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Tobias Börjeson, AWS Solution Architecture
Guy Kfir, AWS Marketplace
Migrating Large Scale Data Sets to the Cloud
with AWS Marketplace
Storage is the gravity
for cloud applications
Cloud Data Migration
Direct
Connect
Snow* data
transport
family
3rd Party
Connectors
Transfer
Acceleration
Storage
Gateway
Kinesis Firehose
The AWS Storage Portfolio
Object
Amazon GlacierAmazon S3
Block
Amazon EBS
(persistent)
Amazon EC2
Instance Store
(ephemeral)
File
Amazon EFS
Snow*
AWS Snow Family
Snowball Snowball Edge Snowmobile
Petabyte-scale
data migration
Compute & Storage for
Hybrid/Edge workloads
Exabyte-scale data
migration
Collect data Create job Copy data Moved to S3
Hybrid capabilities beyond data migrationMIGRATIONCOLLECTION
Create job Copy data Moved to S3
Snowball Edge key features
S3-compatible endpoint
File interface (NFS)
Clustering
Run AWS Lambda functions
Faster data transfer
Encryption
Snowball Edge can…
Extend of your
data center
Process data Expedite
move
Encrypted, secure,
and embedded
compute
Write data directly
as data is
generated
Offers a fast and
cost effective way
to ensure data
can be quickly
transferred to and
from the cloud
Simplify
data transfer
Uses standard
and familiar tools
for the data
transfer process
Snowball Edge: Remote Data Collection
Customer Example: Oregon State University
Collect and analyze oceanic and coastal images (60TB/week)
• Environmental and ocean ecosystem research
• Prior to Snowball, used many small HDDs – took weeks to months to upload
• $4MM+ in infrastructure investment -- Expensive and inefficient
“Snowball lets us migrate TBs of data in days, at a fraction of the cost”
S3 Transfer Acceleration
Amazon S3 transfer acceleration
S3 Bucket
AWS Edge
Location
Uploader
Optimized
Throughput!
Change your endpoint, not your code
Leverages 70 global edge locations
Optimized protocols
No firewall exceptions
No client software required
Amazon
Route 53
Resolve
b1.s3-accelerate.amazonaws.com
HTTPS PUT/POST
upload_files.zip
HTTP/S PUT/POST
“upload_files.zip”
Service traffic flow
Client to S3 Bucket example
S3 Bucket
b1.s3-accelerate.amazonaws.com
EC2 Proxy
AWS Region
AWS Edge Location
Customer Client
1
2
3
4
Rio De
Janeiro
Warsaw New York Atlanta Madrid Virginia Melbourne Paris Los
Angeles
Seattle Tokyo Singapore
Time[hrs]
500 GB upload from these edge locations to a bucket in Singapore
Public Internet
How fast is S3 Transfer Acceleration?
S3 Transfer Acceleration
On average, we have seen 171%
improvement over regular S3 when
uploading over long distances
Use Case: Media Upload
“S3 transfer acceleration reduces the average time it takes for
us to ingest videos from our global user base by almost half.
This gives our customers the ability to edit and share videos
sooner where speed is a critical factor. - Brian Kaiser, CTO
• Growing 30% per year
• Typical Friday during football season – over 35 hours of
video every minute is uploaded
Data in: User > S3-TA > S3 > Transcode > Redshift
Data out: S3 > CloudFront > User
S3-TA = >20% increase in upload and encoding speeds
Storage Gateway
Storage Gateway hybrid storage solutions
Enables using standard storage protocols to access AWS storage services
AWS Storage
Gateway
Amazon EBS
snapshots
Amazon S3
Amazon Glacier
AWS Identity and Access
Management (IAM)
AWS Key Management
Service (KMS)
AWS
CloudTrail
Amazon
CloudWatch
Files
Volumes
Tapes
File gateway
On-premises file storage maintained as objects in Amazon S3
Customer Premises
File
Gateway
Data stored and retrieved from your S3 buckets
One-to-one mapping from files-to-objects
File metadata stored in object metadata
Bucket access managed by IAM role you own and manage
Use S3 Lifecycle Policies, versioning, or CRR to manage data
GlacierS3
Standard
S3
Standard -
Infrequent
Access
HTTPS
NFS
v3 / v4.1
Application
Server
Enabling cloud workloads
Move data to AWS storage for Big Data, cloud bursting, or migration
“Storage Gateway has the promise to transform the way we move
data into the cloud. The NFS interface lets us easily integrate data
files from analytical instruments, and the transparent S3 storage
lets us easily connect our cloud-based applications and leverage the
powerful storage capabilities of S3.
