CDPB237 Eduardo Kassner Agenda Evolution IT to Cloud the Operational Transition Cloud Architecture considerations Paths to get there Sample Architectures a bit infra focused Case Studies ID: 639672
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Slide1Slide2
Architecting Effective Cloud Adoption Strategies
CDP-B237Eduardo KassnerSlide3
Agenda
Evolution
IT to
Cloud, the
Operational
Transition
Cloud Architecture considerations
Paths to get there
Sample Architectures (a bit infra focused)
Case StudiesSlide4
Top of Mind
Cloud Sprawl
Virtual Sprawl
Shadow IT / Rouge IT
Death of the Perimeter
Consumption
Culture / Management
Change
to a consumption model culture
Services and Applications
as a service
API
Manage Service and Applications
as
assets that depreciate and retire.
Data
Sprawl / Data Authority / Data Ownership / Data
TriangulationSlide5
EVOLUTIONSlide6
OPTIMIZED DATA CENTER
Well Managed
Infrastructure & Applications
CLOUD
Service Oriented
The Evolution
Silo-
ed
Efficiency
Host / Collocate
Legacy Application
Cost
Reduction
Re - platform
Legacy / Silo Application
New
Requirements
Re - write
Additional Functionality
I
nnovate
Expand
New Functionality
Scalability
Burst out
Cloud Native Application
Cloud Capability
Cloud Service
Expanding Legacy Platforms
To Modernizing Workloads
Silo-
ed
Architectures
App 1
Expansion
Expansion
Expansion
App 2
Expansion
Expansion
App 3
Expansion
Managing Platforms
Managing Services
On Premises
Legacy
App 1
Silo-
ed
Architectures
On Premises
Private Cloud
Leveraged
Infrastructure
App 2
Leveraged
Infrastructure
Off Premises
IaaS
– SaaS -
PaaS
Services
Service
Oriented
App 3
Identity
Application
Data
OS
Virtualization
HW
Storage
Network
Unix
Linux
Mainframe
Windows
X
Owning
compute
storage
network
Consuming
App Resource
silo #1
App Resource
silo #2
App Resource
silo #3Slide7
Silo-
ed
Efficiency
Host / Collocate
Legacy Application
Cost Reduction
Re - platform
Legacy / Silo Application
New Requirements
Re - write
Additional Functionality
Innovate
Expand
Constrained Capacity
Scalability
Burst out
Cloud Native Application
Cloud Capability Lead
Cloud Service
ModernizationSlide8
Thoughts on the effect of Cloud on Disaster Recovery
Online
Backup
Warm Site DR
Resilient Architecture
Recovery Time
seconds
days
COST
$
$$$
$$$ Cost Delta
Disk/Tape Backup
Offsite Backup
Cold Site
Hot
Site
Warm
SiteSlide9
* Not meant to be a comprehensive list of all services, for a complete list please visit azure.microsoft.com
APP SERVICES
NETWORKING & AUTOMATION SERVICES
COMPUTE SERVICES
DATA SERVICES
So what is Hybrid …
On
Premises Private Cloud
Automation
Health
Monitoring
Site-to-Site
VPN
Point-to-Site
VPN
Express Route
Azure Web Site
web roles
worker roles
Virtual Machines
Azure Mobile Services
TFS or
VS Online + GIT
Azure
AD
Multi-Factor
Auth
Azure Cache
Access Control
BizTalk Services
Media Services
Service
Bus
Notification Hub
Scheduler
SAN
Storage Spaces/SMB
Server Group #1
Server Group #2
VIRTUALIZATION
COMPUTE,
STORAGE
& NETWORKING
Physical Infrastructure (Servers/Storage/Networking
DEVICES & FACILITIES
NETWORKING, COMPUTE, STORAGE, APP SERVICES, AUTOMATION, DISASTER RECOVERY, DEV, TEST, UAT, etc.
