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BUILDING A SYSTEM
THAT NEVER STOPS
Nic Benders
Chief Architect, New Relic
BUILDING A SYSTEM
THAT NEVER STOPS
GROWING
BUILDING A SYSTEM
THAT NEVER STOPS
LEARNING
BUILDING A SYSTEM
THAT NEVER STOPS
CHANGING
©2008-16 New Relic, Inc. All rights reserved.  
@nicbenders
http://nicbenders.com/presentations/scaling-a-system/
Building  A System That Never Stops [FutureStack16 NYC]
IN 1 MINUTE
requestsaccepts

over 21M
stores

over
analytic

events200M
aggregates

over 800M metrics
50Bqueries

over
data

points
▪
different

services
contains

over
250
maintained/

built by
25+ engineering

teams
▪
4.3more

than
SSD

storage
PETABYTES
©2008-16 New Relic, Inc. All rights reserved.  
8LESSONS FROM OUR DATA
PIPELINE
©2008-16 New Relic, Inc. All rights reserved.  
Collector
New Relic 

App Agents
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
▪ Double-click to edit
©2008-16 New Relic, Inc. All rights reserved.  
Collector
New Relic 

App Agents
©2008-16 New Relic, Inc. All rights reserved.  
Collector
New Relic 

App Agents
Browser R.U.M.

Beacon
New Relic 

Browser Agents
©2008-16 New Relic, Inc. All rights reserved.  
Collector
New Relic 

App Agents
Browser R.U.M.

Beacon
New Relic 

Browser Agents
Mobile Proxy
New Relic 

Mobile Agents
©2008-16 New Relic, Inc. All rights reserved.  
New Relic 

App Agents
New Relic 

Browser Agents
New Relic 

Mobile Agents
Zzz
Collector
Browser R.U.M.

Beacon
Mobile Proxy
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
©2008-16 New Relic, Inc. All rights reserved.  
NOTHING
Lasts Forever
Lesson 1
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 2
Create a culture where
CHANGE IS OK
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
©2008-16 New Relic, Inc. All rights reserved.  
EXPERIMENTS
Don’t always work
Lesson 3
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 4
SYNCHRONOUS
is going to be a problem
©2008-16 New Relic, Inc. All rights reserved.  
Kafka
Kafka
Browser Data
Consumer
Browser Data
Router
New Relic 

App Agents
New Relic 

Browser Agents
Collector
©2008-16 New Relic, Inc. All rights reserved.  
Kafka
Kafka
Browser Data
Consumer
New Relic 

App Agents
Collector
Zzz
Browser Data
Router
New Relic 

Browser Agents
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 5
Master the
ROLLOUT
©2008-16 New Relic, Inc. All rights reserved.  
Rollout

Techniques
Kafka
Load Balancer Cluster
Kafka
Browser Data
Consumer
Browser Data
Router
Browser
Data

Consumer
V2
Browser
R.U.M.

Beacon
%- %+
New Relic Browser Agents
Collector
Old
New
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 6
It’s the
OPERATIONS

stupid
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
Monitoring Tooling Operations Runbooks
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 7
Use the right

WORKLOAD
DISTRIBUTION
©2008-16 New Relic, Inc. All rights reserved.  
Workload Distribution
D
D
D
D
D
C
B
B
B
B
A
A
A
A
A
C BD A B DDD
Active Management Random
C B BBD DAA D C
B BD
B C
AA D
D
C
C
A B
©2008-16 New Relic, Inc. All rights reserved.  
D
D
D
D
D
C
B
B
B
B
A
A
A
A
A
C BD A
B DDD
C B BBD DAA D C
B BD
B C
AA D
D
C
C
A B
Active Management
Random
Use Both!
©2008-16 New Relic, Inc. All rights reserved.  
Lesson 8
Technology enables
CULTURE
Thanks for the pic! https://www.flickr.com/photos/stephenyeargin/7466608166
Thanks for the pic! https://www.flickr.com/photos/stephenyeargin/7466608166
�����
35
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
Confidential ©2008-15 New Relic, Inc. All rights reserved.  
@nicbenders
http://nicbenders.com/presentations/scaling-a-system/

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