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© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
Backup and Archiving
in the AWS Cloud
John Downey, Amazon Web Services
March 26, 2014
Agenda
• Why AWS for Backup and Archive?
• AWS Global Infrastructure
• Backup and Archive Concepts
• Traditional vs. Cloud Approach
• Cloud Integrated Backup and Archive Gateways
• Data Ingestion Options
• AWS Storage and Archive Options
• Retrieve / Restore
• TCO
Why AWS for Backup and Archive?
Metered usage:
Pay as you go
No capital investment
No commitment
No risky capacity planning
Avoid opex and risks of
physical media
handling
Control your
geographic locality for
performance and
compliance
AWS Global Infrastructure
10 Regions
26+ Availability Zones
50+ Edge locations
AWS Regions and Availability Zones
Customer decides where applications and data reside
Asia Pacific (Tokyo) US West (Oregon)EU (Ireland)US East (N. Virginia)
US West (N. Cal)
(Asia Pacific) Singapore
AWS GovCloud (US) South America (Sao Paulo) Asia Pacific (Sydney)
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
Availability
Zone
China (Beijing - BETA)
Availability
Zone
Availability
Zone
Archive:
Data retained for the
long term, for
compliance or research
Backup:
Data retained to
support near-term
business continuity
Backup and Archive defined
Traditional Backup and Archive
Traditional Backup and Archive
• Time: Long/slow recovery time
• Money: Capital intensive with ongoing upgrades
• Effort: Complex to manage
• Quality: Low durability, Error Prone
Days or Weeks
Traditional Backup and Archive
• Backup Software
• Edge to core topologies
• Dedicated people
• Tape Silos / Tape Libraries
• Tape Drives (LTO-X / DLT / etc)
• Virtual Tape Libraries (VTLs)
• Tape out / Vaulting
• Unified Backup Solutions
• Deduplication
• Compression
• Encryption
Traditional Backup and Archive
Tape Systems
Traditional Backup and Archive
Virtual Tape Library
Cloud Backup and Archive
Cloud Backup and Archive
• Backup Software
• Edge to core topologies
• Single pane of glass
• Tape Silos / Tape Libraries
• Tape Drives (LTO-X / DLT / etc)
• Virtual Tape Libraries (VTLs)
• Tape out
• Unified Backup Solutions
• Deduplication
• Compression
• Encryption
Cloud Backup and Archive Topologies
1. Branch office backup to cloud
2. Core data center backup to cloud
3. Cloud backup to cloud
4. Hybrid cloud backup
Branch office backup to cloud
Considerations:
- Backup Software
- Storage / Caching Gateway
- WAN or Internet
- Deduplication
- Compression
- Encryption
- WAN Acceleration
Core data center backup to cloud
Considerations:
- Backup Software
- Storage / Caching gateway
- Direct Connect or Internet
- Telco Burst Models
- Time Warner Telecom
- Deduplication
- Compression
- Encryption
- WAN Acceleration
Cloud backup to Cloud
Applications running on EC2 backing up to S3 / Glacier
Considerations:
- Backup software
- Encryption
- Deduplication
- Compression
- Native S3 and Glacier
integration
- AMI Backup Appliance?