… as a SERVICE
StorSimple
Cloud Integrated Storage
Azure Site Recovery
StorSimple
Virtual Appliance
Backup Service
Gallery
OS images
VHD
VHD data
disk
MySQL
database
SQL
Database
SQL Data Sync
HDInsight
(Hadoop)
storage queue
storage blob
storage table
Virtual
network
Automation
CDN
Availability Set
Azure load balancer
Auto-scale
Traffic Manager
File Server
Exchange
Active
Directory
My SQL
Oracle
LOB App
Commercial
App
SQL
APPLICATIONS &
SERVICES
JEE App
.NET App
Provisioning
Monitoring
Automation &
Self Service
Application Insight
IT Service Management
System Center 2012 R2Slide10
Customer Environment
Application Tier
Logic Tier
Database Tier
Isolated Virtual Network
INTERNET
Cloud Access & Firewall Layer
THREAT DETECTION:
DoS
/IDS
Layer
DOS/IDS Layer
DOS/IDS Layer
DOS/IDS Layer
Clients /
End Users
Microsoft Azure
443
443
Azure Storage
SQL Database
Azure Platform
Logical isolation for customer environments and data
Centralized management via SMAPI or the Azure Portal
No internet access by default
Intrusion detection and
DoS
prevention measures
Customer can deploy additional
DoS
/IDS measures within their virtual networks
Penetration testing
ExpressRoute
Peer
Customer Site
Private fiber connections to access compute, storage and more using
ExpressRoute
Azure Security
and
Compliance
Secure development, operations, and threat mitigation practices provide a trusted foundation
VPN
Site-to-Site
VPN
Remote Workers
Computers
Behind Firewalls
Point-to-Site
VPN
Customer Site
Enables connection from customer sites and remote workers to Azure Virtual Networks using Site-to-Site and Point-to-Site VPNs
Azure manages
compliance with:
ISO 27001
SOC1 / SOC2
HIPAA BAA
DPA / EU-MC
UK G-Cloud / IL2
PCI DSS
FedRAMP
Azure’s certification process is ongoing with annual updates and increasing breadth of coverage.
Partners
Azure provides a number of options for encryption and data protection.
Encryption
at RestSlide11
IT to CLOUD
THE OPERATIONAL TRANSITIONSlide12
Cloud ->
Developer
Solution Architect
(“solve the business problem”)
Relationship Manager
Enterprise Architect
(“urban planner”)
OpSupport
DevOps
(“built for monitoring, self-healing”)
Process Engineer
(“real-enough time”)
UI Designer
Business Architect
(“best use of assets”)
DBA
Information Architect
(“trustworthy data”)
Data Analyst
Tester
Scenario Focused Engineering
(“it works”)
SDET
Commoditized
Skills
Strategic
Skills for the New Era
UX Engineer
Thoughts Evolution of the IT SkillsetSlide13
Repository
Build
Test
Deploy
App
Ops
Process tools
Microsoft Ecosystem
Team Foundation Server
Team Foundation
Server
Microsoft
Test
Manager
Microsoft Monitoring
Agent
Service Manager
PowerShell
xPlat
CLI
WAML
Resource Groups
Visual Studio Online Application Insights
Team Foundation
Server
Release Management
for Visual Studio
Release Management
for Visual Studio
ONE
CONSISTENT PLATFORM
ON-PREMISES
SERVICE PROVIDER
Microsoft Azure
Release Management
for Visual Studio
System Center
Operations Manager
OR
TFVC
GIT
Automation Service
Microsoft ALM &
DevOpsSlide14
Microsoft Cloud Services Foundation Reference Model
By: Thomas W Shinder and
Jim
Dial
http://blogs.technet.com/b/cloudsolutions/archive/2013/08/15/cloud-services-foundation-reference-architecture-reference-model.aspx
Green
subdomains contain components that represent IT operational processes
Blue
subdomains contain technical capabilities components, which represent the functionality that is provided by hardware devices or software applications or
bothSlide15
CLOUD ARCHITECTURE
The evolutionSlide16
Resilient
service architecture
Integrates:
software
·
hardware
·
operations
·
business
Business Goals
·
Shared KPIs
Developer
Dev
-Ops Model
Realistic availability assumptions
Chaos MonkeyBug FixIncident Triage
Software Features
Operations
Capabilities
Service HealthSLA Compliance
Incident & Event ManagementUsage Model
Cost Control
Playbook
Public, Private, Hybrid Cloud
Workload Placement Capacity Advertisement
Real Time Availability
Maintenance WindowsWorkload migration
Abstraction Layer
Hardware
Physical Placement
Integrated Automation
Full Stack TCOStandardsCapacity Supply ChainResources
Datacenter
Availability
Manual Processes
Decision Support
Runtime TelemetryMachine Learning
Efficient PerformanceSlide17
Considerations … we should be thinking in new ways
Release
Agile
Record
Adjust
Accept
Dev #1
Dev n
Release
Accept
Feedback
