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When Meteor-Grade AI Comes Knocking, Do We Still Need to Learn AWS? ๐Ÿ‘‰ A Traveler's Perspective on a Decade of Decomposition and Integration (AWS Community Day Taiwan 2023)

When Meteor-Grade AI Comes Knocking, Do We Still Need to Learn AWS? ๐Ÿ‘‰ A Traveler's Perspective on a Decade of Decomposition and Integration (AWS Community Day Taiwanย 2023)

Presented at AWS Community Day Taiwan 2023, on 2023-08-26, in Taichung, Taiwan.

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ไธญๆ–‡/Chinese/zh

ใ€้š•็Ÿณ็ดš AI ไพ†ๆƒน๏ผŒ้‚„่ฆๅญธ AWS ๅ—Ž๏ผŸ ๐Ÿ‘‰ ๅๅนดๆ‹†่งฃๆ•ดๅˆ็š„ๆ—…ไบบ่ง€้ปžใ€‘

โœณ๏ธ Blog post (zh) ๐Ÿ‘‰ https://www.ernestchiang.com/zh/posts/2023/aws-community-day-taiwan-ai-why-aws-pkm/

Ernest Chiang

August 26, 2023
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  1. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). When Meteor-Grade AI Comes Knocking, Do We Still Need to Learn AWS? ๐Ÿ‘‰ A Traveler's Perspective on a Decade of Decomposition and Integration Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  2. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ้š•โฝฏ็ดš AI ไพ†ๆƒน๏ผŒ้‚„่ฆๅญธ AWS ๅ—Ž๏ผŸ ๐Ÿ‘‰ โผ—ๅนดๆ‹†่งฃๆ•ดๅˆ็š„ๆ—…โผˆ่ง€้ปžใ€‚ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  3. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). To Attend AWS Community Day Each of us needs a transportation solution
  4. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). by Taiwan High Speed Rail Transportation src = https://cyberisland.teldap.tw/P/qdhesuZpbzs
  5. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). by Bus Transportation src = https://zh.wikipedia.org/zh-tw/ๅœ‹ๅ…‰ๅฎข้‹#/media/File:DAEWOO_BX212.jpg
  6. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). by Car Transportation src = https://commons.wikimedia.org/wiki/File:็ฆ็ˆพๆ‘ฉๆฒ™โพผ้€Ÿๅ…ฌ่ทฏ_(_้—œๅปŸๅ€_).jpg
  7. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Make a Decision Find a proper framework to evaluate
  8. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Make a Decision Extend your knowledge, more options, more properties...
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). by Bicycle Transportation src = https://www.pinterest.com/pin/354517801895045981/
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). by Walking Transportation
  11. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Make a Decision Find a suitable option that meets objectives and requirements
  12. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Ernest Chiang "Find proper frameworks to facilitate our decision making, to meet our requirements, and to achieve our objectives."
  13. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Ernest Chiang "Find proper frameworks to facilitate our decision making, to meet our requirements, and to achieve our objectives."
  14. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ๆ‹†.่งฃ.ๆ•ด.ๅˆ.็š„.ๆ—….โผˆ โ€ข PAFERSโ€จ Product & Technology Integration โ€ข AWSโ€จ Community Hero โ€ข ex-TSMCโ€จ Process Integration Engineer Ernest Chiang
  15. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). PAFERS Fitness Services (PFS) The integrated products and services for fitness. Smart โ€จ Fitness โ€จ Consoles Video โ€จ Streaming Services Gym Management Services โ€จ (GMS) Training Content โ€จ Services โ€จ (TCS)
  16. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Global PAFERS IoT Edges Footprints
  17. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Bluetooth Event Europe
  18. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). PAFERS Contributes Industry Knowledge to Bluetooth Spec https://www.bluetooth.com/specifications/gatt/
  19. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). About AWS Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  20. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Wide-Range Technology vs Foundation Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  21. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Transportation Taiwan High Speed Rail src = https://cyberisland.teldap.tw/P/qdhesuZpbzs
  22. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Transportation Di ff erent types are developed according to places, resources, and time src = https://commons.wikimedia.org/wiki/File:Public_transport_collage.jpg
  23. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products Compute Instance Types src = https://www.youtube.com/watch?v=8_Xs8Ik0h1w
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products Relational and Purpose-built Databases src = https://www.youtube.com/watch?v=TL2HtX-FmiQ
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products Analytics Services src = https://www.youtube.com/watch?v=TL2HtX-FmiQ
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products End-to-End Data Strategy src = https://www.youtube.com/watch?v=TL2HtX-FmiQ
  27. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Werner Vogels, AWS re:Invent 2020 Keynote "Technology always moves forwards, but sometimes itโ€™s good to look back, to look at where we came from, to understand our foundation."
  28. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Transportation History src = https://en.wikipedia.org/wiki/Timeline_of_transportation_technology
  29. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2023Q2)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2017Q1)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2015Q1)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2013Q2)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2011Q3)
