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Scaling a Mobile Web App to
100 Million Clients and Beyond
Joey Parsons @joeyparsons
November 14th, 2013

© 2013 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
Friday, November 15, 13
Friday, November 15, 13
YOUR PERSONAL
MAGAZINE

Friday, November 15, 13
The ultimate way to discover, consume & share content
on the mobile, social web

Wednesday, June 5, 13
Friday, November

15, 13
Friday, November 15, 13
Friday, November 15, 13
Friday, November 15, 13
How are mobile apps different?
• WiFi vs Slow connectivity
• Variances in bandwidth and global carriers

• Taking advantage of the local cache
• Control your behavior during latency

• Fast devices — significant opportunity for
client computation

Friday, November 15, 13
Prototype Phase:
From 0 to 1M users

Friday, November 15, 13
- Amazon EC2
- Amazon S3
- Amazon RDS

Friday, November 15, 13
The Initial Launch Night

Friday, November 15, 13
Things we should have done…
• Make sure to prepare for Amazon limits if you need to
scale quickly
• Make sure your external partners understand the
volumes you’ll be accessing them

Friday, November 15, 13
Challenges
• Understanding the scale of our services
• Little to no insight into performance
• Beginning to build out tooling for Amazon EC2 but still
in its infancy
• No centralized logging or way of detecting errors

Friday, November 15, 13
Getting Started:
From 1M to 10M Users

Friday, November 15, 13
- Amazon EC2
- Amazon RDS
- Amazon S3
- Amazon CloudFront

Friday, November 15, 13
Architecture Changes
• Different services have different scale profiles — began
the shift towards microservices
• Image content moved to CloudFront
• Moved primary data store to MySQL via Amazon RDS
• Home grown bash scripts for deploys
• Focus on instrumentation
• Logging, Metrics, Monitoring followed suit

Friday, November 15, 13
SimpleDB for CMDB
Host[i-76e33611]
name[tsd01]
owner[ops]
service[OOS]
service
ami[ami-3f622f56]
type[m1.xlarge]
loc[us-east-1a]
role[flops]
subclass[opentsdb] group[0]
pool[production]
public[50.16.58.220]
private[10.60.43.18]

Friday, November 15, 13

Amazon Instance ID
- Name of the instance
Who owns the instance?
IS for in service, OOS for out of
What AMI was used
Type of EC2 instance
Region and Availability Zone
- Type of role
Subclass of role
Group of node
- Production, staging, dev
- Public IP address
- Private IP Address
Querying our CMDB
# fl-inst-describe -r flip -p production -g 0 -s IS -o ops
Domain[flipboard.prod.instances] has count[1] hosts meeting
criteria
=======================================
Servers of role flip
=======================================
Host[i-5b8ae323]: name[flip05]
owner[ops]
service[IS]
public[54.226.44.212]
private[10.78.167.211]
role[flip]
group[0] pool[production] subclass[standard]
type[c1.xlarge]

Friday, November 15, 13
The iPhone Launch Night

Friday, November 15, 13
Scaling Fast:
10M to 100M Users

Friday, November 15, 13
Storm Kafka Graphite
Kibana

Friday, November 15, 13
Architecture Changes
• Heavy focus on instrumentation of all services
• Pipeline of batch processing using Hadoop
• Pipeline of real-time processing using Storm + Kafka
• Keen focus on using appropriately sized EC2
instances
• Moving off of bash scripts, moving to puppet

Friday, November 15, 13
Mobile application instrumentation

Friday, November 15, 13
Deploy by groups
All at once?
fl-inst-upgrade -r flip -p production-q
… or …
By group?
fl-inst-upgrade -r flip -p production -g 0 -q

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Using CloudWatch metrics for errors

Friday, November 15, 13
Continued your deploy
fl-inst-upgrade -r flip -p production -g 1 -q

Friday, November 15, 13
Graphite for all metrics

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Millions of metrics with Graphite

Friday, November 15, 13
d3.js + cubism.js

Friday, November 15, 13
Monitoring via CloudWatch
Alarm in PagerDuty

Details available in PagerDuty

Friday, November 15, 13
Lessons Learned
• Use Amazon services when possible (Amazon RDS,
Amazon Redshift, Amazon Route 53)
• Use SSDs where applicable
• Understand your scale and your needs going forward
and invest in Reserved Instances (3 years!)
• But, allow flexibility for changing needs and instance
types

Friday, November 15, 13
Amazon Technologies Used
• Amazon CloudFront
• Amazon Route 53
• Amazon EC2
• Amazon S3
• Amazon Redshift

Friday, November 15, 13

• Amazon RDS
• Amazon SimpleDB
• Amazon SQS
• ElastiCache
• Amazon CloudWatch
Beyond:
From 100M Users to 1B!

Friday, November 15, 13
What’s next?
• Better use of Auto Scaling groups
• Predictive analytics — lots of signals
• Automated remediation
• Heavy focus on using the right instance types for each
service
• Take advantage of new AWS products

Friday, November 15, 13
The unknown is
exciting …

Friday, November 15, 13
Questions?

Friday, November 15, 13
AWS re:Invent 2013
Magazine
http://flip.it/NSNEi

Friday, November 15, 13
Please give us your feedback on this
presentation

MBL302
As a thank you, we will select prize
winners daily for completed surveys!

Friday, November 15, 13

Thank You

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