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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
CLOUD ECONOMICS:
HOW TO QUANTIFY THE BENEFITS OF MOVING TO THE CLOUD
Matt Johnson, Solutions Architect, Amazon Web Services
30 October 2017
Agenda
Total Cost of Ownership2.
Addressing TCO in AWS3.
Taking it further: Cost Optimisation4.
The AWS Difference1.
Cost-Conscious Design5.
What’s next?6.
The AWS Difference
What sets AWS apart?
Building and managing cloud since 2006
90+ services to support any cloud workload
16 Regions, 44 Availability Zones, 98+ edge locations
62 proactive price reductions to date
Tens of Thousands of partners;
4100+ Marketplace products
Experience
Service Breadth & Depth
Global Footprint
Pricing Philosophy
Community
Equipment
Resources and
Administration
Contracts Cost
No Up Front Expense
Pay for what you Use
Improve Time to
Market & Agility
Scale Up and
Down
Self-Service
Infrastructure
Traditional Infrastructure
Why are organisations choosing AWS?
AWS Cloud
AWS Global Infrastructure
16R e g i o n s
44A Z s
98Edge
Locations
Region & No. of Availability Zones
New Region (coming soon)
France
Sweden
Hong Kong
China
Bahrain
US GovCloud
Announced
Regions
Total Cost of Ownership
What is TCO?
Comparative Total Cost of Ownership analysis
(acquisition and operating costs)
for running an infrastructure environment
end-to-end on-premises vs. AWS.
Why Use TCO?
1. Comparing the costs of running an entire infrastructure
environment or specific workload on-premises or in a
co-location facility versus on AWS.
2. Budgeting and building the business case for moving
to cloud
3. Paralleling an existing AWS workload with an on
premises or co-location setup
Typical TCO considerations
Hardware – Server, Rack
Chassis PDUs, ToR
Switches (+Maintenance)
Software - OS,
Virtualization Licenses
(+Maintenance)
Facilities Cost
Hardware – Storage
Disks, SAN/FC Switches
Software - Backup
Network Hardware – LAN
Switches, Load Balancer
Bandwidth costs
Software – Network
Monitoring
Server Admin, Virtualization Admin, Storage Admin, Network Admin, Support Team
Diagram doesn’t include every cost item. E.g. software costs can include database, management, middle tier software costs. Facilities cost can include
costs associated with upgrades, maintenance, building security, taxes etc. IT labor costs can include security admin and application admin costs.
Space Power Cooling
Project planning, Advisors, Legal, Contractors, Managed Services,
Training, Cost of capital
Business Value:
Cost of delays
Risk premium
Competitive abilities
Governance
Etc.
IT Labor Costs
Network Costs
Storage Costs
Server Costs
4
1
2
3
Extras5
Facilities Cost
Space Power Cooling
Facilities Cost
Space Power Cooling
TCO for On-premises v. AWS
≠
Comparing TCO isn’t easy
Traditional Data Centre
& Co-Location
What’s missing from a traditional TCO?
Economic Criteria Category
Infrastructure Comparison
Capacity Planning Benefits
Financial Benefits of Innovation
Cost Avoidance
Workforce Productivity
Accelerated Time To Value/Market
Cost to Achieve (Migration, Platform, Training)
Legacy Constraints
Included Partially Included Not Included
On-premises capacity planning
Used IT
Capacity
Idle
Capacity
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
On-Premises IT
Compute	capacityTotal
Studies by Gartner, McKinsey and the
Uptime Institute have stated that typical
data centers are on average
less than 50% utilized
www.uptimeinstitute.org
anthesisgroup.com/wp-content/uploads/2014/08/Data-Center-Issue-Paper-final826.pdf
www.nytimes.com/2012/09/23/technology/data-centers-waste-vast-amounts-of-energy-belying-industry-image.html
A typical on-premises compute
environment is massively underutilized
Why is on-premises so underutilised?
Fluctuating/“Spiky” Part-time Cyclical
Peak
Peak
Peak
Part of this can be explained by buying for
“peak load” requirements with inflexible infrastructure
Why is on-premises built for peak?