- AMI = Golden Master
- EBS Snaps / Scripting
Hybrid Cloud Backup
VPC – Datacenter #4
Single GUI for Management
Cloud Integrated Backup and Archive Gateways
AWS Storage Gateway
• On-premises, virtual iSCSI
storage appliance
• $125 / Month
• Local cache enables low
latency access to data
• Server Side Encryption (SSE)
• 5 TB of throughput per day
• Recover to Amazon EBS
AWS Storage Gateway-VTL
(Virtual Tape Library)
• On-premises, virtual tape library
storage appliance
• $125 / Month
• 10 virtual tape drives / 1500
virtual tape slots
• 150 TB local cache
– VTL – virtual tape library
• Restore in seconds from VTL
– VTS – virtual tape shelf
• Next Generation Offsite Vault
• 24 hour retrieval from VTS
• Encryption in transit and at rest
• Gateway VTL-AMI
AWS partner backup and archive solutions
Avere → S3-Glacier
AWS SGW → S3
AWS VTL → S3-Glacier
BridgeSTOR → S3-Glacier
CA Arcserve → S3
CA Mainframe → S3-Glaicer
Commvault → S3-Glacier
Ctera → S3
Druva → S3
Oracle RMAN + OSB Module → S3
Panzura → S3
Riverbed Whitewater → S3-Glacier
Sonian → S3
Veeam → S3-Glacier
Zmanda → S3
Avere Systems
S3
Glacier
• Scale-out, High Performance NAS accelerator
• S3 and Glacier integrated for NAS style archiving
Riverbed Whitewater
• Local caching appliance
• Presents NAS protocols
– CIFS / NFS
• Up to 30x deduplication
• Compression
• Encryption
• Key Management
• WAN Acceleration
• S3 and Glacier support
• AMI Available
Ctera
Commvault
• Unified platform integrates
Backup, Archive, Replication,
Analysis and Search, Alerting,
Reporting, and Tracking of all
data via a single common
code base
• Integrated with Amazon S3
and Amazon Glacier with
deduplication & encryption
support
• Single console management
Amazon S3 Amazon Glacier
Data Ingestion Options
Data Ingestion Options
AWS Direct Connect
Dedicated bandwidth between
your site and AWS
Internet
Transfer data in a secure SSL tunnel over
the public Internet
AWS Import/Export
Physical transfer of media into and
out of AWS
AWS Ingest Options
Internet / One Common Theme: Parallel Uploads
1. Multipart upload
2. Request rate optimization
3. TCP window scaling
4. TCP selective
acknowledgement
AWS has customers that ingest roughly 1 PB per day
AWS Ingest Options
AWS Direct Connect
• Private connectivity to AWS
– Physical connection – 1 Gbps or 10 Gbps
port
• Consistent network performance
• Consider burst models on ingest
• Reduces costs for bandwidth-
heavy outbound workloads
Locations
• CoreSite 32 Avenue of the Americas, NY
• CoreSite One Wilshire & 900 North Alameda, LA
• Equinix DC1 – DC6 & DC10 - DC11, Ashburn, VA
• Equinix SV1 & SV5, San Jose, CA
• Equinix SE2 & SE3, Seattle, WA
• Equinix SG2, Singapore
• Equinix SY3, Sydney
• Equinix TY2, Tokyo
• Eircom, Clonshaugh
• TelecityGroup Docklands, London
• Terremark NAP do Brasil, Sao Paulo
AWS Ingest Options
AWS Import/Export
• Rapidly move data into and
out of AWS
• Portable storage device
shipment to AWS
• Supports
– Amazon EBS
– Amazon S3
– Amazon Glacier
• Use cases
– Initial data migration
– Content distribution via portable
devices
– Disaster recovery
AWS Storage and Archive Options
AWS Storage and Archive Options
Amazon Simple Storage Service (S3)
Highly scalable object storage
1 byte to 5 TB in size
99.999999999% durability
Amazon Elastic Block Store (EBS)
High-performance block storage device
1 GB to 1 TB in size
Mount as drives to instances with
snapshot/cloning functionalities
Amazon Glacier
Long-term object archive
Extremely low cost per gigabyte
99.999999999% durability
AWS Storage and Archive Options
