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Azure. Cloud for all.
@danvy
Session submited
#fingerscrossed
Best Practices Reliability and
Scalability on Azure
Keynote invitation
#thankyou
What is Azure?
TrustedProductive IntelligentHybrid
TrustedProductive IntelligentHybrid
Azure. Cloud for all.
TrustedProductive IntelligentHybrid
Azure. Cloud for all.
Cloud On premise
Azure
data services
SQL
Server
Azure Security
and Management
On-premises
infrastructure
Azure
services
Azure
Stack
Data
platform
Security and
management
Unified cloud
platform
Common
identity
Azure Active
Directory
Active
Directory
The only consistent, hybrid cloud
At the edge and
disconnected
Cloud application
model on-premises
Meet every regulatory
requirement
PaaS IaaS
Modern Legacy
PaaS IaaS
Azure Functions
Millions of devices feed
into Stream Analytics
Store data in
SQL Online
Transform to structured data
ACI provides infinite
container-based scale
The ACI Connector for
K8s brings them
together
Kubernetes provides rich
orchestration capabilities
Azure Container Instances (ACI)
ACI Connector for Kubernetes
PREVIEW
Azure Container Service (AKS)
A fully managed Kubernetes cluster
Managed
Azure infrastructure services
Docker
Kubernetes
• Managed control pane
• Automated upgrades, patches
• Easy cluster scaling
• Self-healing
• Cost savingsApplication
architect
Infrastructure
architect
Applications
Operations
© Microsoft Corporation
High productivity
development
Azure Service Fabric
© Microsoft Corporation
Proven platform powering core Azure
and Microsoft services
Microsoft has deep expertise in running global services such
as Cortana, Skype & Cosmos DB
Service Fabric is the foundational technology
powering these services & core Azure infrastructure
Sample scale of one of these services: 60 billion
events per day with millions of databases
About 30% of Azure’s cores run Service Fabric directly.
Service Fabric Manages Millions of Service upgrades weekly
within Microsoft alone
SQL
{ }Power BI
Dynamics
Intune
Cortana Skype
Cosmos DB
IoT Hub
Event Hub
SQL Database
New New New
Infrastructure
Managed
Containers
Clusterless &
Serverless
Service Fabric Container Service
AKS/Kubernetes
App Service
Functions
Logic Apps
VM
VM Scale Sets
Container
Instances
Big business Small business
50Azure
regions
Free Paid
azure.com/free
Development Operations
Dev Ops
DevOps: the three stage conversation
People
Plan
1 Monitor + Learn
ReleaseDevelop + Test
2
Development Production
Process
4
3
DevOps
Visual Studio
Application Insights
DevOps is the union of people, process, and products
to enable continuous delivery of value to our end
users.
Code - Cloud first, then move on-premises
One code base with multiple delivery streams
Shared abstraction layer
Single master branch, multiple release branches
Update1
Update2
UpdateN
VisualStudioTeam Services
Team FoundationServer
Building confidence
Millions of users and most of Microsoft
22,781
23,462
26,080 28,068 29,487
32,061 32,956 33,830 35,138 36,452 36,964 37,851
41,024
44,438
48,033 50,108
53,367
57,727 58,493 60,768 61,760 62,169 62,804 61,362
65,392 66,037
69,405 68,194
70,974 73,101 73,452 75,713
75,197
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep
2015 2016 2017
Open Source Microsoft
Challenges with
IaaS/on-premises
offerings:
Tedious set-up and maintenance requirements
Expensive and complex HA solutions
Achieving end-to-end security
Over-provisioning of resources to achieve scale
Unpredictable costs
CUSTOMERS WANT ENTERPRISE-GRADE MANAGED SERVICES
FOR OPEN SOURCE DATABASES
More choices and full integration into Azure’s ecosystem and services
Managed community
MySQL, PostgreSQL,
and MariaDB
Scale in seconds with
built-in high availability
Secure and compliantLanguages and
frameworks of your choice
Industry-leading
global reach
AZURE DATABASE SERVICES FOR
MYSQL, POSTGRESQL, AND MARIADB
Easy Lift and Shift Enterprise Ready
My
MANAGED COMMUNITY
MYSQL, POSTGRESQL,