Initial
Fixed
Capacity
Utilisation
Unused Capacity = Wasted $
Downtime,
Lost Customers,
Lost Revenue
(Impossible to measure)
More Wasted $
Time
Initial questions to consider when exploring TCO
Capacity
Planning
1 How do you plan for capacity?
How many servers have you added in the past year? Anticipating next year?
Can you switch your hardware on and off and only pay for what is used?
Utilization
2
What is your average server utilization?
How much do you overprovision for peak load?
Operations
3 Will you run out of data center space some time in the future?
What was your last year power utility bill for the data center(s)?
Have you budgeted for both average and peak power requirements?
Optimization
4
Are you on AWS today?
Are you cost-optimized (Auto Scaling, RIs, Spot, Instances turn on/off)?
Addressing TCO in AWS
How do customers lower their TCO with AWS?
Source: IDC Whitepaper, sponsored by Amazon, “The Business Value of Amazon Web Services Accelerates Over Time.” December 2013
“Customers will have spent 63.4% more on average on-prem or in co-location”
Remove over
provisioning and
move to a “pay for
what you use”
model
Economies of scale
allow AWS to
continually lower
costs
Pricing model
choice to support
variable & stable
workloads
Save more money
as you grow
bigger
1 2 3 4
1. Lower over-provisioning via “elasticity”
Traditional approaches to capacity management:
1. Lower over-provisioning via “elasticity”
Auto Scaling allows you to:
• React dynamically to changes in load
• Schedule regular workloads
• Optimise your instance usage
• Reduce over-provisioning
Complimentary service!
2: AWS Economies of Scale
Reduced
Prices
More
Customers
More AWS
Usage
More
Kit
Economies
of Scale
Lower Costs
Ecosystem
Global Footprint
New Features & Services
Infrastructure Innovation
We pass the savings along to our
customers in the form of low
prices and continuous reductions
(62 reductions to-date)
Continually lowering prices
for customers is in our DNA
3. Pricing models
On-demand Reserved Spot
When to use Reserved Instances?
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
Amazon EC2 Spot Instances
Allow you to bid on spare Amazon EC2 computing capacity
for up to 90% off the normal on-demand price.
Applications that
have flexible start
and end times
Applications that
are only feasible at
very low compute
prices
Users with urgent
computing needs
for large amounts
of additional
capacity
With Spot the rules are simple
Markets where the price of
compute changes based on
supply and demand
You’ll never pay more than your
bid. When the market exceeds
your bid you get 2 minutes to
wrap up your work
4. Save money as you grow
0.024 GB/month 0.023 GB/month 0.022 GB/month
First 50 TB
per month
Next 450 TB
per month
Over 500 TB
per month
Cost Optimisation
On-
Premises
Lift &
Shift
Instance
Right-Sizing
Improved
Elasticity
Storage
Optimization
Optimized
Lift and Shift
Measure
Monitor and
Improve
Serverless
Architecture
Managed
Services
Replatformed,
AWS
Optimized
Traditional TCO Comparisons
Modelling Cost Optimisation
The Five Pillars of Cost Optimization
Right-Sizing Your
Instances
Pick the Right
Pricing Model
Increase
Elasticity
Measuring &
Monitoring
Match usage to
storage class
Right-sizing instances
Selecting the cheapest instance available while
meeting performance requirements
Look at CPU, RAM, storage, and network
utilisation 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.)
