computing Player
Amazon AWS
Microsoft Azure
Google Cloud
IBM Watson 6 December 2020 Cloud Computing<br>
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Internet of Things is the notion of connecting and exchange of information for any device on the internet.
Involves small devices i.e. smart home appliance, self driving car or the wearable devices.
IoT at Home
IoT at Transport
IoT at Manufacturing
IoT at Health 6 December 2020 Internet of Things (IoT)<br>
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Boosting operation Efficiency
Better Risk Management
New Enhance Products
Increased IoT scalability
Effective downtime Management
Predictive Maintenance
Manufacturing Process Optimization
Supply Chain Management
Intelligent Decision Making 6 December 2020 Benefits of AI Enabled Cloud Computing<br>
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6 December 2020 AI + IOT + Cloud Computing - Convergence<br>
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6 December 2020 Use Cases<br>
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6 December 2020 Use Cases<br>
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We Understood the Importance of the convergence of IoT, AI, and Cloud Computing.
Nevertheless, seamless integration of these technologies will help realize the digital goal and develop new use cases.
In the future, the researcher will pay more attention and develop framework to use AI Models with Cloud Computing to solve IoT based use cases. 6 December 2020 Conclusion<br>
