enabling lean it with aws by carlos condé at the lean it summit 2014
DESCRIPTION
It’s important to experiment often and fail quickly. In order to accelerate innovation, you need to lower the cost of failure and increase the speed of innovation. How to leverage the powerful nature of on-demand cloud computing and data-driven decision making to evolve your product or service by releasing early, releasing often and iterating quickly based on customer feedback? Hear how AWS frames it in this presentation by Carlos Condé Chief Technology Evangelist, Amazon Web Services EMEA at the Lean IT Summit.TRANSCRIPT
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P ris, France 16 & 17 October, 2014
Copyright © Institut Lean France 2014
Lean IT Summit ®®
Enabling Lean IT with AWS
Carlos Conde – @caarlco
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« The most radical and transformative of
inventions are often those that empower
others to unleash their creativity – to pursue
their dreams. »
Jeff Bezos
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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TO INCREASE INNOVATION
LOWER THE COST OF FAILURE
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FAIL FAST
FAIL LOW-COST
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+ ELASTIC CAPACITY
+ NO CAPEX
+ PAY AS YOU GO
+ AVAILABLE ON-DEMAND
= NO CONSTRAINTS
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CUSTOMER TEST ENVIRONMENTS SYSTEM INTEGRATORS
& CONSULTANCY FIRMS
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WWW.123DAPP.COM
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GPU INSTANCES
G2
CG1
1x NVIDIA Kepler GK104
8 vCPU (Intel Xeon E5-2670)
2x NVIDIA Fermi M2050
16 vCPU (Intel Xeon X5570)
$0.65/h
$2.10/h
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3 HOURS FOR $4828.85/hr
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…INSTEAD OF
$20+ MILLIONS IN INFRASTRUCTURE
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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IF YOU DON’T MEASURE IT, IT DIDN’T HAPPEN
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COST AS A TECHNICAL METRIC
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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FAIL FAST
FAIL LOW-COST
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SUCCESS MAKE PEOPLE FEEL GOOD
FAILURES MAKES PEOPLE BETTER
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GOOD WEATHER DOESN’T MAKE GOOD SAILORS
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GAME DAYS SIMULATE CRISIS SITUATIONS IN A
CONTROLED ENVIRONMENT
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SUPERVISORS & PLAYERS
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MAKE A PLAN ROLE PLAY & SCOPE DEFINITION
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PLANNING KEY TEAM MEMBERS “FAILURE”
PRE-MORTEM
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SET A DATE (DEADLINE)
MAKE IT FUN
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CREATE THE SIMULATION ENVIRONMENT
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GAMEDAY ENVIRONMENT
AWS ACCOUNT A
PRODUCTION ENVIRONMENT
AWS ACCOUNT B
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CLOUDFORMATION
TEMPLATE
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SIMULATE ACTIVITY
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PRE-RECORDED NETWORK ACTIVITY
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(THROTTLED) LOAD TEST USE SPOT INSTANCES + TOOLS
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USING AMAZON EC2 TO SIMULATE
2.4 MILLION PLAYERS
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COMMUNICATION CHANNELS IRC, SHARED DOCS, VIBER, …
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SIMULATE FAILURES
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TERMINATE RESOURCES CHANGE SECURITY GROUPS CHANGE IAM ROLES DISABLE IAM USER CHANGE /ETC/HOSTS FILE AMAZON RDS FAIL-OVER TEST
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PLAY ! COMPARED TO REALITY, YOU’RE NOT
SADISTIC ENOUGH
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ACTIVATE AWS CLOUDTRAIL GAMEPLAY RECORDING & AUDITING
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DEBRIEF WHERE THE MAGIC HAPPENS
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HOW LONG DOES IT TAKE TO DETECT AN EVENT ?
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COMMUNICATION CHANEL & CHAIN OF COMMAND
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VALIDATE ASSUMPTIONS PROVE YOUR ARCHITECTURE KNOW YOUR PROCEDURES
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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11.6s
Mean time between
deployments
(weekday)
1,079
Max number of
deployments in a
single hour
10,000
Mean # of hosts
simultaneously
receiving a
deployment
30,000
Max # of hosts
simultaneously
receiving a
deployment
DEPLOYMENTS AT
AMAZON.COM
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DEPLOY TO PROD EVERY 20 MINUTES
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2 PIZZA TEAMS
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INSTAGRAM “2 backend engineers can scale a
system to 30+ million users”
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ANY GIVEN NIGHT 300,000 PEOPLE ARE HOSTED
1000s OF SERVERS, TBs OF STORAGE
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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MAKE A TO-DON’T LIST
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REMOVE WASTE Waste is anything that does not lead to
direct value for the customer
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Your
Business
70%
ON-PREMISE
INFRASTRUCTURE
30%
Managing All of the
“Undifferentiated Heavy Lifting”
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AWS
CLOUD-BASED
INFRASTRUCTURE
Your
Business
More time and resources
to focus on your business
Configuring
cloud assets
70%
30% 70%
ON-PREMISE
INFRASTRUCTURE
30%
Managing All of the
“Undifferentiated Heavy Lifting”
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1. EXPERIMENT & INNOVATE
2. MEASURE EVERYTHING
3. EMBRACE FAILURE
4. ITERATE & MOVE FAST
5. FOCUS ON YOUR BUSINESS
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« Don’t be worried about our competitors because
they’re never going to send us any money anyway.
Let’s be worried about our customers and stay
heads-down focused. »
– Jeff Bezos
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@caarlco
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EXTRA
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