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DATA CULTURE 
SERIES
? 
Who is using Data to drive the future of their business? 
a)Yes 
b)No 
c)Not sure
? 
Who is using Predictive Analytics / Machine Learning yet? 
a)Yes 
b)No
Date 
Location 
16 September 
READING 
Data Culture series 
10 November 
LONDON 
FUTURE DECODED 
27 November 
READING 
Data Culture Series 
3 December 
READING 
Data Culture Series -first Azure Data Services track inclusion 
27 January 
LONDON 
Data Culture series 
24 February 
LEEDS 
Data Culture series 
24 March 
EDINBURGH 
Data Culture series 
8 April 
BIRMINGHAM 
Data Culture series 
12 May 
READING 
Data Culture series 
19 May 
LONDON 
Data Culture series
UK Business Lead for Data Insights 
6 
Jon Woodward : Connect & Follow 
6 
@JLWoodward 
www.linkedin.com/in/jonathanwoodward 
#DataCulture 
PowerBI 
APS 
AzureML 
DocumentDB 
Search 
EventHub 
Stream Analytics 
Hadoop
#DataCulture 
Interact & Post questions for the Panel
Time 
Location 
10:30 –11:30 
Keynote 
Ric Howe 
Anthony Saxby 
11:30 –12:30 
Big Data 
Data Science 
Business Intelligence 
Data Insights 
Azure Data Services 
Immersion Tracks -Overview 
12:30 –13:15 
Lunch & Expo 
13:15 –16:30 
Immersion (as above) 
Immersion Hands on 
15:00 -15:15 
Break &Expo 
15:15 -16:30 
Immersion (as above) 
Immersion Hands on 
16:30 –17:00 
Panel and Close 
17:00 
Finish
But what is Data Culture? 
1.Putting Data at the heart of the organisational thinking 
2.Being Data Driven –Taking decision using Data 
3.Putting Data into the hands of as many employees as possible 
4.Leverging data from the Edge 
5.Empowering individuals to leverage their own data and self- serve against organisational data sets 
6.Driving Data Culture from the top inc board level sponsor for Data (Chief Data Officer) 
7.Leverging Data and Data Science to change your business models and to better compete against your peers
The Age of Data Culture
people 
analytics 
data
data culturefor everyone 
Organization 
Department 
Individual 
People 
IT 
Developers
ubiquitous computing + ambient intelligence
data fuel forambient intelligence 
data exhaust fromubiquitous computing
technology gap
platform for ambient intelligence
[ 
]
speed 
[
speed 
[
speed 
[ 
speed 
[
data 
speed 
[
speed 
[
speed 
[
speed 
[ 
speed 
[
speed 
[
Data Science is far too complex today 
Software Development 
Data Exploration 
Math & Statistics Knowledge 
Machine Learning 
Data Management 
this must get simpler, 
it simply won’t scale!