Review
Track
Incorporate
Yes
No
SCRUM
Sprints
APPLICATION LIFECYCLE
MANAGEMENT
Business Architecture
Technical Architecture
Data Architecture
Service Architecture
Snowman Architecture
Roger Sessions
link
ARCHITECTURAL MODELS
INFRASTRUCTURE
100% virtualisation
100% automation
Support for multiple diverse workloads
Full end-to-end high-availability
Sub-system scale-out
Storage
Networking
Compute
Cost to serve reduction
Removal of middleware
Hardware platform agnostic
Just in time hardware provisioning
Horizontal Scaling (1Tier)
Auto Scaling (Multi Tier)
Queue
Workflow
Multi Site (4+1)
Busy Signal
Node Failure
Internet of Things
Media
… Many moreSlide18
PATHS TO GET THERESlide19
Catalogue your Applications into Architectural Types
Platform
Application
Applications
Data
OS
Access / Security
Front End
Capability
Servers
Storage
Networking
Facilities
Platform /
Architecture
On Premises
Legacy
App 1
Silo-
ed
Architectures
On Premises
Private Cloud
Leveraged
Infrastructure
App 2
Leveraged
Infrastructure
Off Premises
IaaS
– SaaS -
PaaS
Service
Oriented
App 3
Current Application
Catalogue
AdHoc
Managed
Service Oriented
Monolithic
Data Silos
Monolithic OS
Multiple ID’s
Multiple
Distributed
Data Integration
Data Warehouse
Distributed Processing
Consolidation
Web
Dynamic
Integration & Scaling
Big Data
Enterprise Content Management
Resource Pooling
Metering + Aggregation
Federation
Consolidation / Integration
Segregated Platforms
Segregated Storage
MB/GB
0.9999
Availability
Server Farms
Clustering
Storage Management
Virtualization
Load Balancing
Colocation
Resource Pooling
Massive Storage Scaling
Commoditization
Network Virtualization
Container
Evolving to Modular
Platform Silos
Virtualization
On Premise Private Cloud
Public Cloud (IaaS, SaaS,
PaaS
)Slide20
Cloud Adoption Cycle
Architectural Design
Application / Workload Architectural Design
Compute, Storage, Networking, Applications Services
Identity
Security
Networking / Connectivity
Compliance
Data Archival
DevOps
Build
Test
Configure
Deploy
Measure Consumption
Monitor / Manage
Scale
Common
Process
Patterns & PracticesTriggersNew Application Project / Business InitiativeTech Refresh
Workload Capacity GrowthHostingEnhanced SLAHigh Availability / Disaster Recovery
Lower Operational CostsNeeds
Discovery of capabilities
Selection of potential scenarios:App/Workload Consolidation
Disaster Recovery / BackupStorage / ArchivingCloud IdentityContent DeliveryMedia Hosting
Databases BI
Web Hosting
Infrastructure HostingE-Commerce
HPCBuildPilot ArchitectureChecklist: Identity, Security, Networking, Compliance, DevOps
TestValidate with Data
Validate Scaling and Resiliency
Service ManagementSelf Service
SLAScalingResiliencyCost evaluation
Objectives
Scenarios
BuildDeploy
DeployDeployment guidanceDeployment resources & team
Promotion to production with Identity, Security, Compliance and DevOps considerations
Continuous Enablement
Cloud cost managementCloud Reference Model and Standard Setting
SCRUM
SprintsSlide21
Roadmap for Cloud Adoption
Use Cloud Patterns
COMPLEXITY/RISK
Less
More
More
REWARD/BENEFIT
New Non-Mission
Critical Functionality
Virtualized Legacy
Functionality
Refactoring Existing Functionality
(Posturing for Cloud)
Migration of
Existing Functionality
Private, Data Intense
Functionality
New Mission Critical
Functionality Accessing Private Data
Scale Existing Workloads
Less
SaaS
IaaS
IaaS
PaaS
&
SaaSSlide22
Cloud Strategy
Approach
SaaS
PaaS
IaaS
Private Cloud
SaaS
SaaS
PaaS
IaaS
PaaS
IaaS
New Development
(Leveraging all cloud paradigms – 6 Cells)
Hybrid Cloud
(
IaaS
Lift and Shift;
IaaS
and
PaaS
New Deployments)
SaaS
(Business Architecture Led)
CLOUD STRATEGY
Public Cloud
Private Cloud
IaaS
PaaS
IaaS
VMs
HW
CONNECTIVITY
(Cross Discipline Team)
Infrastructure
Office
365
SharePoint Online
Exchange Online
OneDrive
Pro
Line of Business
Dynamics CRM
3
rd
Party Solutions
Yammer, Skype
Engineering & Operations Enabling
MDM - In Tune
DevOps -TFS
Public CloudSlide23
Hybrid
IT Cloud Strategy
Cloud Innovation Program
IT
Hybrid Cloud Management Platform (CMP)
On-Premise
Off-Premise
Virtual
Current: ~60%
Goal: ~95%
Physical
Current: ~40%
Goal: ~5%
Today
Tomorrow
Operational Costs
Cloud Migration
Networking
Connectivity
Cloud Abstraction Levels
Provisioning, Deployment, Monitoring, Management
Cloud
SaaS
Strategy
Move commoditized processes to
SaaS
as required capabilities are met.
