41
© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. May 20, 2016 Optimize Cost Efficiency on AWS Michael Chen, Technical Trainer, AWS

Optimize Cost Efficiency on AWS

Embed Size (px)

Citation preview

Page 1: Optimize Cost Efficiency on AWS

© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

May 20, 2016

Optimize Cost Efficiency on AWS

Michael Chen, Technical Trainer, AWS

Page 2: Optimize Cost Efficiency on AWS

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.

Page 3: Optimize Cost Efficiency on AWS

In the beginning . . .

…there was TCO

Page 4: Optimize Cost Efficiency on AWS

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

Page 5: Optimize Cost Efficiency on AWS

So how do we do it?

Page 6: Optimize Cost Efficiency on AWS

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 switchesStorage admin costs

Network hardware—LAN

switches, load balancer

bandwidth costsNetwork 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

Page 7: Optimize Cost Efficiency on AWS

Resources to get you started

AWS TCO Calculator

https://awstcocalculator.com

Case studies and research

http://aws.amazon.com/economics/

Page 8: Optimize Cost Efficiency on AWS

So you’re feeling pretty good.

Page 9: Optimize Cost Efficiency on AWS

Until your CFO shows up with the bill.

Page 10: Optimize Cost Efficiency on AWS

Cost optimization is…

going from…

to…

pay for what you use

pay for what you need

Page 11: Optimize Cost Efficiency on AWS

Where do you start?

Page 12: Optimize Cost Efficiency on AWS

The four pillars of cost optimization

Right-sizing Reserved

Instances

Increase

elasticityMeasure,

monitor, and

improve

Page 13: Optimize Cost Efficiency on AWS

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.)

Page 14: Optimize Cost Efficiency on AWS

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 US-East at 720 hours per month

Page 15: Optimize Cost Efficiency on AWS

Reserved Instances

Commitment level1 year

3 year

AWS services offering RIsAmazon EC2

Amazon RDS

Amazon DynamoDB

Amazon Redshift

Amazon ElastiCache

* Dependent on specific AWS service, size/type, and region

Page 16: Optimize Cost Efficiency on AWS

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.

Page 17: Optimize Cost Efficiency on AWS

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.

Page 18: Optimize Cost Efficiency on AWS

“But my applications are

too small

for Auto Scaling!”

Page 19: Optimize Cost Efficiency on AWS

Amazon EC2 Container Service (Amazon ECS)

• Easily manage Docker containers

• Flexible container placement

• Designed for use with other AWS services

• Extensible

• Performance at scale

• Secure

Page 20: Optimize Cost Efficiency on AWS

10%

15%

7%

12%

20%

9%

Consolidate with Amazon ECS

App 1 App 2

App 3 App 4

App 5 App 6

6

12 345

Amazon ECS

Cluster

Page 21: Optimize Cost Efficiency on AWS

Get Rid of Idle Time with AWS Lambda

• Automatic scaling

• Automatic provisioning

• No need to manage infrastructure

• Just bring your code

• $0.20 per million requests, 1M free

• 100 ms payment granularity

• Never pay for idle

Less than 40% utilization?

Consider using AWS Lambda instead!

Page 22: Optimize Cost Efficiency on AWS

Putting it all together: case study

Page 23: Optimize Cost Efficiency on AWS

Challenge:

Minimizing unit costs

under period of massive

growth.

A consistent measure of

CPU processing power

Elastic compute unit

(ECU)

Page 24: Optimize Cost Efficiency on AWS

The growth challenge

August 2014

August 2015

584 ECU

1,192 ECU

2x YoY Compute Growth

33% decrease in monthly

EC2 costs!

Page 25: Optimize Cost Efficiency on AWS

Solving the growth challenge

Page 26: Optimize Cost Efficiency on AWS

Step 1: Right-size and update instances

m1 on demand

$0.07 per ECU

c4 on demand

$0.02 per ECU

Page 27: Optimize Cost Efficiency on AWS

The impact of right-sizing

70% reduction

in unit cost

Page 28: Optimize Cost Efficiency on AWS

Step 2: Reserve

Page 29: Optimize Cost Efficiency on AWS

The impact of reservations

30% reduction

In unit cost

Page 30: Optimize Cost Efficiency on AWS

Putting it together

85% reduction

in unit cost!

Page 31: Optimize Cost Efficiency on AWS

Web & Mobile App company

Source: Total Cost of Ownership and the Return on Agility, Werner Vogels

Costs have gone from $54 per hour to $20 per hour

Only 2 weeks of engineering were required to achieve this cost savings

Page 32: Optimize Cost Efficiency on AWS

Sounds pretty easy, right?

Not really.

In reality, it is very complex.

• Scale

• Behavioral change

• Visibility

• Ownership

Page 33: Optimize Cost Efficiency on AWS

Cost optimization governance

(Remember the fourth pillar?)

Page 34: Optimize Cost Efficiency on AWS

Uncovering the cost optimization opportunities

1. Auto-tag resources.

2. Identify always-on nonprod.

3. Identify instances to down-size.

4. Recommend RIs to purchase.

5. Dashboard our status.

6. Report on savings.

Page 35: Optimize Cost Efficiency on AWS

AWS options

Page 36: Optimize Cost Efficiency on AWS

Reserved Instances and right-sizing options

Page 37: Optimize Cost Efficiency on AWS

Example: reasonable optimization dashboard

Page 38: Optimize Cost Efficiency on AWS

Creating a culture of cost transparency

Targets and metrics Cloud Competency

Center

AWS Enterprise

Support

Page 39: Optimize Cost Efficiency on AWS

Where to start

Set up a Cloud

Competency Center

Bring in the right

tools

Use metrics to

reinforce behavior

Use partners to

accelerate!

Page 40: Optimize Cost Efficiency on AWS

Cycle of cost optimization

✔✘

$

$

$

$

$

Page 41: Optimize Cost Efficiency on AWS

Thank You!