Amazon Elastic Block Store (EBS)
• High I/O block storage for Amazon EC2
• Point-in-time snapshots to Amazon S3
• 99.999999999% Durability
• Snapshot software is FREE
• Point-in-time snapshots across regions
AWS Storage and Archive Options
Amazon Simple Storage Service (S3)
• Durable and low cost
• Unlimited number of objects and volume
• Back up to Amazon S3 buckets via
HTTP/HTTPS
– Create scripts using PowerShell,
Perl, Python…
– Numerous solutions for data backup
• Authentication mechanisms ensure data
is kept secure
• Reduced redundancy storage (RRS)
option
AWS Storage and Archive Options
Amazon S3: Over 2 Trillion Total Objects
• Time: Instant access, any time, any where
• Money: Pay for what you store / 17 price reductions
• Effort: Scales as you grow
• Quality: 99.999999999% durability +2 Trillion
Objects
AWS Storage and Archive Options
Amazon Glacier
• $0.01 per GB/mo, $120 per TB/yr
• 3-5 hour data retrieval latency
• Archives: single file or zipped files
• Vaults: collection of archives
• Infinite archival storage
• 99.999999999% durability
• Immutable, encrypted by default
AWS Storage and Archive Options
Object Lifecycle Management: Amazon S3 → Amazon Glacier
→
• Seamlessly move data from Amazon S3 → Amazon Glacier
• 3-5 hour asynchronous retrieval
• Data lifecycle policies
• $0.01 per GB for Amazon Glacier costs
Retrieve / Restore
Retrieve / Restore back to On Premises Data Centers
Amazon
Glacier
Amazon S3
3-5 Hour
Retrieval
(staging)
Immediate
Restore
*Storage Gateway mitigates restores from cloud
Retrieve / Restore in AWS
$$
Hours
Amazon
Glacier
Amazon S3 Amazon EC2
/ HPC
Amazon
CloudFront
Generating
Business
Value
Mins / Seconds
Restore in AWS
Restore in AWS
Create
instances from
AMIs
Restore data
from backups
Restore in AWS
TCO: On-Premises Cost Considerations
1. Primary storage hardware (primary / remote site)
2. DR / Remote site storage hardware
3. Raw to utilized storage (both primary and DR)
4. Storage growth (cost of upgrades)
5. Storage management software and 3rd party tools
6. Professional services
7. Hardware maintenance
8. Software maintenance
9. Backup software
10.Backup hardware (primary / remote site)
11.Offsite tape storage / vault
12.Archive software
13.Archive hardware
14.Power
15.Cooling
16.Space
17.Labor
18.Cost of capital
19.Training
20.Asset depreciation
21.Migration
22.Decommission / remove
23.Recycle
Customer Stories
AWS Storage Gateway is used in a variety of ways
Jollibee (JFC) is using the AWS Storage Gateway to backup and
mirror their Oracle SQL server database from their on-premises
data center to AWS. JFC is the largest fast food chain in the
Philippines with revenues well over 2 Billion USD.. The Storage
Gateway also provides us access to the same database
snapshots for use in Amazon EC2, providing a cost-effective in-
cloud DR solution.
AWS Storage Gateway provided us the most cost
effective way to backup our SAP workloads to AWS, it is
helped us perform SAP System ‘refresh’ much faster and
in a more convenient way, backing up to S3 has also helped us
to prepare for DR & also run SAP Dev/QA restores easily on EC2
“Amazon Web Services and AWS Storage Gateway are great
assets that help us scale fast, store data in an ultra-secure
environment, spend more time on product development (rather
than disaster recovery & backup)
…By using AWS Storage Gateway, we went to just hours instead
of days to restore from backup.”
The large Japanese Retail chain uses AWS
Storage Gateway to share & store files in S3 and
drastically cut down it’s spend on premise NAS
footprint.