With Storage Gateway, we can now unleash the full power of AWS
on our instrument data.”
Application
Server
Volume gateway
On-premises volume storage backed by Amazon S3 with EBS snapshots
Block storage in S3 accessed via the volume gateway
Compression of data in-transit and at-rest
Backup on-premises volumes to EBS snapshots
Create on-premises volumes from EBS snapshots
Up to 1PB of total volume storage per gateway
Amazon
EBS
snapshots
Storage Gateway
bucket in
Amazon S3
Customer Premises
Volume
Gateway
iSCSI HTTPS
Tiered storage to S3, Glacier, and EBS
Easily add AWS storage to your on-premises environment
“Storage Gateway is at the core of our disaster
recovery and business continuity (BCM) processes,
handling our Co-Lo'd OLTP and OLAP off site data
backups, as well as our in-office BCM. It works
transparently, in a lights out way, archiving off to a
separate AWS account with a simple grandfather-father-
son snapshot plan in place”.
Tape gateway
Virtual tape storage in Amazon S3 and Glacier with VTL management
Virtual tape storage in S3 and Glacier accessed via tape gateway
Data compressed in-transit and at-rest
Up to 1 PB total tape storage per gateway, unlimited archive capacity
Supports leading backup applications:
Archived Tapes
stored in
Amazon Glacier
MEDIA
CHANGER
TAPE
DRIVE
Customer Premises
Tape
Gateway
Virtual Tapes
stored in
Amazon S3
Backup
Server
HTTPSiSCSI
Backup, archive, and disaster recovery
Cost effective storage in AWS with local or cloud restore
“Tapes are a headache, prone with hardware
failures, offsite storage costs, and constant
maintenance needs. Storage Gateway
provided the most cost-effective and simple
alternative. We even got disaster recovery by
using a bi-coastal data center”.
Partner Solutions
Storage Partner Solutions
Technology Solutions vetted by the AWS Storage Competency Program
aws.amazon.com/backup-recovery/partner-solutions/ Note: Represents a sample of storage partners
Note: Dell-EMC, IBM and Veritas have solutions and are working towards competency requirements
Backup and RecoveryPrimary Storage Archive BCDR
Solutions that leverage file, block, object,
and streamed data formats as an
extension to on-premises storage
Solutions that leverage Amazon S3 for
durable data backup
Solutions that leverage Amazon Glacier
for durable and cost-effective long-term
data backup
Solutions that utilize AWS to enable
recovery strategies focused on RTO
and RPO requirements
Development
& Test
New
Applications
Digital & CX
Analytics
Mobile
DC Migration
Mission
Critical Apps
All In
This journey includes migrating existing
enterprise software to the cloud
Enterprise Software and the Journey to the
Cloud
Gartner Report "Market Insight: Cloud Computing's Drive to Digital Business Creates Opportunities for Providers.“ May 24, 2016
Jeffrey Mann, David Mitchell Smith, Ed Anderson, Jay Heiser, Yefim V. Natis, Thomas Bitman, Neville Cannon
“Cloud will increasingly be
the default option for
software deployment.”