Excel, Power BI for Office 365 
speed 
[ 
[
travel expenses
newest 
Azure Machine Learning 
Power BI Dashboards 
Azure Intelligent Systems Service 
Azure Data Factory
data platform 
Office 
Azure 
SQL Server 2014 
Excel 
SharePoint 
Power BI 
Storage 
SQL Database 
Intelligent Systems Service 
HDInsight 
Machine Learning 
Data Factory 
Analytics Platform System
data culturefor everyone
Modernising your Data Platform 
Anthony Saxby 
Cloud Data Platform Lead 
Microsoft UK
Big data 
26B 
By 2020, IoT will include 26B 
units, creating large quantities 
of data & generating >$300B 
in revenue for IoT suppliers 
Mobility Apps Cloud 
>50% 
More than half of information 
workers across 17 countries 
report using 3+ devices 
for work 
25% 
one quarter of external app 
implementation spending 
will be on mobility, cloud, 
analytics, & social, by 2016 
~50% 
nearly half of total IT spend 
will be cloud-related 
by 2020 
Devices: “Info Workers Will Erase Boundary Between enterprise And Consumer Technologies.” Forrester Research. August 30, 2012 
Apps: Gartner: “Predicts 2013: Business Impact of Technology Drives the Futures Application Services Market.” Nov. 21, 2012 
Big data: Paraphrased from "The Impact of the Internet of Things on Data Centers." Gartner Research, Feb 27, 2014 
Cloud: “Prepare For 2020: Transform Your IT Infrastructure And Operations Practice.” Forrester Research. Oct. 24, 2012
Cost 
Agility 
Service Levels
Performance 
CPU Performance Flattening Out 
Decreasing Cost of Memory 
$/GB of Memory 
1 
10 
100 
1,000 
10,000 
100,000 
1,000,000 
1990 
1991 
1992 
1993 
1994 
1994 
1995 
1996 
1997 
1998 
1999 
2000 
2000 
2001 
2002 
2004 
2005 
2007 
2008 
2009 
2011 
US$/GB 
0 
1 
10 
100 
1,000 
10,000 
100,000 
1,000,000 
10,000,000 
1970 
1975 
1980 
1985 
1990 
1995 
2000 
2005 
2010 
44
Drive Real-Time Business with Real-Time Insights 
Over 100x query speed and significant data compression with 
In-Memory ColumnStore 
Up to 30x faster transaction processing with In-Memory OLTP 
Greater performancewith In-Memory Analysis Services 
Billions of rows per second with PowerPivot In-Memory forExcel 
45 
Faster Insights 
IN-MEMORY ANALYTICS 
Faster Queries 
IN-MEMORY DW 
Faster Transactions 
IN-MEMORY OLTP
The entire DB doesn’t need to be In-Memory 
10x 
Faster performance 
In-Memory Flexibility 
Key Benefits 
Minimize capex as data volumes grow 
Access In-Memory and on-disk with a single query 
Don’t need to rewrite entire app 
with scalability and reduced operating costs 
Exponential growth 
On-Disk 
Application 
Warm and hot data 
Cold Data 
Single Query 
47
In-Memory 
OLTP 
35x faster performance 
Games 
No locks and latches 
“SQL Server 2014 has no lock and latch problem, meaning it can increase CPU usage up to 90 percent. 
What was even more surprising was that it ensured seamless handling of all requests without an error, even when CPU usage exceeds 90 percent.” 
-Lee Sangbong, Deputy Chief, CJ E&M Database Team
Key Benefits 
Quickly explore massive data volumes 
Dramatically compress data 
Over 100x faster query performance 
Accelerated Analytics with In-Memory 
“It can take up to 3 hours to aggregate data from billions of table rows…. (Now) it takes 45 minutes to update the index, and then reports can be run on-demand with sub-second response.” 
-Kevin Cornett, Stein Mart 
Faster time to insights 
Advanced data compression 
In-Memory ColumnStore 
Advanced Analytics with InMemory 
49 
10,800xfaster queries 
340x faster queries 
2,400xfaster queries
PHYSICAL HARDWARE LAYER 
DATACENTRE A 
PHYSICAL HARDWARE LAYER 
SQL 2000 
SQL 2000 
SQL 2008r2 SQL 2005 Cluster SQL 2005 
SAN (High I/O Capacity) 
DATACENTRE B 
SQL 2005 Cluster SQL 2000 SQL 2000 
SAN (High I/O Capacity) 
SQL 2005 
SQL 2005 
SQL 2008r2 SQL 2008r2 
SQL 2012 BI 
Timeline 
220001012458069 
SOQrLa 2c0l0e0 
SSQQLL 2 02102 1B2I 
Enterprise 
SSQQLL 2 02102 1B2I 
Enterprise
Virtualisation Overhead Reducing 
Proven SQL Server performance on an enterprise-class hypervisor 
0 
0.2 
0.4 
0.6 
0.8 
1 
0 
200 
400 
600 
800 
1000 
4 
8 
16 
32 
64 
Average Transaction Response Time (Sec) 
Transactions/Sec 
Virtual Processors Per VM 
Hyper-V Virtual CPU Scalabilitywith OLTP Workloads 
Enterprise Strategy Group 
Tested an existing SQL Server 2012 OLTP workload that was previously vCPU limited 
Increased Scale & Performance 
With Hyper-V’s support for 64 vCPUs per VM, testing showed a 6x performance increase, with a 5x improvementin transaction response time. 