AND MARIADB
Focus on your apps by leaving the management
and patching of your infrastructure and database
to an enterprise-ready cloud service
- Automatic updates
- Automatic security fixes
- Automatic new feature updates
My
LANGUAGES AND
FRAMEWORKS OF YOUR
CHOICE
Build on your terms with a platform that
supports your application development needs
and offers a fully integrated Azure experience
SCALE IN SECONDS
WITH BUILT-IN HIGH
AVAILABILITY
Stay up and running without the need for
additional replicas
Meet the most demanding spikes by elastically
scaling performance
Rely on easy and cost effective disaster recovery
set up with a single click
SECURE AND
COMPLIANT
Protect your data with up-to-date security and
compliance features with the Azure IP Advantage
- SOC2 - Compliant
- ISO 27001:2013 - Compliant
- ISO 27018:2014 -Compliant
- CSA STAR Certification - Compliant
- PCI DSS Level 1 – February 2018
- HIPAA / HITECH Act – February 2018
- ISO 27017:2015 – March 2018
- ISO 9001:2015 – March 2018
- ISO 22301:2012 – March 2018
- ISO/IEC 20000-1:2011 – March 2018
- VNET *by Q2 2018
SOC 2
Type 2
CSA STAR
Certification
Level 1
INDUSTRY-LEADING
GLOBAL REACH
Span with Azure’s availability in more regions
worldwide than any other cloud provider
- Currently in 22 of Azure’s 42 regions
worldwide
- All Azure regions will be coming with new
Generation 5 hardware
Generation 4
Generation 5
Generation 4 & 5
Coming
AI Dumb
Apps + insights
Social
LOB
Graph
IoT
Image
CRM INGEST STORE PREP & TRAIN MODEL & SERVE
Data orchestration
and monitoring
Data lake
and storage
Hadoop/Spark/SQL
and ML
.
IoT
Azure Machine Learning
T H E A I D E V E L O P M E N T L I F E C Y C L E
What is the Data Science VM?
https://aka.ms/dsvm/overview
Windows and Mac based
companion for AI development
Full environment set up (Python,
Jupyter, etc)
Embedded notebooks
Run History and Comparison
experience
New data wrangling tools
What Is It?
AI Powered Data Wrangling
Rapidly sample, understand, and
prep data
Leverage PROSE and more for
intelligent, data prep by example
Extend/customize transforms and
featurization through Python
Generate Python and Pyspark for
execution at scale
Experiment
Manage job for local and cloud experiments
Find support for Spark + Python + R (roadmap)
Execute jobs locally, on remote VMs (scale up),
on Spark clusters (scale out), or SQL on-premises
Create with Git-backed experimentation tracking of code,
config, parameters, and data
Discover and compare with detailed historical metadata
Local machine
Scale up to DSVM
Scale out with Spark on HDInsight
Azure Batch AI (Coming Soon)
ML Server
Experiment Everywhere
A ZURE ML
EXPERIMENTATION
Command line tools
IDEs
Notebooks in Workbench
VS Code Tools for AI
Azure Machine Learning Studio
Platform for emerging data scientists to
graphically build and deploy experiments
• Rapid experiment composition
• > 100 easily configured modules for
data prep, training, evaluation
• Extensibility through R & Python
• Serverless training and deployment
Some numbers:
• 100’s of thousands of deployed models
serving billions of requests
Language
Speech
Search
Machine
Learning
Knowledge Vision
Spell
check
Speech API
Entity linking
Recommendation
API
Bing
autosuggest
Computer
vision
Emotion
Forecasting
Text to
speech
Thumbnail
generation
Anomaly
detection
Custom
recognition
(CRIS)
Bing
image search
Web language
model
Customer
feedback
analysis
Academic
knowledge
OCR, tagging,
captioning
Sentiment
scoring
Bing
news search
Bing
web search
Text analytics
Cognitive Services APIs
Zoom on cognitive services : build applications that understand people
• Faces, images, emotion recognition and video intelligence
• Spoken language processing, speaker recognition, custom speech recognition
• Natural language processing, sentiment and topics analysis, spelling errors
• Complex tasks processing, knowledge exploration,
intelligent recommendations
• Bing engine capabilities for Web, Autosuggest, Image,