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
Match usage to storage classes
Amazon S3
Designed to store and access any type of data
over the Internet
Amazon Elastic File System
Simple, scalable file storage for use with
Amazon EC2 instances in the AWS Cloud
Amazon Elastic Block Storage
Block-level storage that serves as a virtual
hard drive for your Amazon EC2 instance
Amazon Glacier
Low-cost and highly durable storage
service for long-term backup and archive
of any type of data
AWS Storage Gateway
Seamlessly links your on-premises
environment to Amazon cloud storage
Amazon CloudFront
Amazon CloudFront is a global content
delivery network (CDN) service
Serverless architectures
No Server
Management
Flexible
Scaling
High
Availability
No Idle
Capacity
Measure, monitor and improve
Amazon CloudWatch
Monitor AWS resources Monitor Custom MetricsSet Alarms
View Graphs and
Statistics
Monitor and React to
Resource Changes
Metrics & Targets
% Instances turned off daily
% of Instances right-sized
% Always-on Resources covered by RIs
% RI utilization
✔
✔
✔
✔
✘
✘
✘
✘
Set up metrics to define success and track progress
What KPI makes sense for this workload?
AWS Trusted Advisor
AWS Cost Explorer
Cost-conscious design
https://calculator.s3.amazonaws.com/index.html
Cost-Conscious Design
Example: Should I use Amazon S3 or Amazon DynamoDB?
AWS Simple
Monthly
Calculator
Request rate
(Writes/sec)
Object size
(Bytes)
Total size
(GB/month)
Objects per
month
300 2,048 1,483 777,600,000
Request rate
(Writes/sec)
Object size
(Bytes)
Total size
(GB/month)
Objects per
month
300 2,048 1,483 777,600,000
CCD: Amazon S3 or DynamoDB?
Cost-Conscious Design
“…but what happens if I change the object size to 32 KB?”
Request rate
(Writes/sec)
Object size
(Bytes)
Total size
(GB/month)
Objects per month
300 32,768 23,730 777,600,000
Request rate
(Writes/sec)
Object size
(Bytes)
Total size
(GB/month)
Objects per month
Scenario 1 300 2,048 1,483 777,600,000
Scenario 2 300 32,768 23,730 777,600,000
use
use
Cost-Conscious Design
What Next?
What benefits do I get by moving to AWS?
And for existing customers: a call to action!
How many
instances
could I
right-size?
What
benefits
could I get
from using
reserved
instances?
How many
of my
instances
need to be
running
24x7?
How many
instances
are
configured
for auto-
scaling?
Useful Resources
AWS Pricing
§ https://aws.amazon.com/pricing/
Online TCO Calculator:
§ https://awstcocalculator.com
AWS Cloud Economics Centre:
§ https://aws.amazon.com/economics/
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
THANK YOU!
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
U P N E X T
3 0 M I N U T E B R E A K

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AWS Cloud Economics: Quantifying Cost Savings

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. CLOUD ECONOMICS: HOW TO QUANTIFY THE BENEFITS OF MOVING TO THE CLOUD Matt Johnson, Solutions Architect, Amazon Web Services 30 October 2017
  • 2. Agenda Total Cost of Ownership2. Addressing TCO in AWS3. Taking it further: Cost Optimisation4. The AWS Difference1. Cost-Conscious Design5. What’s next?6.
  • 4. What sets AWS apart? Building and managing cloud since 2006 90+ services to support any cloud workload 16 Regions, 44 Availability Zones, 98+ edge locations 62 proactive price reductions to date Tens of Thousands of partners; 4100+ Marketplace products Experience Service Breadth & Depth Global Footprint Pricing Philosophy Community
  • 5. Equipment Resources and Administration Contracts Cost No Up Front Expense Pay for what you Use Improve Time to Market & Agility Scale Up and Down Self-Service Infrastructure Traditional Infrastructure Why are organisations choosing AWS? AWS Cloud
  • 6. AWS Global Infrastructure 16R e g i o n s 44A Z s 98Edge Locations Region & No. of Availability Zones New Region (coming soon) France Sweden Hong Kong China Bahrain US GovCloud Announced Regions
  • 7. Total Cost of Ownership
  • 8. What is TCO? Comparative Total Cost of Ownership analysis (acquisition and operating costs) for running an infrastructure environment end-to-end on-premises vs. AWS.
