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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Shahbaz Alam
AWS Professional Services
August 2016
Cost Optimization at Scale:
Building and Realizing the
Economic Case for the AWS Cloud
What to expect….
We will introduce our approach for building
the business case for moving to the cloud
and share tips from some of our most
innovative customers who are able to
successfully architect for cost optimization
in order to realize the economics of the
AWS Cloud.
In the beginning . . .
…there was TCO
What is TCO?
Definition: Comparative total cost of ownership analysis (acquisition
and operating costs) for running an infrastructure environment end-to-end
on-premises vs. on AWS.
Used for:
1) Comparing the costs of running an entire infrastructure environment or
specific workload on-premises or in a co-location facility vs. on AWS
2) Budgeting and building the business case for moving to AWS
So how do we do it?
≠
TCO = acquisition costs + operations costs
Hardware—server, rack
chassis PDUs, Tor switches
(+maintenance)
Software—OS,
virtualization licenses
(+maintenance)
Facilities cost
Hardware—storage disks,
SAN/FC switches
Storage admin costs
Network hardware—LAN
switches, load balancer
bandwidth costs
Network admin costs
Server admin virtualization admin4
The diagram doesn’t include every cost item. For example, software costs can include database,
management, and middle-tier software costs. Facilities cost can include costs associated with upgrades,
maintenance, building security, taxes, and so on. IT labor costs can include security admin and application
admin costs.
Space Power Cooling
Facilities cost
Space Power Cooling
Facilities cost
Space Power Cooling
Server costs
Storage costs
Network costs
IT labor costs
1
2
3
illustrative
Resources to get you started
AWS TCO Calculator
https://awstcocalculator.com
Case studies and research
http://aws.amazon.com/economics/
Lowering TCO through cost optimization
On-
Premises
Lift & Shift Instance Right-
Sizing
Improved
Elasticity
Measure,
Monitor,
Improve
Optimized EC2 Storage
Optimization
Serverless
Architecture
Managed
Services
True AWS
Optimized
Traditional TCO Comparisons
So you’re feeling pretty good.
Until your CFO shows up with the bill.
Cost optimization is…
going from…
to…
pay for what you use
pay for what you need
Where do you start?
The four pillars of cost optimization
Right-sizing Reserved
Instances
Increase
elasticity
Measure,
monitor, and
improve
Right-sizing
Right-sizing
• Selecting the cheapest instance available
while meeting performance requirements
• Looking at CPU, RAM, storage, and network
utilization to identify potential instances that
can be downsized
• Leveraging Amazon CloudWatch metrics and
setting up custom RAM metrics
Rule of thumb: Right size, then reserve.
(But if you’re in a pinch, reserve first.)
Reserved Instances
Commitment level
1 year
3 year
AWS services offering RIs
Amazon EC2
Amazon RDS
Amazon DynamoDB
Amazon Redshift
Amazon ElastiCache
* Dependent on specific AWS service, size/type, and region
Reserved Instances
Step 1: RI Coverage
• Cover always-on resources.
Step 2: RI Utilization
• Leverage RI flexibility to increase utilization.
• Merge and split RIs as needed.
Rule of thumb: Target 70–80% always-on
coverage and 95% RI utilization rate.
Increase elasticity
Turn off nonproduction instances
• Look for dev/test, nonproduction instances that
are running always-on and turn them off.
Autoscale production
• Use Auto Scaling to scale up and down based
on demand and usage (for example, spikes).
Rule of thumb: Shoot for 20–30% of Amazon EC2
instances running on demand to be able to
handle elasticity needs.
Using right-sizing and elasticity to lower cost
More smaller instances vs. fewer larger instances
29 m4.large @ $0.12 /hr
$2,505.60 / mo*
59 t2.medium @ $0.052/hr
$2,208.96 / mo*
*Assumes Linux instances in the US-East (N. Virginia) Region at 720 hours per month
Putting it all together: case study
Challenge:
Minimizing unit costs
during a period of massive
growth.
A consistent measure of
CPU processing power
Elastic compute unit
(ECU)
The growth challenge
August 2014
August 2015
584 ECU
1,192 ECU
2x
YoY Compute Growth
33%
decrease in monthly
EC2 costs!