Video and News
“on the shelf”
Intelligence
Cognitive
Services
Seeing AI
Secured Unsecured
Secured Unsecured
Securing and managing the cloud foundation
JOINT RESPONSIBILITYMICROSOFT’S COMMITMENT
Physical assets
Datacenter operations
Cloud infrastructure
Securing and managing your cloud resources
Virtual machines
Applications & workloads
Data
Built-in security and management in Azure
Azure
Secure your cloud resources
Protect your data in the cloud
Monitor your cloud health
Internet Things
© Microsoft Corporation
Connected devices create profoundly
better customer experiences.
How does a consumer know the compressor
in their fridge needs to be replaced?
Option 1
Melted ice cream
Option 2
Predictive maintenance
It will change your
relationships with your
customers
© Microsoft Corporation
Observations on October 21, 2016 Botnet Attack
And, expose your
business to unequalled
risks…
Device security is a socioeconomic concern
Day 1 the attack is Technology headline in NY Times
Day 2 the attack is Politics headline
The attack exploited well-understood weaknesses
Weak common passwords, no early detection, no remote
update, etc.
Future attacks could be much larger
This attack was small; just 100k devices
Imagine a 100M-device attack
Future attacks could create huge liability exposure
Hackers could ”brick” an entire product line in a day
Actuating devices could cause property damage or loss
of life
© Microsoft Corporation
The internet security battle.
We’ve been fighting it for decades.
We have experience to share.
Highly-securedconnecteddevicesrequire7properties
Hardware
Root of Trust
Is your device’s identity
and software integrity
secured by hardware?
Defense
in Depth
Does your device remain
protected if a security
mechanism is defeated?
Small Trusted
Computing Base
Is your device’s TCB
protected from bugs in
other code?
Dynamic
Compartments
Can your device’s
security protections
improve after
deployment?
Certificate-Based
Authentication
Does your device use
certificates instead
of passwords for
authentication?
Failure
Reporting
Does your device
report back about
failures and
anomalies?
Does your device’s
software update
automatically?
Renewable
Security
= Silicon support required = OS support required = Cloud Service support required
© Microsoft Corporation
A new Azure Sphere class of MCUs,
from silicon partners, with built-in
Microsoft security technology provide
connectivity and a dependable
hardware root of trust.
A new Azure Sphere OS secured by
Microsoft for the devices 10-year
lifetime to create a trustworthy
platform for new IoT experiences
The Azure Sphere Security Service guards
every Azure Sphere device; it brokers trust
for device-to-device and device-to-cloud
communication, detects emerging threats,
and renews device security.
Azure Sphere is an end-to-end solution for securing MCU
powered devices
© Microsoft Corporation
Azure Sphere OS Architecture
App Containers for
POSIX (on Cortex-A)
App Containers for
I/O (on Cortex-Ms)
On-chip Cloud Services
HLOS Kernel
Security Monitor
Azure Sphere MCUs
OS Layer 4
OS Layer 3
OS Layer 2
OS Layer 1
Hardware
The Azure Sphere OS is optimized for IoT, Security
and MCU agility
On-chip Cloud Services
Provide update, authentication, and connectivity
Custom Linux kernel
Empowers agile silicon evolution and reuse of code
Security Monitor
Guards integrity and access to critical resources
Secure Application Containers
Compartmentalize code for agility, robustness & security
© Microsoft Corporation
The Azure Sphere Security Service connects and
protects
every Azure Sphere device
Protects your devices and your customers with
certificate-based authentication of all communication
Detects emerging security threats through
automated processing of on-device failures
Responds to threats with fully automated
on-device updates of OS
Allows for easy deployment of software updates to Azure
Sphere powered devices
Azure. Cloud for all.