2,870 SQL Server batch requests per secondwere recorded during the 64 vCPUtest. Microsoft documentation states “over 1,000 batch requests per second indicate a very busy SQL Server” 
0 
500 
1000 
1500 
2000 
2500 
3000 
3500 
4 
8 
16 
32 
64 
Batch Requests/Sec 
Virtual Processors Per VM 
Hyper-V Enabled SQL Batch Request Scalability 
0 
200 
400 
600 
800 
1000 
1200 
1400 
1600 
Physical 
Virtual 
Transactions/Sec 
Hyper-V OLTP Workload Analysis 
The 2 tests showed just a 6% differencebetween the brokerage application running on physical vs. virtual
APP 
APP 
APP 
VM IO 
Random IO 
But… HDD-based system are optimized for sequential IO 
VM 
VM 
VM 
“IO Blender” effect 
Virtualizing/consolidating randomizes IO 
Flash Storage removes this constraint allowing greater density levels and guaranteed performance
VirtualisationUse Case 
•Performance problems due to slow SAN 
•Wanted to use Always-on replication with Private Cloud
Hybrid Cloud Data Platforms 
55
Migrate Existing SQL Server Apps 
56 
Key Benefits 
Low TCO for existing apps 
New Migration Wizard 
Familiar development tools 
“We could just pick up our SQL installs, move them over to Azure VMs, and pick up where we left off." 
Adam Salvo, Trek 
OPTION 1 
OPTION 2 
VHD 
Database 
P2V 
V2V 
Fast, easy scalability 
Cut IT hosting costs by 
$15Kper month
SQL Server Develop & Test in the Cloud 57 
Key Benefits 
Reduce project overhead 
Speed time to market 
Secure, redundant source code 
“Telenor saved 70% on test, development and demo that could be turned off when finished to minimize their capital outlays,” 
Marius Pedersen, Telenor Group 
70% savings 
Ready in hours, not weeks 
Noresource limits 
SQL Server Dev Tools On-Premises 
Development Work Stations 
SQL Server On-Premises 
Deploy 
SQL Server in a Windows Azure Virtual Machine 
Test 
TFS in Windows Azure
On-premise network 
Backup and DR in the Cloud 
58 
Key Benefits 
Reduce CAPEX & OPEX 
Low RTO disaster recovery 
Speed global BI reporting 
“Recovery times have dropped from minutes to seconds… We’re seeing almost no data loss.” 
Speaker, Company 
Recover in seconds 
Significant costreductions 
Windows Azure 
Secondary replica 
Run backups 
Domain controller 
Primaryreplica 
Asynchronous commit 
Run BI reports 
VPN tunnel (Windows Azure Virtual Network) 
Secondary replica 
Synchronous commit
Create Hybrid Apps 
59 
Key Benefits 
Reduce CAPEX & OPEX 
Improve isolation ofinternal assets 
Greater global reach 
“We now have the capacity to add a lot more players and operators while not losing any application responsiveness” 
Thomas Pullen, BetOnSoft 
Improved availability & scalability 
10x 
the workload with real-time analytics 
In-House Data Center 
Azure-Hosted Marketing Apps 
Offloaded 
BI Workloads 
Metrics & 
Monitoring Apps 
Metrics Databases 
Viral MarketingDatabases 
OLTP DB 
AlwaysOn Primary 
AlwaysOn Synchronous Replicas 
Readable Secondaries 
Windows Azure 
Azure-Hosted Marketing Apps 
SQL Server 2012 AlwaysOn Cluster
Complete and consistent data platform
Explore the latest in SQL Server 
Visit www.microsoft.com/sqlto learn more about our latest innovations 
Evaluate SQL Server 2014 
Get hands on –visit Microsoft’s TechNet evaluation center and evaluate SQL Server 2014 today! 
