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Cost Optimisation on AWS
adhorn@amazon.com
@adhorn
Adrian Hornsby — Technical Evangelist
How to make your funding go further
LOWER COSTS WITH THE AWS CLOUD
2 31 4
Replace up-front
capital expense with
low variable cost
Save more money as
you grow bigger
Economies of scale
allow AWS to continually
lower costs
Pricing model choice
to support variable &
stable workloads
LOWER COSTS THAN ON-PREMISES
On-Premises

Traditional

Data Centre
On-Premises

Virtualised

Data Centre
AWS
CAPEX
CAPEX
OPEX
OPEX
OPEX
Cost savings from running
internal IT more efficiently
Cost savings from moving
to a cloud provider
AWS Scale
• Multiple new data centres built each year

• Volume purchasing, highly automated
supply chain optimisation

Utilisation fundamentally higher in the AWS
Cloud
• Aggregating non-correlated workloads,
scale, spot market

Amazon specific hardware designs 

• OEM acquisition of custom servers and
networking equipment

• Direct purchasing of memory, disk & CPU

• AWS controlled hypervisor and network
protocol layers
AWS PRICING PHILOSOPHY
More AWS
Usage
More
Infrastructure
More
Customers
Lower
Infrastructure
Costs
Economies of
Scale
Reduced
Prices
Ecosystem

Global Footprint

New Features

New Services
Infrastructure

Innovation
59PRICE
REDUCTIONS
We pass the savings along to our
customers in the form of low
prices and continuous reductions
COST OPTIMISATION TIPS & TRICKS
1. CHOSE THE RIGHT INSTANCE TYPES
Choose an instance 

that best meets your basic
requirements
Start with memory & then
choose closest virtual cores
Assess peak IOPS storage
requirements
Run multiple instances 

in multiple Availability Zones
Change instance size up
or down based upon
monitoring
Use CloudWatch &
Trusted Advisor to assess
START DEPLOY & SCALETUNE
2. USE AUTO SCALING
LAUNCH
CONFIGURATION
Describes what Auto Scaling will
create when adding Instances

Only one active launch 

configuration at a time

as-create-launch-config
--image-id ami-54cf5c3d
--instance-type m1.small
--key mykey
--group webservers
--launch-config 101-launch-config
AUTO SCALING
GROUP
Auto Scaling managed grouping
of EC2 instances
Automatically scale the number
of instances by policy
as-create-auto-scaling-group 101-as-group
--availability-zones us-east-1a us-east-1b
--launch-configuration 101-launch-config
--load-balancers myELB
--max-size 5
--min-size 2
AUTO SCALING
POLICY
Parameters for performing an Auto
Scaling action
Scale Up/Down and by how much
as-put-scaling-policy 101ScaleUpPolicy
--auto-scaling-group 101-as-group
--adjustment=1
--type ChangeInCapacity
--cooldown 300
00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
UTILISATION & AUTO SCALING GRANULARITY
00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
UTILISATION & AUTO SCALING GRANULARITY
41 Instance Hours

m4.large @ $0.108/hr

= $4.428/day
00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
UTILISATION & AUTO SCALING GRANULARITY
70 Instance Hours

t2.medium @ $0.047/hr

= $3.29/day
~26%SAVING
3. TURN OFF UNUSED INSTANCES
Development/test instances
Simple instance stop/start
Tear down & build rapidly
Treat resources as disposable
Deployment & Management
Containers
Dev/ops Tools
Resource
Templates
Usage
Tracking
Monitoring
and Logs
00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
4. USE RESERVED INSTANCES
100%
75%
58%
38%
13%
8%
On Demand Instance
Reserved Instance
RI PRICING | T2.SMALL IN EUROPE (LONDON)
AWS SERVICES OFFERING RESERVATIONS
Amazon EC2
	 up to 75% savings