  36. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2009Q1)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2009Q1)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2007Q3)
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2007Q1)
  40. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Products (2006Q3)
  41. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Ernest Chiang "Understanding the foundation guides us to formulate our technology strategy or to construct our learning journey."
  42. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). โ€ข https://www.ernestchiang.com/ zh/posts/2022/aws-learning- path-and-strategy/ AWS ๅญธ็ฟ’่ทฏ็ทš่ˆ‡็ญ–็•ฅ AWS Learning Path and Strategy
  43. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  44. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Why AWS Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  45. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Werner Vogels "Everything fails." Because...
  46. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Werner Vogels "Everything fails." ๐Ÿ‘‰ Anticipate failure and design your products to protect your customers. โ€จ ้ ๆธฌๅคฑๆ•—ไธฆ่จญ่จˆๆ‚จ็š„็”ขๅ“ไปฅไฟ่ญทๆ‚จ็š„ๅฎขโผพใ€‚ Because...
  47. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Werner Vogels "At scale, everything fails."
  48. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (1/10) Usual suspected involved in high availability power design src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  49. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (2/10) Switch to Generator src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  50. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (3/10) Peter's sleep quality src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  51. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (4/10) The embedded software you donโ€™t own that is in your infrastructure can cause problems. src = https://www.youtube.com/watch?v=AaYNwOh90Pg โ€ข Slow to fi x bugs โ€จ ๐Ÿ‘‰ ๅฏ่ƒฝ่ŠฑไธŠโผ€ๆ•ดๅนด๏ผŒๅช่งฃๆŽ‰โผ€ๅ€‹ๅ•้กŒ๏ผˆๅฎš็พฉๅ•้กŒใ€ๆ‰พๅˆฐๅ•้กŒๆ นๆบใ€้–‹็™ผ่งฃๆณ•ใ€ ้ƒจๅฑฌ่งฃๆณ•ๅˆฐๆ‰€ๆœ‰่จญๅ‚™ใ€ๆŽ’็จ‹้ƒจๅฑฌใ€etcโ€ฆ๏ผ‰ โ€ข Features you donโ€™t needโ€จ ๐Ÿ‘‰ ๅป ๅ•†็‚บไบ†ๆปฟโพœๅคšๅฎถๅฎขโผพ็š„้œ€ๆฑ‚๏ผŒๅขžๅŠ ่จฑๅคšๅŠŸ่ƒฝๅœจๅŒโผ€ๅ€‹ๅตŒๅ…ฅๅผ่ปŸ้ซ” (embedded software) ่ฃกโพฏ๏ผŒๆˆ‘ๅ€‘ๅฏ่ƒฝๅชโฝคๅˆฐๅ…ถไธญโผ€้ƒจๅˆ†๏ผŒ้€™ๅขžๅŠ ไบ†่ค‡้›œๅบฆ (complexity)๏ผŒไนŸๅ› ๆญคๅขžๅŠ ไบ†ๆ•…้šœๆฉŸ็Ž‡ (the risk of a failure)ใ€‚ โ€ข Operational di ff erence
  52. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (5/10) AWS develops their own switch gear control system - AMCOP src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  53. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (6/10) Then check the UPS... src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  54. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (7/10) Peter's sleep quality src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  55. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (8/10) AWS data centers running this design achieve availability of almost seven 9s. src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  56. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (9/10) Rack level battery. Like micro UPS. src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  57. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AWS Data Center Power Infrastructure (10/10) Peter's sleep quality src = https://www.youtube.com/watch?v=AaYNwOh90Pg
  58. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Ernest Chiang "Find proper frameworks to facilitate our decision making, to meet our requirements, and to achieve our objectives."
  59. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). How to integrate with AWS Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Go Build Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Build Framework Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Build PKM Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
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  97. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  98. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  99. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  100. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  101. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  102. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  103. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  104. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  105. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  106. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  107. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  110. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  111. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  114. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  117. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  118. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  119. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  142. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ่ชชๅฅฝ็š„ Framework
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  146. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). IIDEE
  147. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  152. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). IIDEE
  153. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ?!
