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為什麼要參加 AWS re:Invent & 4 場 7 小時主題演講,該從何聽起?

為什麼要參加 AWS re:Invent & 4 場 7 小時主題演講,該從何聽起?

活動名稱:【AWS re:Cap re:Invent 2022 Watch Party Taipei】
演講日期:【2023-01-11】
演講題目:【為什麼要參加 AWS re:Invent & 4 場 7 小時主題演講,該從何聽起?】

✳️ Blog post (中文) 👉 https://www.ernestchiang.com/zh/posts/2023/aws-reinvent-2022-watch-party-taipei/
✳️ Blog post (en) 👉 https://www.ernestchiang.com/en/posts/2023/aws-reinvent-2022-watch-party-taipei/

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(English)
✳️ Think in Context: AWS re:Invent 2022 Monday Night Live Keynote With Peter Desantis 👉 https://www.ernestchiang.com/en/posts/2022/aws-reinvent-2022-monday-night-live-keynote-with-peter-desantis/
✳️ Think in Context: AWS re:Invent 2022 Adam Selipsky Keynote 👉 https://www.ernestchiang.com/en/posts/2022/aws-reinvent-2022-adam-selipsky-ceo-keynote/
✳️ Think in Context: AWS re:Invent 2022 Swami Sivasubramanian Keynote 👉 https://www.ernestchiang.com/en/posts/2022/aws-reinvent-2022-swami-sivasubramanian-keynote/
✳️ Think in Context: AWS re:Invent 2022 Werner Vogels Keynote 👉 https://www.ernestchiang.com/en/posts/2022/aws-reinvent-2022-werner-vogels-keynote/
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(中文)
✳️ 脈絡拆解: AWS re:Invent 2022 Monday Night Live Keynote With Peter Desantis 👉 https://www.ernestchiang.com/zh/posts/2022/aws-reinvent-2022-monday-night-live-keynote-with-peter-desantis/
✳️ 脈絡拆解: AWS re:Invent 2022 Adam Selipsky Keynote 👉 https://www.ernestchiang.com/zh/posts/2022/aws-reinvent-2022-adam-selipsky-ceo-keynote/
✳️ 脈絡拆解: AWS re:Invent 2022 Swami Sivasubramanian Keynote 👉 https://www.ernestchiang.com/zh/posts/2022/aws-reinvent-2022-swami-sivasubramanian-keynote/
✳️ 脈絡拆解: AWS re:Invent 2022 Werner Vogels Keynote 👉 https://www.ernestchiang.com/zh/posts/2022/aws-reinvent-2022-werner-vogels-keynote/

Ernest Chiang

January 11, 2023
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  1. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. 為什麼要參加 AWS re:Invent, 4 場 7 ⼩時主題演講,該從何聽起? Ernest Chiang Director, Product & Technology Integration, PAFERS AWS Community Hero
  2. 2022, 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). 拆.解.整.合.的.旅.⼈ • ex-TSMC
 Process Integration Engineer • PAFERS
 Product & Technology Integration • AWS
 Community Hero Ernest Chiang 3
  3. 2022, 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). Connecting Taiwan and Europe
  4. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. Why re:Invent ? & How 2 re:Invent ? Ernest Chiang Director, Product & Technology Integration, PAFERS AWS Community Hero
  5. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. • AWS re:Invent • What? • Why? • How? • Reference Agenda
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    rights reserved. Numbers • USD 1,799 in-person ticket • 5 days • 50,000 attendees (in-person) • 300,000 attendees (remote) • 50+ content tracks • 2,000+ sessions • 4 keynotes (7-hour)
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    rights reserved. 2,000+ Sessions • Keynotes • Breakouts • Chalk Talks • Builders' Sessions • Workshops • Content Hubs
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    rights reserved. 2,000+ Sessions • Keynotes 👉 YouTube 👉 Remote • Breakouts 👉 YouTube 👉 Remote • Chalk Talks 👉 1-hr Touch service team/PM 👉 In-person only • Builders' Sessions 👉 <9 ppl, 1-hr Find a solution 👉 In-person only • Workshops 👉 2-hr Learn & Focus 👉 In-person only • Content Hubs 👉 Hermione (妙麗)
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    rights reserved. Expo • AWS Village • AWS Partner Network (APN) booth • All Builders Welcome Lounge • AWS Jam Lounge • AWS Startup Lofts • Community Developer Lounge • Lightning Theaters • AWS DeepRacer League arena • Worldwide Public Sector Pavilion • Impact Lounge by AWS Nonprofits • Builders’ Fair
  10. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. Expo • AWS Village • AWS Partner Network (APN) booth • All Builders Welcome Lounge • AWS Jam Lounge • AWS Startup Lofts • Community Developer Lounge • Lightning Theaters • AWS DeepRacer League arena • Worldwide Public Sector Pavilion • Impact Lounge by AWS Nonprofits • Builders’ Fair
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    rights reserved. Why Attending AWS re:Invent?