Evaluate Windows Server 2012 R2 
Get hands on –visit Microsoft’s TechNet evaluation center and evaluate Windows Server 2102 R2 today! 
Microsoft Azure

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Data Culture Series - Keynote - 3rd Dec

  • 2. ? Who is using Data to drive the future of their business? a)Yes b)No c)Not sure
  • 3. ? Who is using Predictive Analytics / Machine Learning yet? a)Yes b)No
  • 4.
  • 5. Date Location 16 September READING Data Culture series 10 November LONDON FUTURE DECODED 27 November READING Data Culture Series 3 December READING Data Culture Series -first Azure Data Services track inclusion 27 January LONDON Data Culture series 24 February LEEDS Data Culture series 24 March EDINBURGH Data Culture series 8 April BIRMINGHAM Data Culture series 12 May READING Data Culture series 19 May LONDON Data Culture series
  • 6. UK Business Lead for Data Insights 6 Jon Woodward : Connect & Follow 6 @JLWoodward www.linkedin.com/in/jonathanwoodward #DataCulture PowerBI APS AzureML DocumentDB Search EventHub Stream Analytics Hadoop
  • 7. #DataCulture Interact & Post questions for the Panel
  • 8. Time Location 10:30 –11:30 Keynote Ric Howe Anthony Saxby 11:30 –12:30 Big Data Data Science Business Intelligence Data Insights Azure Data Services Immersion Tracks -Overview 12:30 –13:15 Lunch & Expo 13:15 –16:30 Immersion (as above) Immersion Hands on 15:00 -15:15 Break &Expo 15:15 -16:30 Immersion (as above) Immersion Hands on 16:30 –17:00 Panel and Close 17:00 Finish
  • 9. But what is Data Culture? 1.Putting Data at the heart of the organisational thinking 2.Being Data Driven –Taking decision using Data 3.Putting Data into the hands of as many employees as possible 4.Leverging data from the Edge 5.Empowering individuals to leverage their own data and self- serve against organisational data sets 6.Driving Data Culture from the top inc board level sponsor for Data (Chief Data Officer) 7.Leverging Data and Data Science to change your business models and to better compete against your peers
  • 10. The Age of Data Culture
  • 11.
  • 12.
  • 14. data culturefor everyone Organization Department Individual People IT Developers
  • 15. ubiquitous computing + ambient intelligence
  • 16. data fuel forambient intelligence data exhaust fromubiquitous computing
  • 18. platform for ambient intelligence
  • 19.
  • 20.
  • 21. [ ]
  • 30. Data Science is far too complex today Software Development Data Exploration Math & Statistics Knowledge Machine Learning Data Management this must get simpler, it simply won’t scale!
  • 31. Excel, Power BI for Office 365 speed [ [
  • 32.
  • 33.
  • 34.
  • 35.
  • 37. newest Azure Machine Learning Power BI Dashboards Azure Intelligent Systems Service Azure Data Factory
  • 38. data platform Office Azure SQL Server 2014 Excel SharePoint Power BI Storage SQL Database Intelligent Systems Service HDInsight Machine Learning Data Factory Analytics Platform System
  • 40.