  154. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
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  160. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ?!
  161. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  162. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  166. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  167. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  168. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  169. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  170. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  171. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  172. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Digitization ?!
  173. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  174. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Digital Transformation ?!
  175. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  176. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Copilot ?!
  177. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  178. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). AGI ?!
  179. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  180. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  181. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  182. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  183. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  184. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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  185. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  191. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  192. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  193. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Namespaces 3
  194. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Workflow 4
  195. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Iteration 5
  196. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  197. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). 25
  198. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  199. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Transportation Taiwan High Speed Rail src = https://cyberisland.teldap.tw/P/qdhesuZpbzs
  200. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: Framework & Foundation (F2) Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  201. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Ernest Chiang "Find proper frameworks to facilitate your decision making, to meet your requirements, and to achieve your objectives."
  202. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Werner Vogels, AWS re:Invent 2020 Keynote "Technology always moves forwards, but sometimes itโ€™s good to look back, to look at where we came from, to understand our foundation."
  203. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: ๆ ผ็‰ฉใ€่‡ด็Ÿฅ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  204. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Knowledge Node
  205. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  206. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: ่ช ๆ„ใ€ๆญฃโผผ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  207. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).
  208. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: ไฟฎโพใ€โฟ‘ๅฎถ ๐Ÿ‘‰ ๅคšๅ…ƒใ€ๆˆๅฎถ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  209. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Role + Procedure + Artifact
  210. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: ๆฒปๅœ‹ใ€ๅนณๅคฉไธ‹ ๐Ÿ‘‰ ๆฒปไผๆฅญใ€ๅนณ็”ขๆฅญ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
  211. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). 25 Namespaces Iteration Workflow 3 4 5
  212. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Takeaways: Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023 ๆ ผ็‰ฉใ€่‡ด็Ÿฅใ€ ่ช ๆ„ใ€ๆญฃโผผ ๅคšๅ…ƒใ€ๆˆๅฎถ ๆฒปไผๆฅญใ€ๅนณ็”ขๆฅญ
  213. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ้š•โฝฏ็ดš AI ไพ†ๆƒน๏ผŒ้‚„่ฆๅญธ AWS ๅ—Ž๏ผŸ ๐Ÿ‘‰ ไฝ ็š„่ง€้ปžๅ‘ข๏ผŸ
  214. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ่ฌ่ฌ Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023 Twitter ๐Ÿ‘‰ @dwchiang Facebook ๐Ÿ‘‰ AWS User Group Taiwan AWSUGTW Meetup ๐Ÿ‘‰ ๆฏๅ€‹โฝ‰ ๅ„็จฎ ๆ˜ŸๆœŸๅ››
  215. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). ๅ•็ญ” + ๅ›ž้ฅ‹ Q&A + Feedback โ€ข https://bit.ly/feedback-to-ernestโ€จ โ€จ โ€จ โ€จ โ€จ โ€จ โ€จ โ€จ โ€จ Contact Ernestโ€จ Twitter (X) ๐Ÿ‘‰ @dwchiangโ€จ Blog ๐Ÿ‘‰ www.ernestchiang.com
  216. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). Reference Ernest Chiang | Traveller of Decomposition and Integration | AWS Community Hero | Aug 26, 2023
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). โ€ข https://www.ernestchiang.com/ zh/posts/2023/ernest-pkm- work fl ow/ ๆ‹†่งฃๆ•ดๅˆ็š„ๆ—…โผˆ Ernest PKM Work fl ow 2023
  218. 2023, Traveller of Decomposition and Integration, www.ernestchiang.com This work is

    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). โ€ข https://www.ernestchiang.com/ zh/posts/2022/aws-learning- path-and-strategy/ AWS ๅญธ็ฟ’่ทฏ็ทš่ˆ‡็ญ–็•ฅ AWS Learning Path and Strategy
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). โ€ข https://www.ernestchiang.com โ€ข https://www.ernestchiang.com/ zh/tags/keynote/ ๆ‹†่งฃๆ•ดๅˆ็š„ๆ—…โผˆ Ernest's Blog
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    licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). โ€ข https://www.buymeaco ff ee.com/ ernestchiang ่ซ‹ Ernest ๅ–ๆฏๅ’–ๅ•ก Buy Me A Co ff ee