  12. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. Why Attending AWS re:Invent? Why Attending? In-person Remote Network / Ecosystem ✅ Oppotunities ✅ Expand knowledge / Professional Growth ✅ ✅ New tools / products ✅ ✅ Find a solution ✅ ⚠ Reduce company time cost (in some way) ✅ ⚠ Learn beyond your field/interest ✅ ⚠ For people to meet you ✅ Present ideas and works ✅ Break out of your comfort zone ✅ New tips / tactics ✅ Focus ✅ Recharge / energy ✅ Have fun / relax ✅
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    rights reserved. Why Attending AWS re:Invent? Why Attending? In-person Remote People ✅ Focus ✅ Knowledge ✅ ✅
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    rights reserved. Case Study • Amazon ECS Cluster Capacity Provider • AWS re:Invent 2019 New Launch • Timeline • 2019-12-05: I attended CON312 chalk talk • 2020-01-03: Nick Coult (Principal PM) published Deep Dive on Amazon ECS Cluster Auto Scaling on AWS Container Blog. • Result • My team and I know whom to follow or to ask questions. 👉 Network • We cancelled one internal project that originally intents to do the "auto scaling" manually by our own scripts, by replacing with CP, which saved some sorts of man- hour. 👉 Reduce company time cost
  15. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. Why watching AWS re:Invent Keynotes? • AWS Leadership • Preview the global trends • Timing • Keyword • Industry • Review product roadmap • Review technology roadmap
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    rights reserved. 4 場 7 ⼩時主題演講,該從何聽起? • 他們是誰? • Peter DeSantis 👉 SVP, AWS Utility Computing • Adam Selipsky 👉 CEO, AWS • Swami Sivasubramanian 👉 VP, Data and Machine Learning, AWS • Werner Vogels 👉 Amazon.com VP and CTO 主 題 演 講 與 他 們 的 產 地
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    rights reserved. 4 場 7 ⼩時主題演講,該從何聽起? • 依照對象 • Monday Night Live Keynote with Peter DeSantis 👉 Infra, Protocol • Adam Selipsky Keynote 👉 Leadership • Swami Sivasubramanian Keynote 👉 Marketing, Data, Analytics • Werner Vogels Keynote 👉 Technology, Engineering 主 題 演 講 與 他 們 的 產 地
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    rights reserved. 4 場 7 ⼩時主題演講,該從何聽起? • 依照對象: Product 專科 • Adam Selipsky Keynote 👉 Product • Swami Sivasubramanian Keynote 👉 Sales Product • Werner Vogels Keynote 👉 Technical Product • Monday Night Live Keynote with Peter DeSantis 👉 Down-to-earth Product 主 題 演 講 與 他 們 的 產 地
  19. 2022, 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). Adam Selipsky Keynote AWS re:Invent 2022 • 1⃣ Vast 廣闊 👉 Space 太空 👉 Data 資料 • 2⃣ Unfathomable 深不可測 👉 Deep Sea 深海 👉 Security 安全 • 3⃣ Extreme 極端 👉 Antarctica 南極 👉 Compute 運算 • 4⃣ Possibilities 各種可能性 👉 Imagination 想像 👉 Application 產業應⽤ 31
  20. 2022, 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). Adam Selipsky Keynote AWS re:Invent 2022 - 1⃣ Vast 廣闊 👉 Space 太空 👉 Data 資料 • ✳ Exploring the vast data realm • [NEW 🚀 ] OpenSearch Service Serverless (Preview) • ✳ Integration 👉 ETL 惡夢 👉 A Zero ETL future… • [NEW 🚀 ] Amazon Aurora zero-ETL integration with Amazon Redshift • [NEW 🚀 ] Amazon Redshift integration for Apache Spark (GA) • ✳ Governance • [NEW 🚀 ] Amazon DataZone (Coming Soon) • ✳ Insights • [NEW 🚀 ] Operational paginated reports • [NEW 🚀 ] ML-powered forecasting with Q (GA Today!) 32
  21. 2022, 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). Adam Selipsky Keynote AWS re:Invent 2022 - 2⃣ Unfathomable 深不可測 👉 Deep Sea 深海 👉 Security 安全 • OCSF - Open Cybersecurity Schema Framework • [NEW 🚀] Amazon Security Lake (Available in Preview Today) 33