• Digital marketing agency, What’s Up
Interactive, offers managed hosting for
high-availability websites
• What’s Up Interactive wanted to expand
this service to include affordable backup
and disaster recovery (DR)
• What’s Up Interactive’s backup and DR
solution is anchored by Amazon S3, which
is designed to provide 99.999999999%
durability and 99.99% availability of
objects over a given year
AWS Allows What’s Up Interactive to Save Over $1M
AWS – Your Global Data Center for Backup and Archive
• Choose the region that fits your business and compliance needs
• 10 regions world wide – set up with a few clicks
• Broad range of backup/archive tools that are AWS integrated
• Low cost, reliable AWS Transport and Storage options
• Enhance Security Posture
• Increase Scalability
• Significantly Higher Data Durability
• All at a lower TCO
© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
THANK YOU
Please visit Abdul Sait’s DR session from
4:30-5:30
John Downey

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Backup and Archiving in the AWS Cloud

  • 1. © 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc. Backup and Archiving in the AWS Cloud John Downey, Amazon Web Services March 26, 2014
  • 2. Agenda • Why AWS for Backup and Archive? • AWS Global Infrastructure • Backup and Archive Concepts • Traditional vs. Cloud Approach • Cloud Integrated Backup and Archive Gateways • Data Ingestion Options • AWS Storage and Archive Options • Retrieve / Restore • TCO
  • 3. Why AWS for Backup and Archive? Metered usage: Pay as you go No capital investment No commitment No risky capacity planning Avoid opex and risks of physical media handling Control your geographic locality for performance and compliance
  • 4. AWS Global Infrastructure 10 Regions 26+ Availability Zones 50+ Edge locations
  • 5. AWS Regions and Availability Zones Customer decides where applications and data reside Asia Pacific (Tokyo) US West (Oregon)EU (Ireland)US East (N. Virginia) US West (N. Cal) (Asia Pacific) Singapore AWS GovCloud (US) South America (Sao Paulo) Asia Pacific (Sydney) Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone Availability Zone China (Beijing - BETA) Availability Zone Availability Zone
  • 6. Archive: Data retained for the long term, for compliance or research Backup: Data retained to support near-term business continuity Backup and Archive defined
  • 8. Traditional Backup and Archive • Time: Long/slow recovery time • Money: Capital intensive with ongoing upgrades • Effort: Complex to manage • Quality: Low durability, Error Prone Days or Weeks
  • 9. Traditional Backup and Archive • Backup Software • Edge to core topologies • Dedicated people • Tape Silos / Tape Libraries • Tape Drives (LTO-X / DLT / etc) • Virtual Tape Libraries (VTLs) • Tape out / Vaulting • Unified Backup Solutions • Deduplication • Compression • Encryption
  • 10. Traditional Backup and Archive Tape Systems
  • 11. Traditional Backup and Archive Virtual Tape Library
  • 12. Cloud Backup and Archive
  • 13. Cloud Backup and Archive • Backup Software • Edge to core topologies • Single pane of glass • Tape Silos / Tape Libraries • Tape Drives (LTO-X / DLT / etc) • Virtual Tape Libraries (VTLs) • Tape out • Unified Backup Solutions • Deduplication • Compression • Encryption
  • 14. Cloud Backup and Archive Topologies 1. Branch office backup to cloud 2. Core data center backup to cloud 3. Cloud backup to cloud 4. Hybrid cloud backup
  • 15. Branch office backup to cloud Considerations: - Backup Software - Storage / Caching Gateway - WAN or Internet - Deduplication - Compression - Encryption - WAN Acceleration
  • 16. Core data center backup to cloud Considerations: - Backup Software - Storage / Caching gateway - Direct Connect or Internet - Telco Burst Models - Time Warner Telecom - Deduplication - Compression - Encryption - WAN Acceleration
  • 17. Cloud backup to Cloud Applications running on EC2 backing up to S3 / Glacier Considerations: - Backup software - Encryption - Deduplication - Compression - Native S3 and Glacier integration - AMI Backup Appliance? - AMI = Golden Master - EBS Snaps / Scripting