Gartner
The Enterprise Software Portfolio Is In Transition
Software catalog starting position
• 10-40% in house developed applications
• 30% open source/free software
• 70% COTS software
• ~200+ software product vendors
• Large EA/ELAs for top 50 vendors
• Upgrade cascade over 1-3 years – too slow
• Windows workloads moving quickly
What We Hear from Customers
Challenges
• Software entitlement & deployment models
• Complex agreement management
• Constant renewal & replacement
• Out of date procurement mechanisms
• No single approved catalog of software i
Customers want to
• Rapidly innovate by buying and deploying software
solutions on-demand
• Simplify and streamline purchasing, license
management and invoicing
• Upgrade on demand
• Reduce cost while picking new standards
Source: AWS Marketplace Survey, Q1 2016
50% of apps migrate*
20% get abandoned*
30% are replace*
Submit
Publish
Preview
Test
• Ongoing catalog additions
• Version updates*
• Vendor supply portal
• Centralize digital assets
*Vendor dependent
• Sunset older versions
• Add instance type/region
• Actively monitor
health and expansion
• 7/24 scanning
• Vulnerability notifications
and removal/work-rounds
• MCO Team
AWS Marketplace – A Public Managed Catalog
Use third-party software to accelerate workload adoption on AWS
Procuring 3rd Party Software from AWS Marketplace
Customer Benefits
• Deploy software on demand
• Curated software from
trusted vendors
• Rapidly innovate
• Familiar technologies
• Simplified procurement
and deployment
• Billed through AWS
account
• Retire EDP
commitments
• Lower TCO
Platform Highlights
• Over 100K active customers
• 3,600+ listings
• Open-source and
commercial software
• Metered Billing
and BYOL
• Subscriptions for SaaS
• Private Pricing
for large deals
• Vendor-based support
• Available in
all new AWS regions
Security BIStorage MediaDatabaseNetworking DevOps
Categories Most Often Deployed
Sample Vendors in Category
Operating
Systems
• New APIs for software vendors to call
• Elastic pricing on dimensions tied
most closely to usage and value
• Single pane of glass for billing
and monitoring on AWS or in
AWS/hybrid scenarios
• All software charges shown on AWS Bill
Marketplace is enabling NEW flexible metering
On-premises Cloud
AWS invoice
SaaS and API Subscriptions
Now available in AWS Marketplace
NEW
Nov 16th
SaaS CONTRACTS
Now available in AWS Marketplace
NEW
April 18th
AWS Marketplace Usage and Pricing
• No SW costs for use of these products but customers are
still responsible for infrastructure costs
• Dominated by operating systems
• Buy perpetual SW licenses direct from the vendor and
deploy via Marketplace
• Customers can often transfer licenses from on-premises
(Migrations) and negotiate discounted pricing with ISVs
• Metered by time, users, bandwidth, hosts or data
• Pay for only what you use – costs are tied to usage and
can lower TCO for workloads with spiky traffic
• Free Trials available for many products
• Service completely managed and fulfilled by SaaS vendor
• Customer does not manage the infrastructure
• Available as subscriptions and contracts
Free /
Open
Source
Bring Your
Own
License
SaaS &
Contracts
Paid
Software
Free Trial
• Get Started on AWS Marketplace
with free trial & no commitment
• Converts to Metered after trial period
• Good for initial evaluation
Metered
• Pay for software and compute
capacity by the hour, users, data, etc.
• No long-term commitments
• Ideal for dev / test or spiky workloads
Annual
• Make a low, one-time payment and
receive a significant pricing discount
• Ideal for periodic and regular
workloads with constant traffic levels
Private Pricing
• Negotiated pricing between customer
& ISV & fulfilled on AWS Marketplace
• Customers able to get better terms
for large & long-term purchases
1. Audit or build your Software library as you move to the cloud
2. Standardize
3. Modernize or abandon
4. Compare choices to AWS Marketplace & find your preferred suppliers
5. Use BYOL and upgrade to newer versions
6. Shift to subscription: Pay-as-you-go or Duration Contracts
7. Consider AWS Marketplace as your public managed catalog
8. Manage private choices & republish and control for compliance on AWS Service
Catalog – your private catalog
9. Plug-in a Spend Management tool & track spend to asset
10. Innovate faster, apply launch controls, and reduce costs
What to do next? Ten options and suggestions
Bursting
Migration
Tiering
Accessing EFS
via Direct Connect
Storage
Gateway
Snowball
Edge
3rd Party
Ecosystem
AWS hybrid cloud storage choices
Thank You!