  22. 2022, 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). Adam Selipsky Keynote AWS re:Invent 2022 - 3⃣ Extreme 極端 👉 Antarctica 南極 👉 Compute 運算 • ✳ Graviton3 - 25% faster than Graviton2 • [NEW 🚀 ] C7gn Instance for EC2, Powered by Graviton3 (Available in Preview Today) • ✳ Machine Learning • [NEW 🚀 ] Inf2 Instances for EC2 (Available in Preview Today) • ✳ High Performance Computing (HPC) • Compute and network intensive - [NEW 🚀 ] Hpc7g (Coming soon) • Data and memory intensive - [NEW 🚀 ] Hpc6id (GA Today) • ✳ Spatial Simulation • [NEW 🚀 ] AWS SimSpace Weaver (GA) - Run massive spatial simulations without managing infra 34
  23. 2022, 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). Adam Selipsky Keynote AWS re:Invent 2022 - 4⃣ Possibilities 各種可能性 👉 Imagination 想像 👉 Application 產業應⽤ • ✳ Removing constraints • [NEW 🚀] AWS Supply Chain (Preview Today) • ✳ Combining disparate ideas • [NEW 🚀] AWS Clean Rooms (Preview in a few weeks) • [NEW 🚀] Amazon Omics (GA) 35
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    rights reserved. Case Study • Why there's no container / k8s in the CEO keynote? • Why Spatial Simulation? • Why Supply Chain? • Why Clean Rooms? • Why Amazon Omics has already got GA?
  25. 2022, 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 Keynote AWS re:Invent 2022 • 1⃣ Asynchrony!! • 2⃣ The world is multidimensional 👉 3D, simulation 38
  26. 2022, 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 Keynote AWS re:Invent 2022 - 1⃣ Asynchrony!! (1/2) • Amazon S3 Design Principles 👉 拆解⿃類⾶⾏ bird murmuration • The world is Asynchronous • Work fl ows enable us to build applications from loosely coupled components. • Listen, learn, improve • [NEW 🚀 ] AWS Step Functions Distributed Map (GA Today) • The world is event-driven • All complex systems that work, evolved from simpler systems that worked — GALL’S LAW • Simplifying the complex • [NEW 🚀 ] AWS Application Composer (Available in Preview Today) 39
  27. 2022, 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 Keynote AWS re:Invent 2022 - 1⃣ Asynchrony!! (2/2) • The spider in the web 👉 從⿃類講到蜘蛛! • in our world, the event bus is the spider in the web. • Events are composable • [NEW 🚀 ] Amazon EventBridge Pipes (GA Today) 👉 ⼜⼀個把多種服務連起來的產品! • Guest: Angela Timofte, Director of Engineering, Trustpilot • AWS Heroes • Event-driven architectures enable global scale • The world is built on patterns • [NEW 🚀 ] Amazon CodeCatalyst (Available in Preview Today) 👉 開發流程加速,可以期待⼀下這個! • Event-driven architectures help development teams move faster 40
  28. 2022, 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 Keynote AWS re:Invent 2022 - 2⃣ The world is multidimensional 👉 3D, simulation • Example: James Taylor & Son 百年老店的數位轉型 • A 3D models is worth a thousand pictures. —> Photogrammetry • 3D will soon be as pervasive as video —> 趨勢預⾔! • The fusion of models, sensors and data. • Visualize everything • Guest: Nathan Thomas, VP, Unreal Engine, Epic Games • AWS Ambit Scenario Designer 👉 ⼆⽉就發表了 • Experiment, measure, learn —> Simulation • [NEW 🚀 ] AWS SimSpace Weaver (GA) • What about the future? • Curiosity with Dr. Werner Vogels • Simulate everything 41
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    rights reserved. Case Study • Why there's no container / k8s in the CTO keynote? • Why async? • Why 3D Simulation? • Any trend/buzzword difference between Taiwan and USA? • Which is your target market? • What-if: summarize your whole-year work as a keynote, what will you present?