@danvy
♥

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Azure Global Bootcamp 2018 Paris Keynote

  • 1. Azure. Cloud for all. @danvy
  • 3. Best Practices Reliability and Scalability on Azure
  • 10. Azure data services SQL Server Azure Security and Management On-premises infrastructure Azure services Azure Stack Data platform Security and management Unified cloud platform Common identity Azure Active Directory Active Directory The only consistent, hybrid cloud
  • 11. At the edge and disconnected Cloud application model on-premises Meet every regulatory requirement
  • 16. Millions of devices feed into Stream Analytics Store data in SQL Online Transform to structured data
  • 17. ACI provides infinite container-based scale The ACI Connector for K8s brings them together Kubernetes provides rich orchestration capabilities Azure Container Instances (ACI) ACI Connector for Kubernetes PREVIEW
  • 18. Azure Container Service (AKS) A fully managed Kubernetes cluster Managed Azure infrastructure services Docker Kubernetes • Managed control pane • Automated upgrades, patches • Easy cluster scaling • Self-healing • Cost savingsApplication architect Infrastructure architect Applications Operations
  • 19. © Microsoft Corporation High productivity development Azure Service Fabric
  • 20. © Microsoft Corporation Proven platform powering core Azure and Microsoft services Microsoft has deep expertise in running global services such as Cortana, Skype & Cosmos DB Service Fabric is the foundational technology powering these services & core Azure infrastructure Sample scale of one of these services: 60 billion events per day with millions of databases About 30% of Azure’s cores run Service Fabric directly. Service Fabric Manages Millions of Service upgrades weekly within Microsoft alone SQL { }Power BI Dynamics Intune Cortana Skype Cosmos DB IoT Hub Event Hub SQL Database
  • 22. Infrastructure Managed Containers Clusterless & Serverless Service Fabric Container Service AKS/Kubernetes App Service Functions Logic Apps VM VM Scale Sets Container Instances
  • 23.
  • 24.
  • 25.
  • 26. Big business Small business
  • 30.
  • 31.
  • 34. DevOps: the three stage conversation
  • 36. Plan 1 Monitor + Learn ReleaseDevelop + Test 2 Development Production Process 4 3
  • 37. DevOps Visual Studio Application Insights DevOps is the union of people, process, and products to enable continuous delivery of value to our end users.
  • 38. Code - Cloud first, then move on-premises One code base with multiple delivery streams Shared abstraction layer Single master branch, multiple release branches Update1 Update2 UpdateN VisualStudioTeam Services Team FoundationServer
  • 39. Building confidence Millions of users and most of Microsoft 22,781 23,462 26,080 28,068 29,487 32,061 32,956 33,830 35,138 36,452 36,964 37,851 41,024 44,438 48,033 50,108 53,367 57,727 58,493 60,768 61,760 62,169 62,804 61,362 65,392 66,037 69,405 68,194 70,974 73,101 73,452 75,713 75,197 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep 2015 2016 2017
  • 40.
  • 41.