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Migrating Large Scale Datasets

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Tobias Börjeson, AWS Solution Architecture Guy Kfir, AWS Marketplace Migrating Large Scale Data Sets to the Cloud with AWS Marketplace
  • 2. Storage is the gravity for cloud applications
  • 3. Cloud Data Migration Direct Connect Snow* data transport family 3rd Party Connectors Transfer Acceleration Storage Gateway Kinesis Firehose The AWS Storage Portfolio Object Amazon GlacierAmazon S3 Block Amazon EBS (persistent) Amazon EC2 Instance Store (ephemeral) File Amazon EFS
  • 5. AWS Snow Family Snowball Snowball Edge Snowmobile Petabyte-scale data migration Compute & Storage for Hybrid/Edge workloads Exabyte-scale data migration
  • 6. Collect data Create job Copy data Moved to S3 Hybrid capabilities beyond data migrationMIGRATIONCOLLECTION Create job Copy data Moved to S3
  • 7. Snowball Edge key features S3-compatible endpoint File interface (NFS) Clustering Run AWS Lambda functions Faster data transfer Encryption
  • 8. Snowball Edge can… Extend of your data center Process data Expedite move Encrypted, secure, and embedded compute Write data directly as data is generated Offers a fast and cost effective way to ensure data can be quickly transferred to and from the cloud Simplify data transfer Uses standard and familiar tools for the data transfer process
  • 9. Snowball Edge: Remote Data Collection Customer Example: Oregon State University Collect and analyze oceanic and coastal images (60TB/week) • Environmental and ocean ecosystem research • Prior to Snowball, used many small HDDs – took weeks to months to upload • $4MM+ in infrastructure investment -- Expensive and inefficient “Snowball lets us migrate TBs of data in days, at a fraction of the cost”
  • 11. Amazon S3 transfer acceleration S3 Bucket AWS Edge Location Uploader Optimized Throughput! Change your endpoint, not your code Leverages 70 global edge locations Optimized protocols No firewall exceptions No client software required
  • 12. Amazon Route 53 Resolve b1.s3-accelerate.amazonaws.com HTTPS PUT/POST upload_files.zip HTTP/S PUT/POST “upload_files.zip” Service traffic flow Client to S3 Bucket example S3 Bucket b1.s3-accelerate.amazonaws.com EC2 Proxy AWS Region AWS Edge Location Customer Client 1 2 3 4
  • 13. Rio De Janeiro Warsaw New York Atlanta Madrid Virginia Melbourne Paris Los Angeles Seattle Tokyo Singapore Time[hrs] 500 GB upload from these edge locations to a bucket in Singapore Public Internet How fast is S3 Transfer Acceleration? S3 Transfer Acceleration On average, we have seen 171% improvement over regular S3 when uploading over long distances
  • 14. Use Case: Media Upload “S3 transfer acceleration reduces the average time it takes for us to ingest videos from our global user base by almost half. This gives our customers the ability to edit and share videos sooner where speed is a critical factor. - Brian Kaiser, CTO • Growing 30% per year • Typical Friday during football season – over 35 hours of video every minute is uploaded Data in: User > S3-TA > S3 > Transcode > Redshift Data out: S3 > CloudFront > User S3-TA = >20% increase in upload and encoding speeds
  • 16. Storage Gateway hybrid storage solutions Enables using standard storage protocols to access AWS storage services AWS Storage Gateway Amazon EBS snapshots Amazon S3 Amazon Glacier AWS Identity and Access Management (IAM) AWS Key Management Service (KMS) AWS CloudTrail Amazon CloudWatch Files Volumes Tapes
  • 17. File gateway On-premises file storage maintained as objects in Amazon S3 Customer Premises File Gateway Data stored and retrieved from your S3 buckets One-to-one mapping from files-to-objects File metadata stored in object metadata Bucket access managed by IAM role you own and manage Use S3 Lifecycle Policies, versioning, or CRR to manage data GlacierS3 Standard S3 Standard - Infrequent Access HTTPS NFS v3 / v4.1 Application Server
  • 18. Enabling cloud workloads Move data to AWS storage for Big Data, cloud bursting, or migration “Storage Gateway has the promise to transform the way we move data into the cloud. The NFS interface lets us easily integrate data files from analytical instruments, and the transparent S3 storage lets us easily connect our cloud-based applications and leverage the powerful storage capabilities of S3. With Storage Gateway, we can now unleash the full power of AWS on our instrument data.”