Cloud PaaS Strategy
Move specific processes to PaaS as investments allow.Cloud IaaS StrategyMove the rest to IaaS(Azure VM role or Windows Azure Pack VM role)
Private Cloud
Public Cloud
Vision: All of Microsoft Runs in the CloudSlide24
Cloud Adoption
- Example
On-demand self-service
programmatic self-service provisioning supports variable usage scenarios like nightly test suites, on demand POC environments.
Broad network access
Improved public cloud network integration as well as improving device support
Resource pooling
pay by hour will increase utilization
Rapid elasticity
1 infrastructure for all environments delivers
Economy of scale
Larger resource pool for elasticity
Efficiency by removing environment differencesMeasured serviceNew pay by hour offering
Note: Augmented with projected Private Cloud efficiencies
HYBRID CLOUD CAPABILITIES
ProjectedSlide25
Path to build a Hybrid Cloud
Network Virtualization
Storage
Consolidation
Server Virtualization
(
Hyper-V, VMware, XEN
)
Scalability & Bursting
Cloud Sourcing ( Azure, AWS,
etc
)
Access & Information Protection
Management & AutomationHigh Availability
Role
Based Administration
DEFINE
THE FABRIC
Self Service Catalogue
Service ManagementChargeback / Show-back
AutomationMANAGE
CONSUMPTION
Service Dependencies
Application InsightSecurity & ProtectAvailability & Recovery
Dynamic OptimizationCapacity PlanningDashboardsMulti-Cloud Support (Physical, Virtual, Private, Hybrid, Public)
OPERATE &
MONITOR
Application Specification (Physical / Virtual / IaaS
/ PaaS or Hybrid)Service libraryDeployment Services
SERVICE ARCHITECTURE
Business Needs
Interconnections & DependenciesDelivery Channels, Screens
Resiliency, Scalability & ArchivalSecurity & ComplianceOperational ModelDEFINE
THE SERVICESSlide26
SAMPLE ARCHITECTURESSlide27
Hybrid Cloud Scenarios
Azure Backup
File Server
SQL
Exchange
Recovery
Encrypted Backup
VPN
Windows Backup
SC Data Protection Manager
Microsoft Azure
Azure Site Recovery
System Center
Virtual Machine
Manager
Recovery
plan
Health Monitor
System Center
Virtual Machine
Manager
Site A
Site
B
Hyper-V
Replica
Orchestrated Recovery in case of outage
Manage
Site
B
System Center
Virtual Machine
Manager
Site A
Replication
Recovery
Microsoft Azure
Microsoft Azure
Development /
Test (
SharePoint)
VPN
Remote Users
Admin
Active DirectorySlide28
Hybrid Cloud Scenarios
StoreSimple
Cloud
Integarted
Storage
100 up to 550 TB
Benefits
Consolidates primary, archive,
backup,
DR
thru seamless integration with Azure
Cloud Snapshots
De duplication
Compression
Encryption
Reduces
enterprise storage TCO by 60–80%
Warm data on SAS
Local Tier
Most
Active
Data
on
SSD
Application
Servers
Archiving -
StorSimple
– Cloud Storage
Encrypted Backup
Recovery
Policies
Automation
2
up to 20 TB
Deduplicated
Deduplicated
& Compressed
Deduplicated
, Compressed & Encrypted
VPN
StorSimple
Cloud Storage
File / Application
Servers
Archiving
Live Backups, Archives, and Disaster Recovery
Dramatic Cost Reduction
No Changes to Application Environment
File / Application
Servers
File shares
File share with integrated data protection
All-in-one primary data +
backup + live archives +
DR with de-duplication & Compression
Policies
Automated
Encrypted
SharePoint
SharePoint storage on
StorSimple
+ Azure
StorSimple
SharePoint Database Optimizer
Improved performance & scalability
Currently in use
Sporadic use
Archived for Retention
Hyper-V or
vSphere
Control Virtual Sprawl
Cloud-as-a-tier
Offload storage footprint
VMware Storage DRS Storage pools
Virtual Machine Archive
Regional VM Storage
Virtual Environment
SQL Server
Storage for Tier 2 – 3 SQL Databases
Integrated Backup, Restore & Disaster Recovery
StoreSimple
Archive Data
Benefits