  30. 2022, 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). Swami Sivasubramanian Keynote AWS re:Invent 2022 • Dots 👉 Connect the dots • Core elements of a data strategy • 1⃣ Build future-proof foundations - supported by core data services • 2⃣ Weave connective tissue - across your organization • 3⃣ Democratize data - with tools and education 44
  31. 2022, 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). Swami Sivasubramanian Keynote AWS re:Invent 2022 - 1⃣ Build future-proof foundations - supported by core data services • 1⃣ 在建構未來的基礎基⽯,需要四個要素 • ✳ Tools for every workload • ✳ Performance at scale • ✳ Removing heavy lifting - 簡化管理 - 不拿⽯頭砸⾃⼰的腳、請把⽯頭搬 開 • ✳ Reliability and scalability 45
  32. 2022, 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). Swami Sivasubramanian Keynote • ✳ Tools for every workload • [NEW 🚀] Amazon Athena for Apache Spark (GA Today) • [NEW 🚀] Amazon Redshift Integration for Apache Spark (GA Today) • ✳ Performance at scale • [NEW 🚀] Amazon DocumentDB Elastic Clusters (GA Today) 46 AWS re:Invent 2022 - 1⃣ Build future-proof foundations - supported by core data services
  33. 2022, 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). Swami Sivasubramanian Keynote • ✳ Removing heavy lifting • [NEW 🚀] Amazon SageMaker now supports Geospatial ML (Available in Preview Today) • ✳ Reliability and scalability • [NEW 🚀] Amazon Redshift Multi-AZ (Available in Preview Today) 47 AWS re:Invent 2022 - 1⃣ Build future-proof foundations - supported by core data services
  34. 2022, 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). Swami Sivasubramanian Keynote AWS re:Invent 2022 - 2⃣ Weave connective tissue - across your organization • ✳ Strong and adaptive - Quality tools and data drive future growth • [NEW 🚀 ] AWS Glue Data Quality (Available in Preview Today) • ✳ Governed by a system of cooperation - Data governance connects siloed teams • [NEW 🚀 ] Centralized Access Controls for Redshift Data Sharing (Available in preview Today) • ✳ Pathways to vital resources - Connected data stores are critical for survival • Investing in a Zero ETL future • [NEW 🚀 ] Amazon Aurora zero-ETL integration with Amazon Redshift • [NEW 🚀 ] Amazon Redshift auto-copy from S3 (Available in Preview Today) • [NEW 🚀 ] Amazon AppFlow now o ff ers 50+ connectors • [NEW 🚀 ] Access 40+ new data sources from Amazon SageMaker Data Wrangler 48
  35. 2022, 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). Swami Sivasubramanian Keynote AWS re:Invent 2022 - 3⃣ Democratize data - with tools and education • ✳ A wider net for innovation • ✳ Limited access to education • [NEW 🚀] AWS ML University now provides educator training (GA Today) 49
  36. 2022, 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). Monday Night Live Keynote with Peter DeSantis AWS re:Invent 2022 • 1⃣ Performance • 2⃣ Foundational models • 3⃣ Serverless computing 51
  37. 2022, 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). Monday Night Live Keynote with Peter DeSantis AWS re:Invent 2022 - 1⃣ Performance • AWS Nitro • [NEW 🚀] AWS Nitro v5 (GA Today) • [NEW 🚀] C7gn EC2 instance (Available in Preview Today) • Graviton3 • [NEW 🚀] Graviton3E • [NEW 🚀] HPC7g EC2 instance (Coming soon) 52
