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HYBRID CLOUD 
Adoption roadmap
THE CASE FOR HYBRID 
CLOUD 
• Large resource allocation variance. E.g. Netflix reaches 
peak traffic in evenings, weekends & Christmas. 
• Disaster Recovery: a replica environment in stand-by 
mode in the public cloud. 
• Added-value services expensive to implement in-house 
at scale.
WHICH SERVICES BELONG TO 
THE PUBLIC CLOUD? 
• Services that exhibit large usage variance: 
1. Provision entirely in the public 
cloud. 
2. Overflow to the public cloud 
(not practical with frequent 
updates and strict synchronization 
requirements unless collocated). 
Client 
Elastic Cloud 
Fixed Resource Cloud 
LB Client 
• Services that are expensive to implement in-house and difficult to scale or provide 99.9% 
uptime. 
• Services with heavy interaction should stick together whether in public or private cloud.
WHICH SERVICES BELONG TO 
THE PRIVATE CLOUD? 
• Services with unique security requirements. 
• Services with unique privacy requirements. 
• Cost: very complicated to evaluate upfront. It 
drops 20% / year.
SERVICES LIKELY TO EXHIBIT 
USAGE VARIANCE 
• Media streaming. 
• Analytics usually running at the EoD. 
• All services during a corporate event such as the 
launch of a new product line.
SERVICES EXPENSIVE TO 
MAINTAIN IN-HOUSE 
• Geographically distributed private clouds 
• Content Delivery Networks (CDNs) 
• Media Transcoding 
• GPU cloud: very high cost upfront
DISASTER RECOVERY 
• Define recovery time (RTO - how much 
downtime) and recovery point (RPO - how much 
data lost) objectives. 
• Replicate VMs to cloud storage. 
• Replicate DBs to cloud DBs. 
• Create a deployment configuration ready to 
launch when disaster hits (cold-standby) or a small 
set of VMs that are always live (warm-standby). 
• Avoid early fail-over to DR environment as it will 
aggravate the damage: 
RPO+RTO < Recovery Time of Master.
DESIGN FOR THE CLOUD 
• Loose coupling: 
• Use publish/subscribe for service interactions. 
• Adopt share-nothing architectures, they scale better. 
• Fail fast: show an error immediately rather than a spinning wheel for 10 mins and then 
an error. 
• Favor monolithic app designs rather than a network of interconnected micro-services. 
• Favor automatic recovery rather than focus on diagnostics and logging. 
• Get familiar with cloud automation tools (puppet, chef, pallet, AWS CloudFormation, 
etc.).
DEPLOY FOR THE CLOUD 
• The Docker revolution: no more “works 
on my PC” statements. 
• Clear release path: 
• QA certifies Docker containers and 
pushes them to the repository. 
• DevOps perform rolling updates of the 
published containers. 
• Amazon, Google & Redhat have all jumped into it. It will probably 
affect everybody by mid next year.
• Storage cost dropped 
84% in 5 years. 
$ / GB 
0.3 
0.225 
0.15 
0.075 
HISTORIC PRICES 
AWS Google Microsoft 
2006 2012 2014 
• VM cost dropped 56% in 3 
years. 0.7 
0.525 
Hour 
0.35 
/ $ 0.175 
0 
AWS - m3.xlarge (15GB, 4 cores) 
2012 2013 2014 Sep 2014
CASE STUDY 
MAPMYFITNESS.COM 
• Allows users to map, record and share their exercise routes and workouts online 
(400,000 activities logged daily). 
• 17 million users. Peak traffic during weekends and sport events (Tour de France, etc.). 
• Both private & public cloud hosted with Rackspace. 
• Hybrid cloud used for: 
• Overflow traffic. 
• Testing and development. 
• Hosting event-type websites that are shorter lived.
NEXT STEPS 
• Move your public content to a CDN. 
• Build a DR environment in Amazon or Google and maintain 
it. 
• Use AWS Route 53 (DNS) to redirect traffic to geo-local 
data centers. 
