Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Configuration Management 101 @ Scale12x
Search
someara
February 28, 2014
Technology
940
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Configuration Management 101 @ Scale12x
someara
February 28, 2014
More Decks by someara
See All by someara
Docker Docker Docker Chef
someara
0
540
Hand Crafted Artisinal Chef Resources
someara
0
630
Configuration Management Camp 2015
someara
1
590
Cookbook Reusability
someara
0
830
TDI with ChefDK 0.0.1
someara
2
900
Configuration Management 101
someara
3
820
Introduction to Chef - Scale 10x
someara
2
480
Introduction to Chef - NYLUG Jan 2012
someara
2
330
Introduction to Chef - LISA11
someara
10
6.2k
Other Decks in Technology
See All in Technology
AI時代の「技術的負債」の変質ー概念の終焉と再解釈、エージェントと共に向かう先
nwiizo
0
1.8k
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
12k
OpenTelemetry eBPF Instrumentationの舞台裏 / Behind the Scenes of OpenTelemetry eBPF Instrumentation
ymotongpoo
4
1.2k
顧客に向き合う開発組織へ。リアーキテクチャとフィーチャーチーム化で挑む組織改革
safie
0
1.2k
2026/09/10 Spring Bootから Jakarta EE/MicroProfileへの移行
megascus
0
360
Gitは怖い?共有ワークスペースから始めるSnowflakeチーム開発
coco_se
0
200
Snowflakeのコスト最適化を支えるアーキテクチャ設計
ktatsuya
1
1.5k
2026-09-09 【sigma_ucj#1】Sigma を IaC 管理したい! / IaC for Sigma
civitaspo
0
130
登壇の自信を奪う3匹のオバケ / 3 Ghosts That Rob You of Your Confidence in Public Speaking
pauli
8
810
AIオーケストレーションを活用した 開発ワークフローの設計と実践
bqnq
0
180
多層防御と最⼩権限で実現する、安全なAIエージェント設計パターン
lycorptech_jp
PRO
1
290
技術的負債から考える、AI時代のエンジニアリング投資 — ビズリーチの技術的負債と向き合った経験から、変更し続けられるソフトウェアを考える/ technical-debt-con2026
visional_engineering_and_design
1
830
Featured
See All Featured
Designing for Timeless Needs
cassininazir
1
470
Reality Check: Gamification 10 Years Later
codingconduct
0
2.3k
Breaking role norms: Why Content Design is so much more than writing copy - Taylor Woolridge
uxyall
1
400
Leading Effective Engineering Teams in the AI Era
addyosmani
9
2.6k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
2.1k
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
830
We Are The Robots
honzajavorek
0
370
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.6k
The Language of Interfaces
destraynor
162
27k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.6k
4 Signs Your Business is Dying
shpigford
187
23k
Stop Working from a Prison Cell
hatefulcrawdad
274
21k
Transcript
Configuration Management 101! Scale 12x
AKA
Sean Drops the Fucking Science
Sean OMeara!
[email protected]
! @someara
Sean OMeara!
[email protected]
! @someara
Sean OMeara!
[email protected]
! @someara
whoami
Part 1
The Dawn of Configuration Management
• What is configuration management?! • Strategies and techniques for
managing configuration and its complexity! • The art of change management
Manual Configuration
• Intuitive! • How we all start out! • Log
into machine, manipulate with fingers! • Make with the clicky clicky! • Long tradition
• Somehow feels the “safest"! • First instinct in emergencies!
• This is an illusion! • Do not do this
• Labor intensive! • Error prone! • Difficult to reproduce!
• Obviously unsustainable
Scripting
• setup.sh! • setup.pl! • setup.py! • setup.rb
• doit.sh! • doit.pl! • doit.py! • doit.rb
• Ad-hoc in nature! • Loss of history! • Lacks
testing methodology! • A step in the right direction
File Distribution
• NFS! • SMB! • AFS! • SSHFS! • GlusterFS
• uucp! • rcp! • ftp! • http! • scp
•Distributed systems! •Shares often managed manually or with scripts! •Package
repositories! •Pull is better than push! •Scp on a cron *
Execution Management
• Image management! • Snapshots and cloning! • Containers
• SSH on a for loop! • Func! • Commands
on message queues! • ISConf
• Loss of history! • Image sprawl! • Easy to
order change across nodes
Convergent Operators! (promises)
None
Mark Burgess
The rest of us
Tools
• CFEngine! • Bcfg2! • Puppet! • Chef! • Salt!
• Ansible
None
Part 2
Policy http://www.flickr.com/photos/sfllaw/222795669/
• /etc/passwd should be mode 0644! • /etc/shadow should be
mode 0600
• user ‘kermit’ should exist! • user ‘fonzi’ should exist!
