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.
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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