The document discusses new features of Azure Cosmos DB, a multi-model database service. It begins with an introduction to NoSQL databases and how they originated. It then outlines three new key features of Cosmos DB: 1) serverless capabilities that allow customers to pay based on consumption, 2) built-in Jupyter notebooks for interactive querying and visualization, and 3) integration of notebooks with GitHub. The document concludes with a demo of how these features can be used together with other Azure services like Cognitive Search, Computer Vision, and Functions.

1. 22 Ottobre 2020

2. Azure CosmosDB: Novità
Michele Arpaia

3. Nice to meet you!
{
"name": "michele arpaia",
"company": "microsoft",
"role": "EMEA Global Black Belt – Data & AI",
"specialties": [
"azure data platform", "cosmosdb", "streaming analytics",
"object oriented design", "java","c#", "event-driven architectures"
],
"experience": [
"IT NEXT", "Accenture","Helier", "Informatica ", "Microsoft"
] ,
"socials": {
"linkedin":"www.linkedin.com/in/michele-arpaia-4306b3/",
"twitter": "@mensetopera"
},
}
Design Thinking
Implementing
the Process
Linkedin

4. https://albero.cloud

5. AGENDA • Where NoSQL comes from?
• The database landscape
• Azure Cosmos DB: Value prop
• Three new key features
• DEMO
• Additional Updates
• What’s coming next
• Q&A

6. Where does NoSQL come from?

7. Where does NoSQL come from?
o Abandonment of scale-up solutions
o CAP Theorem
o Eventual Consistency (the ‘A’)
o Open Source push
o Dynamic & expressive data model
Amazon had a great impact on the shaping of NoSQL.
Can you guess why?

8. Horses for Courses
OLTP
Data Warehousing
HDInsight
Schema-Bound
Seek-Centric / High Concurrency
Scan-Centric / Low Concurrency
Schemaless
Distributed Data Processing
NoSQL

9. Enter Azure CosmosDB!
Develop modern apps with SLA-backed speed and availability, automatic and instant
scalability, and open source APIs for many NoSQL engines

10. CosmosDB for Developers
Server-sideprogrammingwith Javascript to define Stored Procedure and User Defined Functions

11. CosmosDB Structure

12. CosmosDB Event Driven

13. © Copyright Microsoft Corporation. All rights reserved.
Three Provisioning Models

14. © Copyright Microsoft Corporation. All rights reserved.
Great for predictable and mission-critical workloads
Manual Provisioning

15. © Copyright Microsoft Corporation. All rights reserved.
Unpredictable workloads within boundaries
Austoscale Provisioning

16. © Copyright Microsoft Corporation. All rights reserved.
New capacity model that radically changes the way you use Azure Cosmos DB
• Full consumed-based model: pay
only for
• Consumed RUs
• Consumed Storage
• No minimum cost
• Great fit for
• Development, testing,
prototyping
• Small apps with light traffic
Serverless

17. © Copyright Microsoft Corporation. All rights reserved.
Real-Time Analytics

18. © Copyright Microsoft Corporation. All rights reserved.
Generate near real-time insights on your operational data
How does it work?

19. © Copyright Microsoft Corporation. All rights reserved.
Azure Cosmos DB built-in
Jupyter Notebook

20. © Copyright Microsoft Corporation. All rights reserved.
The experience is built with .NET developers in mind, so you can interactively write and run C# code, use our built-
in Azure Cosmos DB .NET SDK, and import custom NuGet packages.
Notebooks in C#

21. © Copyright Microsoft Corporation. All rights reserved.
To visualize your data, simply put a variable in the last line of your code and run the cell. If it’s a collection of items,
we’ll automatically open interact data explorer, an open source visualization tool that we’ve built into the notebook.
Notebook: data visualization

22. © Copyright Microsoft Corporation. All rights reserved.
Directly connect your notebooks workspace to your GitHub account. Import your repositories and notebooks into
your workspace to view/edit/run notebooks. Save and push directly to GitHub, all from within Data Explorer.
Notebooks integrated with Github

23. © Copyright Microsoft Corporation. All rights reserved.
DEMO – Ingredients
Cloud search service with built-in
AI capabilities that enrich all types
of information to easily identify
and explore relevant content at
scale. It uses the same integrated
Microsoft natural language stack
that Bing and Office have used for
more than a decade, and AI
services across vision, language,
and speech.
An event-driven serverless
compute platform that can also
solve complex orchestration
problems. Build and debug locally
without additional setup, deploy
and operate at scale in the cloud,
and integrate services using
triggers and bindings.
Use visual data processing to label
content with objects and
concepts, extract text, generate
image descriptions, moderate
content, and understand people’s
movement in physical spaces. No
machine learning expertise is
required.
Azure Cognitive Search Azure Computer Vision Azure Functions

24. © Copyright Microsoft Corporation. All rights reserved.
DEMO – Ingredients
Cloud search service with built-in
AI capabilities that enrich all types
of information to easily identify
and explore relevant content at
scale. It uses the same integrated
Microsoft natural language stack
that Bing and Office have used for
more than a decade, and AI
services across vision, language,
and speech.
An event-driven serverless
compute platform that can also
solve complex orchestration
problems. Build and debug locally
without additional setup, deploy
and operate at scale in the cloud,
and integrate services using
triggers and bindings.
Use visual data processing to label
content with objects and
concepts, extract text, generate
image descriptions, moderate
content, and understand people’s
movement in physical spaces. No
machine learning expertise is
required.
Azure Cognitive Search Azure Computer Vision Azure Functions

25. © Copyright Microsoft Corporation. All rights reserved.
DEMO – Ingredients
Cloud search service with built-in
AI capabilities that enrich all types
of information to easily identify
and explore relevant content at
scale. It uses the same integrated
Microsoft natural language stack
that Bing and Office have used for
more than a decade, and AI
services across vision, language,
and speech.
An event-driven serverless
compute platform that can also
solve complex orchestration
problems. Build and debug locally
without additional setup, deploy
and operate at scale in the cloud,
and integrate services using
triggers and bindings.
Use visual data processing to label
content with objects and
concepts, extract text, generate
image descriptions, moderate
content, and understand people’s
movement in physical spaces. No
machine learning expertise is
required.
Azure Cognitive Search Azure Computer Vision Azure Functions

26. © Copyright Microsoft Corporation. All rights reserved.
DEMO – High Level Architecture

27. Follow me on &
https://github.com/micarp2019

28. THANK YOU!