Consolidates primary, archive, backup, DR thru seamless integration with Azure
Cloud Snapshots
De duplication
Compression
Encryption
Reduces enterprise storage TCO by 60–80%
Warm data on SAS
Local Tier
Most
Active
Data
on
SSD
Encrypted Backup
Recovery
De duplicated
De duplicated
& Compressed
De duplicated, Compressed & Encrypted
VPN
Microsoft AzureSlide29
Hybrid Cloud Scenarios
Infrastructure as a Service (3-Tier highly available example)
Availability Set
Load Balancing
Auto
Scaling
Tier 1
Availability Set
Tier 2
Auto
Scaling
SharePoint
Availability Set
Tier 3
Azure
Storage
SQL
Azure
Analytics
& Reporting
VPN
VPN
Web Site
Mobile
Service
HDInsight
(Hadoop)
Storage
BLOB
Storage
Table
Storage
Queue
Virtual Machines
VHD
Windows Azure
Cache
Windows Azure
CDN
Microsoft
Azure AD
Notification Hub
Active Directory
Users
Microsoft
Azure SDK
Developers
On Premises
Microsoft Azure
Platform as a Service (Connected Devices)
Connected Devices
Collect / Decode
Load Balancing
Auto
Scaling
Worker Roles
INGRESS NODES
Filter / Analyze / Aggregate
ANALYTICS NODE
Auto
Scaling
Worker Roles
Azure
Storage
Record
Reporting / BI
CONSUME
Azure
Storage
SQL
Azure
Analytics
& Reporting
Microsoft AzureSlide30
Hybrid Cloud Scenarios
Enterprise Mobility Suite
Hybrid Identity Management
Mobile Device Security& Management
Mobile Application Management
Strong Authentication & Access based Information Protection
Microsoft Azure Active Directory
Consumer identity providers
Active Directory
PCs and devices
Microsoft
apps
3rd party
clouds/hosting
ISV/CSV
apps
Custom
LOB apps
Encrypted Synchronization
Microsoft Azure AD
Microsoft Azure Multi-Factor Authentication
Active Directory
ADFS / SAML
Multi-Factor
Authentication
Server
Cloud Apps
Multi-Factor
Authentication
Server
Corporate devices
On Premises
Applications
BYOD / Personal devices
.NET, Java, PHP, …
Built-in
SDK for integration
Strong multi Factor Authentication
Real Time Fraud Alert
Reporting, Logging & Auditing
Enables compliance with
NIST
800-63 Level 3, HIPAA,
PCI DSS, and
other regulatory requirements
Microsoft Azure ADSlide31
SQL Server Hybrid Cloud Scenarios
SQL Backup tool for legacy
Manual Console Backup
Managed Backups
SQL Development
Publish
Compare
Sync
Import / Export
Register / Unregister
Management Portal
VPN
Dispersed Teams
Microsoft Azure
SQL Backup/Recovery
SQL Backup tool for legacy
Manual Console Backup
Managed Backups
Management Portal
VPN / Encrypted Data
Microsoft Azure
SQL Business Continuity
Primary
Secondary
Asynchronous Commit
Console 2014 / Scripts 2012
VPN
Backup
Availability Groups
Periodic Snapshots
Geo Replication
Disaster Recovery
Powering BI Apps
Microsoft AzureSlide32
File / Application
Servers
For example:
AD
File server
DNS
DHCSP
WSUS
Web Server
3
rd
Party App Server
Migration scenario 1
Uses default roles & features provided by OS
Used as a web application server
Uses 3
rd
party solution atop OS
Used as a database server
Migration scenario 2
Migration scenario 3
Migration scenario 4
Database
Servers
Windows Server 2003
EOS
Windows 2003 Physical or Virtual
Server
For example:
IIS +
.Net
Java WAS + J2EE
For example:
Custom software
ERP
CRM
Tools for Migration
:
Windows Server Migration Tool (WSMT)
Migration Guides
Tools for Migration
:
Web Deploy 3.5
In Azure, Consider Using
:
Active Directory Premium
IaaS
Azure Storage
ExpressRoute or VPN
For example:SQL ServerOracle
MySQLTools for Migration: MAP ToolkitSQL Server Migration Assistant (SSMA)
Tools for MigrationFollow the 9 Step Migration ProcessLeverage MCS & Partners (AppZero, Vision Solutions) Methods:
RefactorRevise
Replace/RetireMethods:RehostRefactorReplace/Retire
Methods:ReviseRebuildReplace/Retire
Methods:RefactorReviseRebuildReplace/Retire
In Azure, Consider Using