Solving the growth challenge
Step 1: Right-size and update instances
m1 on demand
$0.07 per ECU
c4 on demand
$0.02 per ECU
The impact of right-sizing
70% reduction
in unit cost
Step 2: Reserve
The impact of reservations
30% reduction
In unit cost
Putting it together
85% reduction
in unit cost!
Sounds pretty easy, right?
Not really.
In reality, it is very complex.
• Scale
• Behavioral change
• Visibility
• Ownership
Cost optimization governance
(Remember the fourth pillar?)
Uncovering the cost optimization opportunities
1. Auto-tag resources.
2. Identify always-on nonprod.
3. Identify instances to downsize.
4. Recommend RIs to purchase.
5. Dashboard our status.
6. Report on savings.
AWS options
Reserved Instances and right-sizing options
Example: reasonable optimization dashboard
Creating a culture of cost transparency
Targets and metrics Cloud Competency
Center
AWS Enterprise
Support
Case Studies
Active Policy Management & Automation
Improve
Reservation
Management
Model, manage & modify
reservations & customize
recommendations based
on budget.
Optimize
Performance
Rightsizing
Leverage integrated data
sources, define policies &
improve resource utilization
by workload
Implement
Governance &
Automation
Define policies to manage
cost, usage, performance &
security to optimize &
empower LOBs through
centralized governance
Simplify Management
Establish guidelines, automate tasks & provide recommendations
Managing the Cloud for Improved Efficiency
Recorded Future used CloudHealth to gain visibility across all with functional
business group. They generated reports that aligned infrastructure costs with
usage and performance. The analysis helped understand additional opportunities
for cost savings and provided recommendations for Reserved Instance
modifications and updated purchasing plans.
Case Study: Billing Optimization
More than 150
employee hours &
$75,000
Benefits realized from RI
modifications alone!
NewsCorp implemented CloudHealth Automated Tasks via policies for notification,
termination and start/stop of non-compliant infrastructure deployment, budget
overages, weekend usage lights-out rules, and reservation modifications.
Case Study: Automated Tasks
More than 21%
The amount saved in the
last year!
Putting it all together
Where to start
Set up a Cloud
Competency Center
Bring in the right
tools
Use metrics to
reinforce behavior
Use partners to
accelerate!
Cycle of cost optimization
✔
✔
✔
✔✘
✘
✘
✘
$
$
$
$
$
Thank You!

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Cost Optimization at Scale

  • 1. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Shahbaz Alam AWS Professional Services August 2016 Cost Optimization at Scale: Building and Realizing the Economic Case for the AWS Cloud
  • 2. What to expect…. We will introduce our approach for building the business case for moving to the cloud and share tips from some of our most innovative customers who are able to successfully architect for cost optimization in order to realize the economics of the AWS Cloud.
  • 3. In the beginning . . . …there was TCO
  • 4. What is TCO? Definition: Comparative total cost of ownership analysis (acquisition and operating costs) for running an infrastructure environment end-to-end on-premises vs. on AWS. Used for: 1) Comparing the costs of running an entire infrastructure environment or specific workload on-premises or in a co-location facility vs. on AWS 2) Budgeting and building the business case for moving to AWS
  • 5. So how do we do it? ≠
  • 6. TCO = acquisition costs + operations costs Hardware—server, rack chassis PDUs, Tor switches (+maintenance) Software—OS, virtualization licenses (+maintenance) Facilities cost Hardware—storage disks, SAN/FC switches Storage admin costs Network hardware—LAN switches, load balancer bandwidth costs Network admin costs Server admin virtualization admin4 The diagram doesn’t include every cost item. For example, software costs can include database, management, and middle-tier software costs. Facilities cost can include costs associated with upgrades, maintenance, building security, taxes, and so on. IT labor costs can include security admin and application admin costs. Space Power Cooling Facilities cost Space Power Cooling Facilities cost Space Power Cooling Server costs Storage costs Network costs IT labor costs 1 2 3 illustrative
  • 7. Resources to get you started AWS TCO Calculator https://awstcocalculator.com Case studies and research http://aws.amazon.com/economics/
  • 8. Lowering TCO through cost optimization On- Premises Lift & Shift Instance Right- Sizing Improved Elasticity Measure, Monitor, Improve Optimized EC2 Storage Optimization Serverless Architecture Managed Services True AWS Optimized Traditional TCO Comparisons
  • 9. So you’re feeling pretty good.
  • 10. Until your CFO shows up with the bill.
