Enabling Lean IT with AWS by Carlos Condé at the Lean IT Summit 2014
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This document discusses how AWS enables lean IT practices like experimentation, measurement, embracing failure, iteration, and focus on the business. It provides examples of how AWS allows for low-cost experimentation and failure through its elastic and pay-as-you-go model. Game days are proposed as a way to simulate crisis situations in a controlled environment using AWS to test procedures and architectures without risk to production systems. Frequent deployment and automation are also discussed as lean practices enabled by AWS.
Enabling Lean IT with AWS by Carlos Condé at the Lean IT Summit 2014
- 1. P ris, France 16 & 17 October, 2014 Copyright © Institut Lean France 2014 ® Lean IT Summit ® Enabling Lean IT with AWS Carlos Conde – @caarlco
- 2. « The most radical and transformative of inventions are often those that empower others to unleash their creativity – to pursue their dreams. » Jeff Bezos
- 7. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 8. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 9. TO INCREASE INNOVATION LOWER THE COST OF FAILURE
- 10. FAIL FAST FAIL LOW-COST
- 11. + ELASTIC CAPACITY + NO CAPEX + PAY AS YOU GO + AVAILABLE ON-DEMAND = NO CONSTRAINTS
- 14. CUSTOMER TEST ENVIRONMENTS SYSTEM INTEGRATORS & CONSULTANCY FIRMS
- 16. WWW.123DAPP.COM
- 21. 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
- 28. 3 HOURS FOR $4828.85/hr
- 29. …INSTEAD OF $20+ MILLIONS IN INFRASTRUCTURE
- 30. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 31. IF YOU DON’T MEASURE IT, IT DIDN’T HAPPEN
- 33. COST AS A TECHNICAL METRIC
- 40. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 41. FAIL FAST FAIL LOW-COST
- 42. SUCCESS MAKE PEOPLE FEEL GOOD FAILURES MAKES PEOPLE BETTER
- 43. GOOD WEATHER DOESN’T MAKE GOOD SAILORS
- 44. GAME DAYS SIMULATE CRISIS SITUATIONS IN A CONTROLED ENVIRONMENT
- 48. MAKE A PLAN ROLE PLAY & SCOPE DEFINITION
- 49. PLANNING KEY TEAM MEMBERS “FAILURE” PRE-MORTEM
- 50. SET A DATE (DEADLINE) MAKE IT FUN
- 51. CREATE THE SIMULATION ENVIRONMENT
- 52. GAMEDAY ENVIRONMENT AWS ACCOUNT A PRODUCTION ENVIRONMENT AWS ACCOUNT B
- 56. (THROTTLED) LOAD TEST USE SPOT INSTANCES + TOOLS
- 57. USING AMAZON EC2 TO SIMULATE 2.4 MILLION PLAYERS
- 58. COMMUNICATION CHANNELS IRC, SHARED DOCS, VIBER, …
- 61. TERMINATE RESOURCES CHANGE SECURITY GROUPS CHANGE IAM ROLES DISABLE IAM USER CHANGE /ETC/HOSTS FILE AMAZON RDS FAIL-OVER TEST
- 63. PLAY ! COMPARED TO REALITY, YOU’RE NOT SADISTIC ENOUGH
- 64. ACTIVATE AWS CLOUDTRAIL GAMEPLAY RECORDING & AUDITING
- 66. DEBRIEF WHERE THE MAGIC HAPPENS
- 67. HOW LONG DOES IT TAKE TO DETECT AN EVENT ?
- 68. COMMUNICATION CHANEL & CHAIN OF COMMAND
- 69. VALIDATE ASSUMPTIONS PROVE YOUR ARCHITECTURE KNOW YOUR PROCEDURES
- 70. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 72. 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
- 73. DEPLOY TO PROD EVERY 20 MINUTES
- 74. 2 PIZZA TEAMS
- 75. INSTAGRAM “2 backend engineers can scale a system to 30+ million users”
- 76. ANY GIVEN NIGHT 300,000 PEOPLE ARE HOSTED 1000s OF SERVERS, TBs OF STORAGE
- 78. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 80. MAKE A TO-DON’T LIST
- 81. REMOVE WASTE Waste is anything that does not lead to direct value for the customer
- 82. Your Business 70% ON-PREMISE INFRASTRUCTURE 30% Managing All of the “Undifferentiated Heavy Lifting”
- 83. 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”
- 84. 1.EXPERIMENT & INNOVATE 2.MEASURE EVERYTHING 3.EMBRACE FAILURE 4.ITERATE & MOVE FAST 5.FOCUS ON YOUR BUSINESS
- 85. « 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
- 86. @caarlco
- 87. EXTRA
- 97. Dropcam is the biggest inbound video service on the Web •More data uploaded per minute than YouTube •Petabytes of data processed every month •Billions of motion events detected