  • 19. Application Server Volume gateway On-premises volume storage backed by Amazon S3 with EBS snapshots Block storage in S3 accessed via the volume gateway Compression of data in-transit and at-rest Backup on-premises volumes to EBS snapshots Create on-premises volumes from EBS snapshots Up to 1PB of total volume storage per gateway Amazon EBS snapshots Storage Gateway bucket in Amazon S3 Customer Premises Volume Gateway iSCSI HTTPS
  • 20. Tiered storage to S3, Glacier, and EBS Easily add AWS storage to your on-premises environment “Storage Gateway is at the core of our disaster recovery and business continuity (BCM) processes, handling our Co-Lo'd OLTP and OLAP off site data backups, as well as our in-office BCM. It works transparently, in a lights out way, archiving off to a separate AWS account with a simple grandfather-father- son snapshot plan in place”.
  • 21. Tape gateway Virtual tape storage in Amazon S3 and Glacier with VTL management Virtual tape storage in S3 and Glacier accessed via tape gateway Data compressed in-transit and at-rest Up to 1 PB total tape storage per gateway, unlimited archive capacity Supports leading backup applications: Archived Tapes stored in Amazon Glacier MEDIA CHANGER TAPE DRIVE Customer Premises Tape Gateway Virtual Tapes stored in Amazon S3 Backup Server HTTPSiSCSI
  • 22. Backup, archive, and disaster recovery Cost effective storage in AWS with local or cloud restore “Tapes are a headache, prone with hardware failures, offsite storage costs, and constant maintenance needs. Storage Gateway provided the most cost-effective and simple alternative. We even got disaster recovery by using a bi-coastal data center”.
  • 24. Storage Partner Solutions Technology Solutions vetted by the AWS Storage Competency Program aws.amazon.com/backup-recovery/partner-solutions/ Note: Represents a sample of storage partners Note: Dell-EMC, IBM and Veritas have solutions and are working towards competency requirements Backup and RecoveryPrimary Storage Archive BCDR Solutions that leverage file, block, object, and streamed data formats as an extension to on-premises storage Solutions that leverage Amazon S3 for durable data backup Solutions that leverage Amazon Glacier for durable and cost-effective long-term data backup Solutions that utilize AWS to enable recovery strategies focused on RTO and RPO requirements
  • 25. Development & Test New Applications Digital & CX Analytics Mobile DC Migration Mission Critical Apps All In This journey includes migrating existing enterprise software to the cloud Enterprise Software and the Journey to the Cloud
  • 26. Gartner Report "Market Insight: Cloud Computing's Drive to Digital Business Creates Opportunities for Providers.“ May 24, 2016 Jeffrey Mann, David Mitchell Smith, Ed Anderson, Jay Heiser, Yefim V. Natis, Thomas Bitman, Neville Cannon “Cloud will increasingly be the default option for software deployment.” Gartner The Enterprise Software Portfolio Is In Transition Software catalog starting position • 10-40% in house developed applications • 30% open source/free software • 70% COTS software • ~200+ software product vendors • Large EA/ELAs for top 50 vendors • Upgrade cascade over 1-3 years – too slow • Windows workloads moving quickly
  • 27. What We Hear from Customers Challenges • Software entitlement & deployment models • Complex agreement management • Constant renewal & replacement • Out of date procurement mechanisms • No single approved catalog of software i Customers want to • Rapidly innovate by buying and deploying software solutions on-demand • Simplify and streamline purchasing, license management and invoicing • Upgrade on demand • Reduce cost while picking new standards Source: AWS Marketplace Survey, Q1 2016 50% of apps migrate* 20% get abandoned* 30% are replace*