Amazon RDS
	 up to 76% savings

Amazon DynamoDB
	 up to 76% savings

Amazon Redshift
	 up to 73% savings

Amazon ElastiCache
	 up to 70% savings
5. USE SPOT INSTANCES
Pricing
Up to 92% discount
Elastic
Capacity not otherwise
available
Tradeoff
Potential for interruption
USING SPOT INSTANCES FOR HPC WORKLOADSC
ase
Study
Building a Top500 HPC Cluster on AWS
0
18
35
53
70
On-Premises AWS
$68M
$33K
Cost Comparison
1.21 PFLOPS, 16,788 EC2 Instances in 8 Regions, 264 years of computing in 18 hours
6. MAKE USE OF APPROPRIATE STORAGE CLASSES
AWS Cloud
Amazon
Glacier
Gateway Appliance/
AWS Storage Gateway
Amazon
S3
Block File
On-premises Data Center
Archive Backup Disaster
Recovery
Amazon
EBS
Amazon S3 Reduced Redundancy
• 99.99% durability vs. 99.999999999%
• Up to 20% savings
• Great for everything that is easy to
reproduce
Amazon Glacier
• Same durability as S3
• 3 to 5 hours restore time
• Up to 67% savings
• Great for archiving, long-term
backups and cold or old data
7. OFFLOAD FROM YOUR ARCHITECTURE
The more you can offload, the less infrastructure you need to maintain, scale and pay for
• Offload traffic to Amazon CloudFront and S3
• Introduce Caching
No 

CDN
ResponseTime
InstanceLoad
ResponseTime
Instance
Load
CDN for 

Static

Content
ResponseTime
Instance
Load
CDN for 

Static & 

Dynamic

Content
8. USE SERVICES, DON’T REINVENT THE WHEEL
ENTERPRISE
APPS
DEVELOPMENT & OPERATIONSMOBILE SERVICESAPP SERVICESANALYTICS
Data
Warehousing
Hadoop/
Spark
Streaming Data
Collection
Machine
Learning
Elastic
Search
Virtual
Desktops
Sharing &
Collaboration
Corporate
Email
Backup
Queuing &
Notifications
Workflow
Search
Email
Transcoding
One-click App
Deployment
Identity
Sync
Single Integrated
Console
Push
Notifications
DevOps Resource
Management
Application Lifecycle
Management
Containers
Triggers
Resource
Templates
TECHNICAL &
BUSINESS
SUPPORT
Account
Management
Support
Professional
Services
Training &
Certification
Security &
Pricing
Reports
Partner
Ecosystem
Solutions
Architects
MARKETPLACE
Business Apps
Business
Intelligence
DatabasesDevOps Tools NetworkingSecurity Storage
Access
Control
Identity
Management
Key Management
& Storage
Monitoring
& Logs
Assessment &
Reporting
Resource & Usage
Auditing
SECURITY & COMPLIANCE
Configuration
Compliance
Web Application
Firewall
HYBRID
ARCHITECTURE
Data Backups
Integrated App
Deployments
Direct
Connect
Identity
Federation
Integrated
Resource
Management
Integrated
Networking
API Gateway
IoT
Rules
Engine
Device Shadows
Device SDKs
Registry
Device
Gateway
Streaming Data
Analysis
Business
Intelligence
Mobile
Analytics
Regions
Availability
Zones
Points of
Presence
INFRASTRUCTURE
CORE SERVICES
Compute
VMs, Auto-scaling, &
Load Balancing
Storage
Object, Blocks, Archivals,
Import/Export
Databases
Relational, NoSQL, Caching,
Migration
Networking
VPC, DX, DNS
CDN
AVOID UNDIFFERENTIATED HEAVY LIFTING
Amazon Relational
Database Service (RDS)

Elastic Load
Balancing

Amazon Simple
Queue Service (SQS)

Amazon ElastiCache Amazon Elastic
MapReduce
Amazon Simple
Notification Service (SNS)
9. USE CONSOLIDATED BILLING
• Receive a single bill for all charges incurred across all linked accounts

