Serverless AI

A short presentation I used during an event in Istanbul where I talked about the use of Serverless in the AI space and what Azure services can be leveraged to implement Serverless AI solutions.

Transcript

1. Daron Yöndem
   http://daron.me
   @daronyondem
   

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2. • Previously described as “(Mobile) Backend as a Service", BaaS
   • cloud-accessible databases (e.g., Parse, Firebase, CosmosDB),
   authentication services (e.g., Auth0, AWS Cognito)
   • Stateless compute containers that are event-triggered and
   fully managed by a third party; there comes “Functions as a
   Service” or "FaaS"
   

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3. • Event-driven artificial intelligence (AI)
   • Real-Time AI
   • Scalability
   • Ease of deployment
   

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7. Let’s talk tooling!
   

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8. • Eventing
   • Machine Learning
   • Data Storage
   • Database
   • Compute
   

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9. • Service Bus: Async Enterprise Messaging
   • Azure Event Hubs: Distributed Data Streaming
   • Relay: Secure two way communication without changes to
   your network
   • Event Grid: Cross cloud reactive eventing
   

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10. • Cognitive Services
    • Azure Bot Service
    • Azure Machine Learning Service
    

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11. • Azure Search : Cognitive Search, Built-in AI including OCR, key
    phrase extraction, and named entity recognition to unlock
    insights
    • Azure CosmosDB : NoSQL Document Type, Graph
    • Azure Tables : NoSQL key-value store
    • Azure Databricks: Apache SparkTM–based analytics service
    

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12. • Azure Functions : Pyhton support!
    • Azure Container Instances
    

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13. http://daron.me | @daronyondem
    Download slides here;
    http://daron.me/decks
    

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