• group ‘muppets’ should exist! • group ‘muppets’ should contain kermit and fonzi
• package ‘ntpd’ should be installed! • ntpd should sync
with our AD service! • service ‘ntpd’ should be running
• package ‘httpd’ should be installed! • httpd should be
expose /mnt/software/java! • service ‘httpd’ should be running
• The Java JDK, version 7u45, found on an internally
hosted web server, should be installed into /usr/local/jdk-7u45/
Polices are declarations about the state of things in a
system
Polices are applied repeatedly and repair the system when needed
Policies often change
• package ‘widget-factory’ should be installed at version 1.2.3
• package ‘widget-factory’ should be installed at version 1.3.0
http://www.flickr.com/photos/jakepjohnson/4937767595 Repeatability
Repeatable -> Idempotent -> Convergent
• Scripts are not generally repeatable
None
None
• But they can be!
None
! Idempotent operations can be applied infinite times and will
yield the same result every time
None
Idempotent http://www.flickr.com/photos/ian_munroe/4758240536/
http://www.flickr.com/photos/ian_munroe/4758240536/ Idempotent NOT GOOD ENOUGH
! Convergent operations test state and repair if needed
None
None
! A control loop keeps the system stable and allows
for change when policy is updated
Autonomous agent Policy: The box should be closed
Convergence
None
None
None
Converging with Bash
git clone
[email protected]
:someara/ cbash.git
None
None
None
None
None
None
None
None
None
None
None
None
None
Convergence and Iteration
None
None
None
None
None
None
Does order matter?
YES
None
Promises http://www.flickr.com/photos/nazzen9009/6809694353/
• Agents are autonomous! • A promise is a signal
or message perceived by an observer.! • Promises may or may not be kept.! • Agents can observe other agents! • Agents only have local information *! • Inner workings of agents are assumed to be unknown http://markburgess.org/BookOfPromises.pdf
• Agents have intentions (possible behaviors)! • Agents can make
assessments about other agents http://markburgess.org/BookOfPromises.pdf
• Configuration Management tools embody tenants of Promise Theory intentionally
or not
Domain Specific Languages
! DSLs restrict machine instructions to convergent operations
! DSLs manage ordering
None
type subject intentions
None
type subject intentions
signal
None
type subject intention
observation
None
type subject intentions
None
type intention subject
signal
Intermission
None
Part 3
Composition
None
Recipes
resource one resource two resource three
{ testable intent
recipe[http::server]
recipe[http::server]
recipes supporting files
Types
None
interface implementation
None
intentions parameters
None
new scope intention implementation
new scope intention implementation
Artifacts
metadata
None
metadata
None
http v0.1.0 chef-server api yum v3.0.0
Delivery
• nodes request their own initial run_list
recipe[httpd::server] chef-server api run_list: http v0.1.0
recipe[httpd::server] chef-server api run_list: http v0.1.0 recipe[openssh::server] openssh v3.2.1
recipe[ntp::client] chef-server api run_list: http v0.1.0 recipe[openssh::server] openssh v3.2.1 recipe[httpd::server]
ntp v1.0.0
• Push vs Pull! • Networking considerations! • Machines down
for maintenance! • Machines that don’t exist yet
Dependencies
None
None
None
None
None
None
recipe[widgetfactory] chef-server api run_list: http v0.1.0 yum v3.0.0 widgetfactory v1.0.0
Integration testing
• Test that a set of agents has achieved their
combined goal
• lsof -i :80! • ps -ef | grep httpd!
• curl localhost 2>&1 > /dev/null
• Berkshelf! • Vagrant! • Kitchen.ci! • Bats! • Serverspec
Environments
• Environments constrain cookbook versions! • Environments can set data
None
None
• Environments can be used to test branches! • Environments
can be used to segregate machines! • Environments can be manipulated programatically
None
None
http v0.1.0 chef-server api http v0.2.0 openssh v1.2.3 postgresql v3.2.1
recipe[widgetfactory] run_list: http v0.1.0 yum v3.0.0 widgetfactory v1.0.0 chef_environment: production
recipe[widgetfactory] run_list: http v0.2.0 yum v3.0.0 widgetfactory v1.0.0 chef_environment: staging
Part 4
Clusters http://www.flickr.com/photos/youraccount/5938852370/
Typical Cluster
loadbalancer application db-slave db-master
Production httpd 0.1.0
Production Staging httpd 0.1.0 httpd 0.1.0
Production Staging UUID httpd 0.1.0 httpd 0.1.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging UUID httpd 0.1.0 httpd 0.2.0 httpd 0.2.0
Production Staging httpd 0.2.0 httpd 0.2.0
Production httpd 0.2.0
An Ordering Problem
loadbalancer application
• Take a machine out of the pool! • Drain
the connections! • Modify configuration! • Insert it back into the pool
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
loadbalancer application
Orchestration
• Conductor showing signals to autonomous agents (creative policy manipulation)!
• External actor controlling sequencing (execution management)! • Application level sequencing (vector clocks, etc)
• Infrastructures are snowflakes! • Solutions are unique to applications
by nature! • Configuration Management 201
• There is no separation between ‘infrastructure’ and ‘application’! •
Distributed systems are hard! • Specialists need to work together
Devops
• Study Promise Theory! • Study distributed systems! • Develop
high quality primitives! • Be excellent to each other
Fin