  38. 2022, 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). Monday Night Live Keynote with Peter DeSantis AWS re:Invent 2022 - 1⃣ Performance • Hardware and Software • EFA: Elastic Fabric Adapter —> AWS custom networking interface • SRD: Scalable Reliable Datagram —> networking protocol for low latency networking • TCP • What else could we do with SRD? • [NEW 🚀] All new EBS io2 volumes will be running on SRD (Coming soon) • [NEW 🚀] ENA Express 53
  39. 2022, 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). Monday Night Live Keynote with Peter DeSantis AWS re:Invent 2022 - 2⃣ Foundational models • The next step function change in ML model size • Trn1 • Scale Out • [NEW 🚀] Trn1n Instances for EC2 (Coming Soon) • Guest: Jock Clear, Senior Race Engineer and Driving Coach for Charles Leclerc at Scuderia Ferrari. 54
  40. 2022, 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). Monday Night Live Keynote with Peter DeSantis AWS re:Invent 2022 - 3⃣ Serverless computing • AWS Lambda • Process isolation • Firecracker • How can we make cold starts faster? • [NEW 🚀] AWS Lambda SnapStart (GA Today) 55
  41. 2022, 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). My two cents • ⾏有餘⼒,將⾃⼰對應領域的主題演講錄影影片看過⾄少⼀遍,運⽤上述⼤綱,延伸紀錄⾃⼰的想 法、摘要。 • 開始看主題演講錄影影片之前,先複習⾃⼰的組織⽬標、產品⽬標。 • ⼀邊看主題演講錄影影片、⼀邊交叉對照、聯想⾃⼰的組織⽬標、產品⽬標。可能會有不同的 想法。想到就寫下來。 • 看完主題演講錄影影片之後,嘗試交叉聯想⾃⼰寫下來的各個想法,跟原本的⽬標作對照。 • 與其他⼈討論、與同學同事討論、與客⼾討論、與主管討論。 • 如果討論尚不可⾏,先嘗試單⽅向分享,再嘗試引發問題、形成討論。 如何整合?(1/3)
  42. 2022, 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). My two cents • 將這篇【AWS re:Invent 2022 拆解整合上⼿包】⽂章整理進筆記系統、或知識系 統,並於⾏事曆設定每兩個⽉將本⽂拉出來花 15-30 分鐘,再與當時的組織⽬ 標,對照⼀次。 • 如果你的產業與 AWS 某個產品線⾼度相關,將本⽂當作指北針使⽤。 • 交叉對照其他產業、研討會主題演講或趨勢。 • 交叉對照⾃⼰客⼾的回饋資訊,這是你的優勢,你的第⼀⼿資訊。 如何整合?(2/3)
  43. 2022, 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). My two cents • 動⼿玩、動⼿嘗試、動⼿打造 (Now Go Build!) • 學習的⽬的,是累積未來解決問題的能⼒。 • 不⼀定只玩,新發布的產品。 • 例如聽到 CTO Werner Vogels 講到「The world is Asynchronous」 「The world is event-driven」,可以⽤關鍵字延伸尋找諸如「AWS re:Invent 2022 - Building next-gen applications with event-driven architectures (API311-R)」這類影片開始學習。 如何整合?(3/3)
  44. 2022, 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's Blog • https://www.ernestchiang.com • https:// www.ernestchiang.com/zh/ tags/keynote/ • https:// www.ernestchiang.com/zh/ tags/reinvent2022/ 拆 / 解 / 整 / 合
  45. 2022, 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). Product Development Framework • 【產品與技術整合,從拆解 AWS 產品線開始】 • 👉 https://www.ernestchiang.com/zh/posts/2022/aws-community-day- product-and-technology-integration/ ⼟砲型產品開發框架
  46. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. 為什麼要參加 AWS re:Invent, 4 場 7 ⼩時主題演講,該從何聽起? Ernest Chiang Director, Product & Technology Integration, PAFERS AWS Community Hero
  47. © 2022, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. Thank you! Ernest Chiang Twitter 👉 @dwchiang Blog 👉 www.ernestchiang.com AWSUGTW 👉 
 www.facebook.com/groups/ awsugtw
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    rights reserved. ! Please complete the session survey