  • 41. Modernising your Data Platform Anthony Saxby Cloud Data Platform Lead Microsoft UK
  • 42. Big data 26B By 2020, IoT will include 26B units, creating large quantities of data & generating >$300B in revenue for IoT suppliers Mobility Apps Cloud >50% More than half of information workers across 17 countries report using 3+ devices for work 25% one quarter of external app implementation spending will be on mobility, cloud, analytics, & social, by 2016 ~50% nearly half of total IT spend will be cloud-related by 2020 Devices: “Info Workers Will Erase Boundary Between enterprise And Consumer Technologies.” Forrester Research. August 30, 2012 Apps: Gartner: “Predicts 2013: Business Impact of Technology Drives the Futures Application Services Market.” Nov. 21, 2012 Big data: Paraphrased from "The Impact of the Internet of Things on Data Centers." Gartner Research, Feb 27, 2014 Cloud: “Prepare For 2020: Transform Your IT Infrastructure And Operations Practice.” Forrester Research. Oct. 24, 2012
  • 44. Performance CPU Performance Flattening Out Decreasing Cost of Memory $/GB of Memory 1 10 100 1,000 10,000 100,000 1,000,000 1990 1991 1992 1993 1994 1994 1995 1996 1997 1998 1999 2000 2000 2001 2002 2004 2005 2007 2008 2009 2011 US$/GB 0 1 10 100 1,000 10,000 100,000 1,000,000 10,000,000 1970 1975 1980 1985 1990 1995 2000 2005 2010 44
  • 45. Drive Real-Time Business with Real-Time Insights Over 100x query speed and significant data compression with In-Memory ColumnStore Up to 30x faster transaction processing with In-Memory OLTP Greater performancewith In-Memory Analysis Services Billions of rows per second with PowerPivot In-Memory forExcel 45 Faster Insights IN-MEMORY ANALYTICS Faster Queries IN-MEMORY DW Faster Transactions IN-MEMORY OLTP
  • 46.
  • 47. The entire DB doesn’t need to be In-Memory 10x Faster performance In-Memory Flexibility Key Benefits Minimize capex as data volumes grow Access In-Memory and on-disk with a single query Don’t need to rewrite entire app with scalability and reduced operating costs Exponential growth On-Disk Application Warm and hot data Cold Data Single Query 47
  • 48. In-Memory OLTP 35x faster performance Games No locks and latches “SQL Server 2014 has no lock and latch problem, meaning it can increase CPU usage up to 90 percent. What was even more surprising was that it ensured seamless handling of all requests without an error, even when CPU usage exceeds 90 percent.” -Lee Sangbong, Deputy Chief, CJ E&M Database Team
  • 49. Key Benefits Quickly explore massive data volumes Dramatically compress data Over 100x faster query performance Accelerated Analytics with In-Memory “It can take up to 3 hours to aggregate data from billions of table rows…. (Now) it takes 45 minutes to update the index, and then reports can be run on-demand with sub-second response.” -Kevin Cornett, Stein Mart Faster time to insights Advanced data compression In-Memory ColumnStore Advanced Analytics with InMemory 49 10,800xfaster queries 340x faster queries 2,400xfaster queries
  • 50. PHYSICAL HARDWARE LAYER DATACENTRE A PHYSICAL HARDWARE LAYER SQL 2000 SQL 2000 SQL 2008r2 SQL 2005 Cluster SQL 2005 SAN (High I/O Capacity) DATACENTRE B SQL 2005 Cluster SQL 2000 SQL 2000 SAN (High I/O Capacity) SQL 2005 SQL 2005 SQL 2008r2 SQL 2008r2 SQL 2012 BI Timeline 220001012458069 SOQrLa 2c0l0e0 SSQQLL 2 02102 1B2I Enterprise SSQQLL 2 02102 1B2I Enterprise