  • 18. Hybrid Cloud Backup VPC – Datacenter #4 Single GUI for Management
  • 19. Cloud Integrated Backup and Archive Gateways
  • 20. AWS Storage Gateway • On-premises, virtual iSCSI storage appliance • $125 / Month • Local cache enables low latency access to data • Server Side Encryption (SSE) • 5 TB of throughput per day • Recover to Amazon EBS
  • 21. AWS Storage Gateway-VTL (Virtual Tape Library) • On-premises, virtual tape library storage appliance • $125 / Month • 10 virtual tape drives / 1500 virtual tape slots • 150 TB local cache – VTL – virtual tape library • Restore in seconds from VTL – VTS – virtual tape shelf • Next Generation Offsite Vault • 24 hour retrieval from VTS • Encryption in transit and at rest • Gateway VTL-AMI
  • 22. AWS partner backup and archive solutions Avere → S3-Glacier AWS SGW → S3 AWS VTL → S3-Glacier BridgeSTOR → S3-Glacier CA Arcserve → S3 CA Mainframe → S3-Glaicer Commvault → S3-Glacier Ctera → S3 Druva → S3 Oracle RMAN + OSB Module → S3 Panzura → S3 Riverbed Whitewater → S3-Glacier Sonian → S3 Veeam → S3-Glacier Zmanda → S3
  • 23. Avere Systems S3 Glacier • Scale-out, High Performance NAS accelerator • S3 and Glacier integrated for NAS style archiving
  • 24. Riverbed Whitewater • Local caching appliance • Presents NAS protocols – CIFS / NFS • Up to 30x deduplication • Compression • Encryption • Key Management • WAN Acceleration • S3 and Glacier support • AMI Available
  • 25. Ctera
  • 26. Commvault • Unified platform integrates Backup, Archive, Replication, Analysis and Search, Alerting, Reporting, and Tracking of all data via a single common code base • Integrated with Amazon S3 and Amazon Glacier with deduplication & encryption support • Single console management Amazon S3 Amazon Glacier
  • 28. Data Ingestion Options AWS Direct Connect Dedicated bandwidth between your site and AWS Internet Transfer data in a secure SSL tunnel over the public Internet AWS Import/Export Physical transfer of media into and out of AWS
  • 29. AWS Ingest Options Internet / One Common Theme: Parallel Uploads 1. Multipart upload 2. Request rate optimization 3. TCP window scaling 4. TCP selective acknowledgement AWS has customers that ingest roughly 1 PB per day
  • 30. AWS Ingest Options AWS Direct Connect • Private connectivity to AWS – Physical connection – 1 Gbps or 10 Gbps port • Consistent network performance • Consider burst models on ingest • Reduces costs for bandwidth- heavy outbound workloads Locations • CoreSite 32 Avenue of the Americas, NY • CoreSite One Wilshire & 900 North Alameda, LA • Equinix DC1 – DC6 & DC10 - DC11, Ashburn, VA • Equinix SV1 & SV5, San Jose, CA • Equinix SE2 & SE3, Seattle, WA • Equinix SG2, Singapore • Equinix SY3, Sydney • Equinix TY2, Tokyo • Eircom, Clonshaugh • TelecityGroup Docklands, London • Terremark NAP do Brasil, Sao Paulo
  • 31. AWS Ingest Options AWS Import/Export • Rapidly move data into and out of AWS • Portable storage device shipment to AWS • Supports – Amazon EBS – Amazon S3 – Amazon Glacier • Use cases – Initial data migration – Content distribution via portable devices – Disaster recovery
  • 32. AWS Storage and Archive Options
  • 33. AWS Storage and Archive Options Amazon Simple Storage Service (S3) Highly scalable object storage 1 byte to 5 TB in size 99.999999999% durability Amazon Elastic Block Store (EBS) High-performance block storage device 1 GB to 1 TB in size Mount as drives to instances with snapshot/cloning functionalities Amazon Glacier Long-term object archive Extremely low cost per gigabyte 99.999999999% durability
  • 34. AWS Storage and Archive Options Amazon Elastic Block Store (EBS) • High I/O block storage for Amazon EC2 • Point-in-time snapshots to Amazon S3 • 99.999999999% Durability • Snapshot software is FREE • Point-in-time snapshots across regions
  • 35. AWS Storage and Archive Options Amazon Simple Storage Service (S3) • Durable and low cost • Unlimited number of objects and volume • Back up to Amazon S3 buckets via HTTP/HTTPS – Create scripts using PowerShell, Perl, Python… – Numerous solutions for data backup • Authentication mechanisms ensure data is kept secure • Reduced redundancy storage (RRS) option