  • 43. Challenges with IaaS/on-premises offerings: Tedious set-up and maintenance requirements Expensive and complex HA solutions Achieving end-to-end security Over-provisioning of resources to achieve scale Unpredictable costs CUSTOMERS WANT ENTERPRISE-GRADE MANAGED SERVICES FOR OPEN SOURCE DATABASES
  • 44. More choices and full integration into Azure’s ecosystem and services Managed community MySQL, PostgreSQL, and MariaDB Scale in seconds with built-in high availability Secure and compliantLanguages and frameworks of your choice Industry-leading global reach AZURE DATABASE SERVICES FOR MYSQL, POSTGRESQL, AND MARIADB Easy Lift and Shift Enterprise Ready My
  • 45. MANAGED COMMUNITY MYSQL, POSTGRESQL, AND MARIADB Focus on your apps by leaving the management and patching of your infrastructure and database to an enterprise-ready cloud service - Automatic updates - Automatic security fixes - Automatic new feature updates My
  • 46. LANGUAGES AND FRAMEWORKS OF YOUR CHOICE Build on your terms with a platform that supports your application development needs and offers a fully integrated Azure experience
  • 47. SCALE IN SECONDS WITH BUILT-IN HIGH AVAILABILITY Stay up and running without the need for additional replicas Meet the most demanding spikes by elastically scaling performance Rely on easy and cost effective disaster recovery set up with a single click
  • 48. SECURE AND COMPLIANT Protect your data with up-to-date security and compliance features with the Azure IP Advantage - SOC2 - Compliant - ISO 27001:2013 - Compliant - ISO 27018:2014 -Compliant - CSA STAR Certification - Compliant - PCI DSS Level 1 – February 2018 - HIPAA / HITECH Act – February 2018 - ISO 27017:2015 – March 2018 - ISO 9001:2015 – March 2018 - ISO 22301:2012 – March 2018 - ISO/IEC 20000-1:2011 – March 2018 - VNET *by Q2 2018 SOC 2 Type 2 CSA STAR Certification Level 1
  • 49. INDUSTRY-LEADING GLOBAL REACH Span with Azure’s availability in more regions worldwide than any other cloud provider - Currently in 22 of Azure’s 42 regions worldwide - All Azure regions will be coming with new Generation 5 hardware Generation 4 Generation 5 Generation 4 & 5 Coming
  • 51.
  • 52.
  • 53.
  • 54. Apps + insights Social LOB Graph IoT Image CRM INGEST STORE PREP & TRAIN MODEL & SERVE Data orchestration and monitoring Data lake and storage Hadoop/Spark/SQL and ML . IoT Azure Machine Learning T H E A I D E V E L O P M E N T L I F E C Y C L E
  • 55. What is the Data Science VM? https://aka.ms/dsvm/overview
  • 56. Windows and Mac based companion for AI development Full environment set up (Python, Jupyter, etc) Embedded notebooks Run History and Comparison experience New data wrangling tools What Is It?
  • 57. AI Powered Data Wrangling Rapidly sample, understand, and prep data Leverage PROSE and more for intelligent, data prep by example Extend/customize transforms and featurization through Python Generate Python and Pyspark for execution at scale
  • 58. Experiment Manage job for local and cloud experiments Find support for Spark + Python + R (roadmap) Execute jobs locally, on remote VMs (scale up), on Spark clusters (scale out), or SQL on-premises Create with Git-backed experimentation tracking of code, config, parameters, and data Discover and compare with detailed historical metadata
  • 59. Local machine Scale up to DSVM Scale out with Spark on HDInsight Azure Batch AI (Coming Soon) ML Server Experiment Everywhere A ZURE ML EXPERIMENTATION Command line tools IDEs Notebooks in Workbench VS Code Tools for AI
  • 60. Azure Machine Learning Studio Platform for emerging data scientists to graphically build and deploy experiments • Rapid experiment composition • > 100 easily configured modules for data prep, training, evaluation • Extensibility through R & Python • Serverless training and deployment Some numbers: • 100’s of thousands of deployed models serving billions of requests
  • 61. Language Speech Search Machine Learning Knowledge Vision Spell check Speech API Entity linking Recommendation API Bing autosuggest Computer vision Emotion Forecasting Text to speech Thumbnail generation Anomaly detection Custom recognition (CRIS) Bing image search Web language model Customer feedback analysis Academic knowledge OCR, tagging, captioning Sentiment scoring Bing news search Bing web search Text analytics Cognitive Services APIs
  • 62. Zoom on cognitive services : build applications that understand people • Faces, images, emotion recognition and video intelligence • Spoken language processing, speaker recognition, custom speech recognition • Natural language processing, sentiment and topics analysis, spelling errors • Complex tasks processing, knowledge exploration, intelligent recommendations • Bing engine capabilities for Web, Autosuggest, Image, Video and News “on the shelf” Intelligence Cognitive Services
  • 64.