  • 51. Virtualisation Overhead Reducing Proven SQL Server performance on an enterprise-class hypervisor 0 0.2 0.4 0.6 0.8 1 0 200 400 600 800 1000 4 8 16 32 64 Average Transaction Response Time (Sec) Transactions/Sec Virtual Processors Per VM Hyper-V Virtual CPU Scalabilitywith OLTP Workloads Enterprise Strategy Group Tested an existing SQL Server 2012 OLTP workload that was previously vCPU limited Increased Scale & Performance With Hyper-V’s support for 64 vCPUs per VM, testing showed a 6x performance increase, with a 5x improvementin transaction response time. 2,870 SQL Server batch requests per secondwere recorded during the 64 vCPUtest. Microsoft documentation states “over 1,000 batch requests per second indicate a very busy SQL Server” 0 500 1000 1500 2000 2500 3000 3500 4 8 16 32 64 Batch Requests/Sec Virtual Processors Per VM Hyper-V Enabled SQL Batch Request Scalability 0 200 400 600 800 1000 1200 1400 1600 Physical Virtual Transactions/Sec Hyper-V OLTP Workload Analysis The 2 tests showed just a 6% differencebetween the brokerage application running on physical vs. virtual
  • 52. APP APP APP VM IO Random IO But… HDD-based system are optimized for sequential IO VM VM VM “IO Blender” effect Virtualizing/consolidating randomizes IO Flash Storage removes this constraint allowing greater density levels and guaranteed performance
  • 53. VirtualisationUse Case •Performance problems due to slow SAN •Wanted to use Always-on replication with Private Cloud
  • 54.
  • 55. Hybrid Cloud Data Platforms 55
  • 56. Migrate Existing SQL Server Apps 56 Key Benefits Low TCO for existing apps New Migration Wizard Familiar development tools “We could just pick up our SQL installs, move them over to Azure VMs, and pick up where we left off." Adam Salvo, Trek OPTION 1 OPTION 2 VHD Database P2V V2V Fast, easy scalability Cut IT hosting costs by $15Kper month
  • 57. SQL Server Develop & Test in the Cloud 57 Key Benefits Reduce project overhead Speed time to market Secure, redundant source code “Telenor saved 70% on test, development and demo that could be turned off when finished to minimize their capital outlays,” Marius Pedersen, Telenor Group 70% savings Ready in hours, not weeks Noresource limits SQL Server Dev Tools On-Premises Development Work Stations SQL Server On-Premises Deploy SQL Server in a Windows Azure Virtual Machine Test TFS in Windows Azure
  • 58. On-premise network Backup and DR in the Cloud 58 Key Benefits Reduce CAPEX & OPEX Low RTO disaster recovery Speed global BI reporting “Recovery times have dropped from minutes to seconds… We’re seeing almost no data loss.” Speaker, Company Recover in seconds Significant costreductions Windows Azure Secondary replica Run backups Domain controller Primaryreplica Asynchronous commit Run BI reports VPN tunnel (Windows Azure Virtual Network) Secondary replica Synchronous commit
  • 59. Create Hybrid Apps 59 Key Benefits Reduce CAPEX & OPEX Improve isolation ofinternal assets Greater global reach “We now have the capacity to add a lot more players and operators while not losing any application responsiveness” Thomas Pullen, BetOnSoft Improved availability & scalability 10x the workload with real-time analytics In-House Data Center Azure-Hosted Marketing Apps Offloaded BI Workloads Metrics & Monitoring Apps Metrics Databases Viral MarketingDatabases OLTP DB AlwaysOn Primary AlwaysOn Synchronous Replicas Readable Secondaries Windows Azure Azure-Hosted Marketing Apps SQL Server 2012 AlwaysOn Cluster
  • 60. Complete and consistent data platform
  • 61. Explore the latest in SQL Server Visit www.microsoft.com/sqlto learn more about our latest innovations Evaluate SQL Server 2014 Get hands on –visit Microsoft’s TechNet evaluation center and evaluate SQL Server 2014 today! Evaluate Windows Server 2012 R2 Get hands on –visit Microsoft’s TechNet evaluation center and evaluate Windows Server 2102 R2 today! Microsoft Azure