  • 28. Submit Publish Preview Test • Ongoing catalog additions • Version updates* • Vendor supply portal • Centralize digital assets *Vendor dependent • Sunset older versions • Add instance type/region • Actively monitor health and expansion • 7/24 scanning • Vulnerability notifications and removal/work-rounds • MCO Team AWS Marketplace – A Public Managed Catalog
  • 29. Use third-party software to accelerate workload adoption on AWS Procuring 3rd Party Software from AWS Marketplace Customer Benefits • Deploy software on demand • Curated software from trusted vendors • Rapidly innovate • Familiar technologies • Simplified procurement and deployment • Billed through AWS account • Retire EDP commitments • Lower TCO Platform Highlights • Over 100K active customers • 3,600+ listings • Open-source and commercial software • Metered Billing and BYOL • Subscriptions for SaaS • Private Pricing for large deals • Vendor-based support • Available in all new AWS regions
  • 30. Security BIStorage MediaDatabaseNetworking DevOps Categories Most Often Deployed Sample Vendors in Category Operating Systems
  • 31. • New APIs for software vendors to call • Elastic pricing on dimensions tied most closely to usage and value • Single pane of glass for billing and monitoring on AWS or in AWS/hybrid scenarios • All software charges shown on AWS Bill Marketplace is enabling NEW flexible metering On-premises Cloud AWS invoice
  • 32. SaaS and API Subscriptions Now available in AWS Marketplace NEW Nov 16th
  • 33. SaaS CONTRACTS Now available in AWS Marketplace NEW April 18th
  • 34. AWS Marketplace Usage and Pricing • No SW costs for use of these products but customers are still responsible for infrastructure costs • Dominated by operating systems • Buy perpetual SW licenses direct from the vendor and deploy via Marketplace • Customers can often transfer licenses from on-premises (Migrations) and negotiate discounted pricing with ISVs • Metered by time, users, bandwidth, hosts or data • Pay for only what you use – costs are tied to usage and can lower TCO for workloads with spiky traffic • Free Trials available for many products • Service completely managed and fulfilled by SaaS vendor • Customer does not manage the infrastructure • Available as subscriptions and contracts Free / Open Source Bring Your Own License SaaS & Contracts Paid Software Free Trial • Get Started on AWS Marketplace with free trial & no commitment • Converts to Metered after trial period • Good for initial evaluation Metered • Pay for software and compute capacity by the hour, users, data, etc. • No long-term commitments • Ideal for dev / test or spiky workloads Annual • Make a low, one-time payment and receive a significant pricing discount • Ideal for periodic and regular workloads with constant traffic levels Private Pricing • Negotiated pricing between customer & ISV & fulfilled on AWS Marketplace • Customers able to get better terms for large & long-term purchases
  • 35. 1. Audit or build your Software library as you move to the cloud 2. Standardize 3. Modernize or abandon 4. Compare choices to AWS Marketplace & find your preferred suppliers 5. Use BYOL and upgrade to newer versions 6. Shift to subscription: Pay-as-you-go or Duration Contracts 7. Consider AWS Marketplace as your public managed catalog 8. Manage private choices & republish and control for compliance on AWS Service Catalog – your private catalog 9. Plug-in a Spend Management tool & track spend to asset 10. Innovate faster, apply launch controls, and reduce costs What to do next? Ten options and suggestions
  • 36. Bursting Migration Tiering Accessing EFS via Direct Connect Storage Gateway Snowball Edge 3rd Party Ecosystem AWS hybrid cloud storage choices