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IMMUTABILITY, FROM
CODE TO
INFRASTRUCTURE,
THE WAY OF
SCALABILITY
@WAXZCE
QUENTIN ADAM AT SNOWCAMP
Quentin ADAM from the Clever Cloud
@waxzce on twitter – github- soundcloud – instagram ….
WHO AM I ?
MY DAY TO DAY WORK :
CLEVER CLOUD, THE IT
AUTOMATION COMPANY
And learn a lot of things about your code, apps, and good/bad design…
KEEP YOUR APPS ONLINE. MADE WITH
NODE.JS, SCALA, JAVA, RUBY, PHP,
PYTHON, GO…
AND LEARN A LOT OF THINGS ABOUT
YOUR CODE, APPS, AND GOOD/BAD
DESIGN…
WHEN YOU
NEED TO
SCALE
THERE ARE 2 WAYS
GROWING AND GROWING
UNTIL YOU EXPLODE OR
BECOME WEIRD
OR SPLIT THE WORK AND
MAKE YOUR SOFTWARE
WORK AS A TEAM
Build an army of fat app
YOU CAN DO BOTH
SO WE NEED TO BE ABLE
TO DISPATCH THE WORK
SCALE OUT
• Many workers
doing the same
thing
• No SPOF
• Growing is more
easy
• Introduce best
practice
SCALE UP
• 1 Fat instance
• 1 Fat application
• SPOF (single point
of failure)
• Hard to maintain
• Always has a limit
• Short term
meaning
SCALE OUT
CREATE PARALLEL
WORK UNIT
CPU:
MANY CORES
APPS:
CLUSTERING
TEAM:
MICROSERVICE
SYNCHRONIZE
ACCESS TO
THE DATA BY
THE ACTORS
DATA MANAGEMENT
IS MANDATORY
ACCESS TO THE DATA IN A MUTABLE
STATE
MAKE EVERYBODY WORKS
CONSIDER
VARIABLE OR
VM AS A
“DATA BOX”
POSSIBLE STATE IN A
MUTABLE STATE
reading
value
updating
value at a
particular
version
nothing
lock by a
editor
History …
IS THE
DATA
READABLE?
FIX STATE OF
THE DATA TO
ENSURE
ACCESSIBILITY
POSSIBLE STATE IN
AN IMMUTABLE STATE
defined
undefined
Very simple to predicate
FIX THE DATA
IN A
IMMUTABLE
STATE
AVOID HISTORY
EXAMPLE ON COLLECTIONS
MANAGEMENT
EPHEMERAL
COPY
DETERMINED
SCENARIO
RAM & SPACE
SPLIT PROCESS AND
STORAGE
Storage
• Databases
• Files
• Sessions
• Events
• …
Code
• Can be replicated
• Stateless
• Process
CONSIDER MORE
THINGS AS DATA
• User account
• Users data
• Files
• Sessions
• Events
DATA QUALIFICATION
Data
Process
data
Data
pipeline
IMMUTABILITY
FOR YOUR
CODE
IMMUTABILITY
AS A PATTERN
LET’S TALK ABOUT
INFRASTRUCTURE
40 times in 5 years price drop of AWS
SERVERS COSTS ARE GOING DOWN
Google I/O 2015
“RACE TO ZERO”
I.E THE SERVER IS FREE
In fact, all you have is…
COOL.
YOU HAVE A SERVER.
HOSTING
Backup Updates Certification
Agreement Process Provisioning
Security
Hardware
maintenance
CREATE HISTORY
DOCUMENTATION
SPECIFIC
TAYLOR MADE
NOT ABLE TO SCALE
DO NOT
CREATE
HISTORY
EPHEMERAL
SERVERS?
IMMUTABLE
INFRASTRUCTURE
THERE IS ONE PROCESS:
BUILD
THEN, REGISTER
AND LIVE WITHOUT DATA
AND DIE WHEN MORE
UPDATED VERSION IS THERE
TRASH OLD VERSION
HOW TO MANAGE
DATA?
VM, docker, kubernetes, puppet, ansible, vmware… This is not the problem
TECHNOLOGIES?
FULLY AUTOMATED HOSTING FACTORY
PRODUCTION HAS TO BE PERFECT
PEOPLE ARE NOT PERFECT
PEOPLE HAVE NOTHING TO DO ON
PRODUCTION STUFF
ULTRON
AT CLEVER CLOUD SSH CONNECTION
IS A RED ALERT
AN INSTANCE IS DEAD OR ALIVE AND
THAT’S ALL
APP FAIL ?
REDEPLOY
NEW
INSTANCE
OPERATION
SYSTEM
UPDATE ?
REDEPLOY
NEW
INSTANCE
OPERATION
SYSTEM
UPDATE ?
REDEPLOY
NEW
INSTANCE
Picking one instance or another doesn’t matter
STATELESSNESS IS THE KEY
BECAUSE YOU WILL NOT RELY
ON A SERVER ANYMORE
CREATE A FACTORY OF INSTANCE
BE CONSISTENT AND PREDICTABLE
NO MORE OLYMPIC CONTEST ON
UPTIME
IMMUTABILITY
IMMUTABILITY : NEVER DELETE,
ALWAYS CLONE, BE STATELESS
AND LOG ALL TO GET AN EVENT
STREAM ;-)
I’m on twitter : @waxzce
quentin.adam@clever-cloud.com
THANK YOU !
ANY QUESTIONS ?

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Immutability: from code to infrastructure, the way of scalability - snowcamp 2016

Hinweis der Redaktion

  1. Integrating a new technical stack can take months Installing new software is just a tiny part of the work