  • 36. AWS Storage and Archive Options Amazon S3: Over 2 Trillion Total Objects • Time: Instant access, any time, any where • Money: Pay for what you store / 17 price reductions • Effort: Scales as you grow • Quality: 99.999999999% durability +2 Trillion Objects
  • 37. AWS Storage and Archive Options Amazon Glacier • $0.01 per GB/mo, $120 per TB/yr • 3-5 hour data retrieval latency • Archives: single file or zipped files • Vaults: collection of archives • Infinite archival storage • 99.999999999% durability • Immutable, encrypted by default
  • 38. AWS Storage and Archive Options Object Lifecycle Management: Amazon S3 → Amazon Glacier → • Seamlessly move data from Amazon S3 → Amazon Glacier • 3-5 hour asynchronous retrieval • Data lifecycle policies • $0.01 per GB for Amazon Glacier costs
  • 40. Retrieve / Restore back to On Premises Data Centers Amazon Glacier Amazon S3 3-5 Hour Retrieval (staging) Immediate Restore *Storage Gateway mitigates restores from cloud
  • 41. Retrieve / Restore in AWS $$ Hours Amazon Glacier Amazon S3 Amazon EC2 / HPC Amazon CloudFront Generating Business Value Mins / Seconds
  • 45. TCO: On-Premises Cost Considerations 1. Primary storage hardware (primary / remote site) 2. DR / Remote site storage hardware 3. Raw to utilized storage (both primary and DR) 4. Storage growth (cost of upgrades) 5. Storage management software and 3rd party tools 6. Professional services 7. Hardware maintenance 8. Software maintenance 9. Backup software 10.Backup hardware (primary / remote site) 11.Offsite tape storage / vault 12.Archive software 13.Archive hardware 14.Power 15.Cooling 16.Space 17.Labor 18.Cost of capital 19.Training 20.Asset depreciation 21.Migration 22.Decommission / remove 23.Recycle
  • 46. Customer Stories AWS Storage Gateway is used in a variety of ways Jollibee (JFC) is using the AWS Storage Gateway to backup and mirror their Oracle SQL server database from their on-premises data center to AWS. JFC is the largest fast food chain in the Philippines with revenues well over 2 Billion USD.. The Storage Gateway also provides us access to the same database snapshots for use in Amazon EC2, providing a cost-effective in- cloud DR solution. AWS Storage Gateway provided us the most cost effective way to backup our SAP workloads to AWS, it is helped us perform SAP System ‘refresh’ much faster and in a more convenient way, backing up to S3 has also helped us to prepare for DR & also run SAP Dev/QA restores easily on EC2 “Amazon Web Services and AWS Storage Gateway are great assets that help us scale fast, store data in an ultra-secure environment, spend more time on product development (rather than disaster recovery & backup) …By using AWS Storage Gateway, we went to just hours instead of days to restore from backup.” The large Japanese Retail chain uses AWS Storage Gateway to share & store files in S3 and drastically cut down it’s spend on premise NAS footprint.
  • 47. • Digital marketing agency, What’s Up Interactive, offers managed hosting for high-availability websites • What’s Up Interactive wanted to expand this service to include affordable backup and disaster recovery (DR) • What’s Up Interactive’s backup and DR solution is anchored by Amazon S3, which is designed to provide 99.999999999% durability and 99.99% availability of objects over a given year AWS Allows What’s Up Interactive to Save Over $1M
  • 48. AWS – Your Global Data Center for Backup and Archive • Choose the region that fits your business and compliance needs • 10 regions world wide – set up with a few clicks • Broad range of backup/archive tools that are AWS integrated • Low cost, reliable AWS Transport and Storage options • Enhance Security Posture • Increase Scalability • Significantly Higher Data Durability • All at a lower TCO
  • 49. © 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc. THANK YOU Please visit Abdul Sait’s DR session from 4:30-5:30 John Downey