: Active Directory PremiumAzure Web SitesIaaSExpressRoute or VPN
In Azure, Consider Using: Active Directory PremiumIaaSOffice 365CRM OnlineExpressRoute or VPN
In Azure, Consider Using
: SQL AzureIaaSAdd-Ons (Azure Store)
ExpressRoute or VPNSlide33
SAP on Microsoft
Azure
On-Premises
VPN Device
SAP (Dev / Test / UAT)
Windows Server
&
SAP (C:)
Shared Pool (D:)
Windows Server (C:)
Shared Pool (D:)
SQL Server (E:)
.vhd file
.vhd file
.vhd file
.vhd file
.vhd file
SQL Server
Virtual Network
Blob Storage
On-Premises
On-Premises
Servers
SAP certifications
Microsoft Azure is certified for the following SAP products, with full support from Microsoft and SAP.
http://azure.microsoft.com/en-us/campaigns/sap/
SAP Product
Guest Operating System
RDBMS
Virtual Machine Types
SAP Business Suite Software
Windows
SQL Server
A5
SAP Business All-in-One
Windows
SQL Server
A5
SAP
NetWeaver
Application Server ABAP
1
Windows
SQL Server
A5
SAP HANA Developer Edition (including the HANA Client software comprised of SQLDBC, ODBO (Windows only), ODBC, AND JDBC drivers), HANA Studio, and HANA Database)
2
SUSE, Linux
N/A
A7, A8
Azure VPN
Gateway
1 Only
NetWeaver
7.00 and later SAP releases of
NetWeaver
are supported for deployment in Azure.
2
Customers can try SAP HANA Developer Edition on Azure using the
SAP Cloud Appliance Library
.Slide34
CASE STUDIES
NASDAQ
managing multiple petabytes of data and quintillions of records in their US Options and Equity archive
Dell
speeding performance of their website apps by up to 9x using In-Memory OLTP
Blinkbox
saving million by managing their video library in the cloud with Azure Media Services and
IaaS
Callaway Golf
using Windows Intune & System Center to manage laptops and tablets for their mobile salesforce and Microsoft Azure to manage their website during peak times
Mazda
using
StorSimple
and Azure to manage storage and backup in the cloudSlide35
ATM Manufacturer Quickly Creates ATM Management Solution Using Cloud Resources
. Headquartered in North Canton, OH, Diebold is a financial self-service, security and services corporation that is engaged primarily in the sale, manufacture, installation and service of self-service transaction systems, electronic and physical security products, and software and integrated systems for global financial and commercial markets. Diebold is the largest U.S. manufacturer of ATMs. Their top products and services include ATMs and Self-Service, Electronic Security, Assisted Transactions and Barrier, Managed Services, Maintenance Services, and Professional Services. They are using Azure for their smart banking initiative.
The Washington Post Builds "Truth Teller" App with Cloud-Based Speech-to-Text Service
. One way that The Washington Post is driving innovation on the Internet is through Truth Teller, a software-based, political fact-checker that uses Microsoft Azure Media Services Indexer speech-to-text service. With Indexer, The Post can more easily share its political expertise, has saved hundreds of thousands in development costs, and has made search results more useful to website visitors.
SAT is In
charge of all of Mexico’s tax-related
transactions
and needed to transform
to receive and validate electronic
invoices, as well as deploy new
portals
for taxpayers
to manage their electronic bills & electronic
billing, an
on-premises solutions was quoted to take a full year & cost US$1 million which was too much for SAT at the
time. We built in 4 months a solution that manages
2
Billion+
documents
annually, with 200+ documents/sec and avoided a large
investment associated with redundant datacenters setup, storage, bandwidth, hardware, software.Slide36
THANK YOU FOR YOUR TIME !!!Slide37
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