  • 9. Why Use TCO? 1. Comparing the costs of running an entire infrastructure environment or specific workload on-premises or in a co-location facility versus on AWS. 2. Budgeting and building the business case for moving to cloud 3. Paralleling an existing AWS workload with an on premises or co-location setup
  • 10. Typical TCO considerations Hardware – Server, Rack Chassis PDUs, ToR Switches (+Maintenance) Software - OS, Virtualization Licenses (+Maintenance) Facilities Cost Hardware – Storage Disks, SAN/FC Switches Software - Backup Network Hardware – LAN Switches, Load Balancer Bandwidth costs Software – Network Monitoring Server Admin, Virtualization Admin, Storage Admin, Network Admin, Support Team Diagram doesn’t include every cost item. E.g. software costs can include database, management, middle tier software costs. Facilities cost can include costs associated with upgrades, maintenance, building security, taxes etc. IT labor costs can include security admin and application admin costs. Space Power Cooling Project planning, Advisors, Legal, Contractors, Managed Services, Training, Cost of capital Business Value: Cost of delays Risk premium Competitive abilities Governance Etc. IT Labor Costs Network Costs Storage Costs Server Costs 4 1 2 3 Extras5 Facilities Cost Space Power Cooling Facilities Cost Space Power Cooling
  • 11. TCO for On-premises v. AWS ≠ Comparing TCO isn’t easy Traditional Data Centre & Co-Location
  • 12. What’s missing from a traditional TCO? Economic Criteria Category Infrastructure Comparison Capacity Planning Benefits Financial Benefits of Innovation Cost Avoidance Workforce Productivity Accelerated Time To Value/Market Cost to Achieve (Migration, Platform, Training) Legacy Constraints Included Partially Included Not Included
  • 13. On-premises capacity planning Used IT Capacity Idle Capacity 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% On-Premises IT Compute capacityTotal Studies by Gartner, McKinsey and the Uptime Institute have stated that typical data centers are on average less than 50% utilized www.uptimeinstitute.org anthesisgroup.com/wp-content/uploads/2014/08/Data-Center-Issue-Paper-final826.pdf www.nytimes.com/2012/09/23/technology/data-centers-waste-vast-amounts-of-energy-belying-industry-image.html A typical on-premises compute environment is massively underutilized
  • 14. Why is on-premises so underutilised? Fluctuating/“Spiky” Part-time Cyclical Peak Peak Peak Part of this can be explained by buying for “peak load” requirements with inflexible infrastructure
  • 15. Why is on-premises built for peak? Initial Fixed Capacity Utilisation Unused Capacity = Wasted $ Downtime, Lost Customers, Lost Revenue (Impossible to measure) More Wasted $ Time
  • 16. Initial questions to consider when exploring TCO Capacity Planning 1 How do you plan for capacity? How many servers have you added in the past year? Anticipating next year? Can you switch your hardware on and off and only pay for what is used? Utilization 2 What is your average server utilization? How much do you overprovision for peak load? Operations 3 Will you run out of data center space some time in the future? What was your last year power utility bill for the data center(s)? Have you budgeted for both average and peak power requirements? Optimization 4 Are you on AWS today? Are you cost-optimized (Auto Scaling, RIs, Spot, Instances turn on/off)?
  • 18. How do customers lower their TCO with AWS? Source: IDC Whitepaper, sponsored by Amazon, “The Business Value of Amazon Web Services Accelerates Over Time.” December 2013 “Customers will have spent 63.4% more on average on-prem or in co-location” Remove over provisioning and move to a “pay for what you use” model Economies of scale allow AWS to continually lower costs Pricing model choice to support variable & stable workloads Save more money as you grow bigger 1 2 3 4
  • 19. 1. Lower over-provisioning via “elasticity” Traditional approaches to capacity management:
  • 20. 1. Lower over-provisioning via “elasticity” Auto Scaling allows you to: • React dynamically to changes in load • Schedule regular workloads • Optimise your instance usage • Reduce over-provisioning Complimentary service!
  • 21. 2: AWS Economies of Scale Reduced Prices More Customers More AWS Usage More Kit Economies of Scale Lower Costs Ecosystem Global Footprint New Features & Services Infrastructure Innovation We pass the savings along to our customers in the form of low prices and continuous reductions (62 reductions to-date) Continually lowering prices for customers is in our DNA
  • 23. When to use Reserved Instances?