  • 11. Cost optimization is… going from… to… pay for what you use pay for what you need
  • 12. Where do you start?
  • 13. The four pillars of cost optimization Right-sizing Reserved Instances Increase elasticity Measure, monitor, and improve
  • 14. Right-sizing Right-sizing • Selecting the cheapest instance available while meeting performance requirements • Looking at CPU, RAM, storage, and network utilization to identify potential instances that can be downsized • Leveraging Amazon CloudWatch metrics and setting up custom RAM metrics Rule of thumb: Right size, then reserve. (But if you’re in a pinch, reserve first.)
  • 15. Reserved Instances Commitment level 1 year 3 year AWS services offering RIs Amazon EC2 Amazon RDS Amazon DynamoDB Amazon Redshift Amazon ElastiCache * Dependent on specific AWS service, size/type, and region
  • 16. Reserved Instances Step 1: RI Coverage • Cover always-on resources. Step 2: RI Utilization • Leverage RI flexibility to increase utilization. • Merge and split RIs as needed. Rule of thumb: Target 70–80% always-on coverage and 95% RI utilization rate.
  • 17. Increase elasticity Turn off nonproduction instances • Look for dev/test, nonproduction instances that are running always-on and turn them off. Autoscale production • Use Auto Scaling to scale up and down based on demand and usage (for example, spikes). Rule of thumb: Shoot for 20–30% of Amazon EC2 instances running on demand to be able to handle elasticity needs.
  • 18. Using right-sizing and elasticity to lower cost More smaller instances vs. fewer larger instances 29 m4.large @ $0.12 /hr $2,505.60 / mo* 59 t2.medium @ $0.052/hr $2,208.96 / mo* *Assumes Linux instances in the US-East (N. Virginia) Region at 720 hours per month
  • 19. Putting it all together: case study
  • 20. Challenge: Minimizing unit costs during a period of massive growth. A consistent measure of CPU processing power Elastic compute unit (ECU)
  • 21. The growth challenge August 2014 August 2015 584 ECU 1,192 ECU 2x YoY Compute Growth 33% decrease in monthly EC2 costs!
  • 22. Solving the growth challenge
  • 23. Step 1: Right-size and update instances m1 on demand $0.07 per ECU c4 on demand $0.02 per ECU
  • 24. The impact of right-sizing 70% reduction in unit cost
  • 26. The impact of reservations 30% reduction In unit cost
  • 27. Putting it together 85% reduction in unit cost!
  • 28. Sounds pretty easy, right? Not really. In reality, it is very complex. • Scale • Behavioral change • Visibility • Ownership
  • 30. Uncovering the cost optimization opportunities 1. Auto-tag resources. 2. Identify always-on nonprod. 3. Identify instances to downsize. 4. Recommend RIs to purchase. 5. Dashboard our status. 6. Report on savings.
  • 32. Reserved Instances and right-sizing options
  • 34. Creating a culture of cost transparency Targets and metrics Cloud Competency Center AWS Enterprise Support
  • 36. Active Policy Management & Automation Improve Reservation Management Model, manage & modify reservations & customize recommendations based on budget. Optimize Performance Rightsizing Leverage integrated data sources, define policies & improve resource utilization by workload Implement Governance & Automation Define policies to manage cost, usage, performance & security to optimize & empower LOBs through centralized governance Simplify Management Establish guidelines, automate tasks & provide recommendations
  • 37. Managing the Cloud for Improved Efficiency
  • 38. Recorded Future used CloudHealth to gain visibility across all with functional business group. They generated reports that aligned infrastructure costs with usage and performance. The analysis helped understand additional opportunities for cost savings and provided recommendations for Reserved Instance modifications and updated purchasing plans. Case Study: Billing Optimization More than 150 employee hours & $75,000 Benefits realized from RI modifications alone!
  • 39. NewsCorp implemented CloudHealth Automated Tasks via policies for notification, termination and start/stop of non-compliant infrastructure deployment, budget overages, weekend usage lights-out rules, and reservation modifications. Case Study: Automated Tasks More than 21% The amount saved in the last year!
  • 40. Putting it all together
  • 41. Where to start Set up a Cloud Competency Center Bring in the right tools Use metrics to reinforce behavior Use partners to accelerate!
  • 42. Cycle of cost optimization ✔ ✔ ✔ ✔✘ ✘ ✘ ✘ $ $ $ $ $