• Share RI discounts

• Combine tiering benefits
10. TAKE ADVANTAGE OF AWS TOOLS
AWS Trusted Advisor
10. TAKE ADVANTAGE OF AWS TOOLS
AWS EC2 Usage Reports
AWS Cost Explorer
@AWScloud for Global AWS News & Announcements
@adhorn
Adrian Hornsby — Technical Evangelist

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Cost Optimisation on AWS

  • 1. Cost Optimisation on AWS adhorn@amazon.com @adhorn Adrian Hornsby — Technical Evangelist
  • 2. How to make your funding go further
  • 3. LOWER COSTS WITH THE AWS CLOUD 2 31 4 Replace up-front capital expense with low variable cost Save more money as you grow bigger Economies of scale allow AWS to continually lower costs Pricing model choice to support variable & stable workloads
  • 4. LOWER COSTS THAN ON-PREMISES On-Premises Traditional Data Centre On-Premises Virtualised Data Centre AWS CAPEX CAPEX OPEX OPEX OPEX Cost savings from running internal IT more efficiently Cost savings from moving to a cloud provider AWS Scale • Multiple new data centres built each year • Volume purchasing, highly automated supply chain optimisation Utilisation fundamentally higher in the AWS Cloud • Aggregating non-correlated workloads, scale, spot market Amazon specific hardware designs • OEM acquisition of custom servers and networking equipment • Direct purchasing of memory, disk & CPU • AWS controlled hypervisor and network protocol layers
  • 5. AWS PRICING PHILOSOPHY More AWS Usage More Infrastructure More Customers Lower Infrastructure Costs Economies of Scale Reduced Prices Ecosystem Global Footprint New Features New Services Infrastructure Innovation 59PRICE REDUCTIONS We pass the savings along to our customers in the form of low prices and continuous reductions
  • 7. 1. CHOSE THE RIGHT INSTANCE TYPES Choose an instance 
 that best meets your basic requirements Start with memory & then choose closest virtual cores Assess peak IOPS storage requirements Run multiple instances 
 in multiple Availability Zones Change instance size up or down based upon monitoring Use CloudWatch & Trusted Advisor to assess START DEPLOY & SCALETUNE
  • 8. 2. USE AUTO SCALING LAUNCH CONFIGURATION Describes what Auto Scaling will create when adding Instances Only one active launch configuration at a time as-create-launch-config --image-id ami-54cf5c3d --instance-type m1.small --key mykey --group webservers --launch-config 101-launch-config AUTO SCALING GROUP Auto Scaling managed grouping of EC2 instances Automatically scale the number of instances by policy as-create-auto-scaling-group 101-as-group --availability-zones us-east-1a us-east-1b --launch-configuration 101-launch-config --load-balancers myELB --max-size 5 --min-size 2 AUTO SCALING POLICY Parameters for performing an Auto Scaling action Scale Up/Down and by how much as-put-scaling-policy 101ScaleUpPolicy --auto-scaling-group 101-as-group --adjustment=1 --type ChangeInCapacity --cooldown 300
  • 9. 00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00 UTILISATION & AUTO SCALING GRANULARITY
  • 10. 00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00 UTILISATION & AUTO SCALING GRANULARITY 41 Instance Hours m4.large @ $0.108/hr = $4.428/day
  • 11. 00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00 UTILISATION & AUTO SCALING GRANULARITY 70 Instance Hours t2.medium @ $0.047/hr = $3.29/day ~26%SAVING
  • 12. 3. TURN OFF UNUSED INSTANCES Development/test instances Simple instance stop/start Tear down & build rapidly Treat resources as disposable Deployment & Management Containers Dev/ops Tools Resource Templates Usage Tracking Monitoring and Logs
  • 13. 00:00 01:00 02:00 03:00 04:00 05:00 06:00 07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00 4. USE RESERVED INSTANCES 100% 75% 58% 38% 13% 8% On Demand Instance Reserved Instance