  • 65.
  • 68. Securing and managing the cloud foundation JOINT RESPONSIBILITYMICROSOFT’S COMMITMENT Physical assets Datacenter operations Cloud infrastructure Securing and managing your cloud resources Virtual machines Applications & workloads Data
  • 69. Built-in security and management in Azure Azure
  • 70. Secure your cloud resources
  • 71. Protect your data in the cloud
  • 73.
  • 75. © Microsoft Corporation Connected devices create profoundly better customer experiences. How does a consumer know the compressor in their fridge needs to be replaced? Option 1 Melted ice cream Option 2 Predictive maintenance It will change your relationships with your customers
  • 76. © Microsoft Corporation Observations on October 21, 2016 Botnet Attack And, expose your business to unequalled risks… Device security is a socioeconomic concern Day 1 the attack is Technology headline in NY Times Day 2 the attack is Politics headline The attack exploited well-understood weaknesses Weak common passwords, no early detection, no remote update, etc. Future attacks could be much larger This attack was small; just 100k devices Imagine a 100M-device attack Future attacks could create huge liability exposure Hackers could ”brick” an entire product line in a day Actuating devices could cause property damage or loss of life
  • 77. © Microsoft Corporation The internet security battle. We’ve been fighting it for decades. We have experience to share.
  • 78. Highly-securedconnecteddevicesrequire7properties Hardware Root of Trust Is your device’s identity and software integrity secured by hardware? Defense in Depth Does your device remain protected if a security mechanism is defeated? Small Trusted Computing Base Is your device’s TCB protected from bugs in other code? Dynamic Compartments Can your device’s security protections improve after deployment? Certificate-Based Authentication Does your device use certificates instead of passwords for authentication? Failure Reporting Does your device report back about failures and anomalies? Does your device’s software update automatically? Renewable Security = Silicon support required = OS support required = Cloud Service support required
  • 79. © Microsoft Corporation A new Azure Sphere class of MCUs, from silicon partners, with built-in Microsoft security technology provide connectivity and a dependable hardware root of trust. A new Azure Sphere OS secured by Microsoft for the devices 10-year lifetime to create a trustworthy platform for new IoT experiences The Azure Sphere Security Service guards every Azure Sphere device; it brokers trust for device-to-device and device-to-cloud communication, detects emerging threats, and renews device security. Azure Sphere is an end-to-end solution for securing MCU powered devices
  • 80. © Microsoft Corporation Azure Sphere OS Architecture App Containers for POSIX (on Cortex-A) App Containers for I/O (on Cortex-Ms) On-chip Cloud Services HLOS Kernel Security Monitor Azure Sphere MCUs OS Layer 4 OS Layer 3 OS Layer 2 OS Layer 1 Hardware The Azure Sphere OS is optimized for IoT, Security and MCU agility On-chip Cloud Services Provide update, authentication, and connectivity Custom Linux kernel Empowers agile silicon evolution and reuse of code Security Monitor Guards integrity and access to critical resources Secure Application Containers Compartmentalize code for agility, robustness & security
  • 81. © Microsoft Corporation The Azure Sphere Security Service connects and protects every Azure Sphere device Protects your devices and your customers with certificate-based authentication of all communication Detects emerging security threats through automated processing of on-device failures Responds to threats with fully automated on-device updates of OS Allows for easy deployment of software updates to Azure Sphere powered devices
  • 82.
  • 83.
  • 84. Azure. Cloud for all. @danvy ♥