• Deploy to more than one cloud provider: Amazon failed on 
the Christmas Eve of 2012 reflecting downtime to Netflix.

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Hybird Cloud - An adoption roadmap

  • 2. THE CASE FOR HYBRID CLOUD • Large resource allocation variance. E.g. Netflix reaches peak traffic in evenings, weekends & Christmas. • Disaster Recovery: a replica environment in stand-by mode in the public cloud. • Added-value services expensive to implement in-house at scale.
  • 3. WHICH SERVICES BELONG TO THE PUBLIC CLOUD? • Services that exhibit large usage variance: 1. Provision entirely in the public cloud. 2. Overflow to the public cloud (not practical with frequent updates and strict synchronization requirements unless collocated). Client Elastic Cloud Fixed Resource Cloud LB Client • Services that are expensive to implement in-house and difficult to scale or provide 99.9% uptime. • Services with heavy interaction should stick together whether in public or private cloud.
  • 4. WHICH SERVICES BELONG TO THE PRIVATE CLOUD? • Services with unique security requirements. • Services with unique privacy requirements. • Cost: very complicated to evaluate upfront. It drops 20% / year.
  • 5. SERVICES LIKELY TO EXHIBIT USAGE VARIANCE • Media streaming. • Analytics usually running at the EoD. • All services during a corporate event such as the launch of a new product line.
  • 6. SERVICES EXPENSIVE TO MAINTAIN IN-HOUSE • Geographically distributed private clouds • Content Delivery Networks (CDNs) • Media Transcoding • GPU cloud: very high cost upfront
  • 7. DISASTER RECOVERY • Define recovery time (RTO - how much downtime) and recovery point (RPO - how much data lost) objectives. • Replicate VMs to cloud storage. • Replicate DBs to cloud DBs. • Create a deployment configuration ready to launch when disaster hits (cold-standby) or a small set of VMs that are always live (warm-standby). • Avoid early fail-over to DR environment as it will aggravate the damage: RPO+RTO < Recovery Time of Master.
  • 8. DESIGN FOR THE CLOUD • Loose coupling: • Use publish/subscribe for service interactions. • Adopt share-nothing architectures, they scale better. • Fail fast: show an error immediately rather than a spinning wheel for 10 mins and then an error. • Favor monolithic app designs rather than a network of interconnected micro-services. • Favor automatic recovery rather than focus on diagnostics and logging. • Get familiar with cloud automation tools (puppet, chef, pallet, AWS CloudFormation, etc.).
  • 9. DEPLOY FOR THE CLOUD • The Docker revolution: no more “works on my PC” statements. • Clear release path: • QA certifies Docker containers and pushes them to the repository. • DevOps perform rolling updates of the published containers. • Amazon, Google & Redhat have all jumped into it. It will probably affect everybody by mid next year.
  • 10. • Storage cost dropped 84% in 5 years. $ / GB 0.3 0.225 0.15 0.075 HISTORIC PRICES AWS Google Microsoft 2006 2012 2014 • VM cost dropped 56% in 3 years. 0.7 0.525 Hour 0.35 / $ 0.175 0 AWS - m3.xlarge (15GB, 4 cores) 2012 2013 2014 Sep 2014
  • 11. CASE STUDY MAPMYFITNESS.COM • Allows users to map, record and share their exercise routes and workouts online (400,000 activities logged daily). • 17 million users. Peak traffic during weekends and sport events (Tour de France, etc.). • Both private & public cloud hosted with Rackspace. • Hybrid cloud used for: • Overflow traffic. • Testing and development. • Hosting event-type websites that are shorter lived.
  • 12. NEXT STEPS • Move your public content to a CDN. • Build a DR environment in Amazon or Google and maintain it. • Use AWS Route 53 (DNS) to redirect traffic to geo-local data centers. • Deploy to more than one cloud provider: Amazon failed on the Christmas Eve of 2012 reflecting downtime to Netflix.