  • 24. 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
  • 26. Amazon EC2 Spot Instances Allow you to bid on spare Amazon EC2 computing capacity for up to 90% off the normal on-demand price. Applications that have flexible start and end times Applications that are only feasible at very low compute prices Users with urgent computing needs for large amounts of additional capacity
  • 27. With Spot the rules are simple Markets where the price of compute changes based on supply and demand You’ll never pay more than your bid. When the market exceeds your bid you get 2 minutes to wrap up your work
  • 28. 4. Save money as you grow 0.024 GB/month 0.023 GB/month 0.022 GB/month First 50 TB per month Next 450 TB per month Over 500 TB per month
  • 30. On- Premises Lift & Shift Instance Right-Sizing Improved Elasticity Storage Optimization Optimized Lift and Shift Measure Monitor and Improve Serverless Architecture Managed Services Replatformed, AWS Optimized Traditional TCO Comparisons Modelling Cost Optimisation
  • 31. The Five Pillars of Cost Optimization Right-Sizing Your Instances Pick the Right Pricing Model Increase Elasticity Measuring & Monitoring Match usage to storage class
  • 32. Right-sizing instances Selecting the cheapest instance available while meeting performance requirements Look at CPU, RAM, storage, and network utilisation 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.)
  • 33. 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
  • 34. Match usage to storage classes Amazon S3 Designed to store and access any type of data over the Internet Amazon Elastic File System Simple, scalable file storage for use with Amazon EC2 instances in the AWS Cloud Amazon Elastic Block Storage Block-level storage that serves as a virtual hard drive for your Amazon EC2 instance Amazon Glacier Low-cost and highly durable storage service for long-term backup and archive of any type of data AWS Storage Gateway Seamlessly links your on-premises environment to Amazon cloud storage Amazon CloudFront Amazon CloudFront is a global content delivery network (CDN) service
  • 37. Amazon CloudWatch Monitor AWS resources Monitor Custom MetricsSet Alarms View Graphs and Statistics Monitor and React to Resource Changes
  • 38. Metrics & Targets % Instances turned off daily % of Instances right-sized % Always-on Resources covered by RIs % RI utilization ✔ ✔ ✔ ✔ ✘ ✘ ✘ ✘ Set up metrics to define success and track progress What KPI makes sense for this workload?
  • 42. https://calculator.s3.amazonaws.com/index.html Cost-Conscious Design Example: Should I use Amazon S3 or Amazon DynamoDB? AWS Simple Monthly Calculator Request rate (Writes/sec) Object size (Bytes) Total size (GB/month) Objects per month 300 2,048 1,483 777,600,000
  • 43. Request rate (Writes/sec) Object size (Bytes) Total size (GB/month) Objects per month 300 2,048 1,483 777,600,000 CCD: Amazon S3 or DynamoDB?
  • 44. Cost-Conscious Design “…but what happens if I change the object size to 32 KB?” Request rate (Writes/sec) Object size (Bytes) Total size (GB/month) Objects per month 300 32,768 23,730 777,600,000
  • 45. Request rate (Writes/sec) Object size (Bytes) Total size (GB/month) Objects per month Scenario 1 300 2,048 1,483 777,600,000 Scenario 2 300 32,768 23,730 777,600,000 use use Cost-Conscious Design
  • 47. What benefits do I get by moving to AWS?
  • 48. And for existing customers: a call to action! How many instances could I right-size? What benefits could I get from using reserved instances? How many of my instances need to be running 24x7? How many instances are configured for auto- scaling?
  • 49. Useful Resources AWS Pricing § https://aws.amazon.com/pricing/ Online TCO Calculator: § https://awstcocalculator.com AWS Cloud Economics Centre: § https://aws.amazon.com/economics/
  • 50. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. THANK YOU!
  • 51. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. U P N E X T 3 0 M I N U T E B R E A K