  • 14. RI PRICING | T2.SMALL IN EUROPE (LONDON)
  • 15. AWS SERVICES OFFERING RESERVATIONS Amazon EC2 up to 75% savings Amazon RDS up to 76% savings Amazon DynamoDB up to 76% savings Amazon Redshift up to 73% savings Amazon ElastiCache up to 70% savings
  • 16. 5. USE SPOT INSTANCES Pricing Up to 92% discount Elastic Capacity not otherwise available Tradeoff Potential for interruption
  • 17. USING SPOT INSTANCES FOR HPC WORKLOADSC ase Study Building a Top500 HPC Cluster on AWS 0 18 35 53 70 On-Premises AWS $68M $33K Cost Comparison 1.21 PFLOPS, 16,788 EC2 Instances in 8 Regions, 264 years of computing in 18 hours
  • 18. 6. MAKE USE OF APPROPRIATE STORAGE CLASSES AWS Cloud Amazon Glacier Gateway Appliance/ AWS Storage Gateway Amazon S3 Block File On-premises Data Center Archive Backup Disaster Recovery Amazon EBS Amazon S3 Reduced Redundancy • 99.99% durability vs. 99.999999999% • Up to 20% savings • Great for everything that is easy to reproduce Amazon Glacier • Same durability as S3 • 3 to 5 hours restore time • Up to 67% savings • Great for archiving, long-term backups and cold or old data
  • 19. 7. OFFLOAD FROM YOUR ARCHITECTURE The more you can offload, the less infrastructure you need to maintain, scale and pay for • Offload traffic to Amazon CloudFront and S3 • Introduce Caching No CDN ResponseTime InstanceLoad ResponseTime Instance Load CDN for Static Content ResponseTime Instance Load CDN for Static & Dynamic Content
  • 20. 8. USE SERVICES, DON’T REINVENT THE WHEEL ENTERPRISE APPS DEVELOPMENT & OPERATIONSMOBILE SERVICESAPP SERVICESANALYTICS Data Warehousing Hadoop/ Spark Streaming Data Collection Machine Learning Elastic Search Virtual Desktops Sharing & Collaboration Corporate Email Backup Queuing & Notifications Workflow Search Email Transcoding One-click App Deployment Identity Sync Single Integrated Console Push Notifications DevOps Resource Management Application Lifecycle Management Containers Triggers Resource Templates TECHNICAL & BUSINESS SUPPORT Account Management Support Professional Services Training & Certification Security & Pricing Reports Partner Ecosystem Solutions Architects MARKETPLACE Business Apps Business Intelligence DatabasesDevOps Tools NetworkingSecurity Storage Access Control Identity Management Key Management & Storage Monitoring & Logs Assessment & Reporting Resource & Usage Auditing SECURITY & COMPLIANCE Configuration Compliance Web Application Firewall HYBRID ARCHITECTURE Data Backups Integrated App Deployments Direct Connect Identity Federation Integrated Resource Management Integrated Networking API Gateway IoT Rules Engine Device Shadows Device SDKs Registry Device Gateway Streaming Data Analysis Business Intelligence Mobile Analytics Regions Availability Zones Points of Presence INFRASTRUCTURE CORE SERVICES Compute VMs, Auto-scaling, & Load Balancing Storage Object, Blocks, Archivals, Import/Export Databases Relational, NoSQL, Caching, Migration Networking VPC, DX, DNS CDN
  • 21. AVOID UNDIFFERENTIATED HEAVY LIFTING Amazon Relational Database Service (RDS) Elastic Load Balancing Amazon Simple Queue Service (SQS) Amazon ElastiCache Amazon Elastic MapReduce Amazon Simple Notification Service (SNS)
  • 22. 9. USE CONSOLIDATED BILLING • Receive a single bill for all charges incurred across all linked accounts • Share RI discounts • Combine tiering benefits
  • 23. 10. TAKE ADVANTAGE OF AWS TOOLS AWS Trusted Advisor
  • 24. 10. TAKE ADVANTAGE OF AWS TOOLS AWS EC2 Usage Reports AWS Cost Explorer
  • 25. @AWScloud for Global AWS News & Announcements @adhorn Adrian Hornsby — Technical Evangelist