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stroke-linejoin=\"round\" stroke-width=\"2\" d=\"m5 12l7-7l7 7m-7 7V5\"\u002F>",{"id":34,"title":35,"body":36,"category":143,"cover":45,"data_key":144,"date":145,"description":146,"excerpt":136,"extension":147,"keywords":136,"locale":148,"meta":149,"navigation":24,"order":150,"path":151,"published":24,"seo":152,"slug":153,"stem":154,"subtitle":155,"__hash__":156},"blog\u002Fblog\u002Ftw\u002FHow-to-Deploy-Edge-AI.md","如何部署 Edge AI",{"type":37,"value":38,"toc":135},"minimark",[39,46,49,52,57,60,83,86,90,93,113,116,119,122],[40,41,42],"p",{},[43,44],"img",{"alt":35,"src":45},"\u002Fimages\u002Fblog\u002FHow-to-Deploy-Edge-AI\u002FHowtoDeployEdgeAI.webp",[40,47,48],{},"隨著邊緣運算與 AI 的興起，Edge AI 的需求快速成長。根據 Maximize Market Research 的市場研究(1)，2023 年 Edge AI 市場規模約為 174.6 億美元，並預估在 2024 至 2030 年間以 20.1% 的年複合成長率（CAGR）成長，到 2030 年將達到近 629.3 億美元。",[40,50,51],{},"然而，部署 Edge AI 充滿挑戰——需要跨多個地區管理大量裝置，導致龐大的時間與人力成本。",[53,54,56],"h2",{"id":55},"部署-edge-ai-的挑戰","部署 Edge AI 的挑戰",[40,58,59],{},"部署 Edge AI 伴隨多項挑戰。我們歸納出企業最常面臨的三大問題：",[61,62,63,71,77],"ul",{},[64,65,66,70],"li",{},[67,68,69],"strong",{},"跨多地區與多場域的裝置管理"," 在不同地區部署 Edge AI，會增加負責管理與維護系統的人員差旅成本。此外，各地區基礎設施標準、連線方式與環境條件的差異，也帶來整體營運上的挑戰。",[64,72,73,76],{},[67,74,75],{},"逐一設定、維護與更新"," 每一台邊緣裝置都必須個別設定、維護與更新。逐台處理既耗時又耗費人力，包含初始設定、持續監控與定期更新，以確保有效且安全的運作。",[64,78,79,82],{},[67,80,81],{},"不同的裝置架構"," Edge AI 部署必須相容於 ARM、x86 等多種裝置架構。每種架構在相容性、最佳化與效能上各有挑戰，需要針對不同類型的裝置量身打造解決方案。",[40,84,85],{},"唯有解決這些挑戰，企業才能更充分發揮 Edge AI 的效益。",[53,87,89],{"id":88},"以-oos-實現可擴展的-edge-ai-部署","以 OOS 實現可擴展的 Edge AI 部署",[40,91,92],{},"OOS 提供「一鍵式可擴展部署」（One-Click Scalable Deployment），支援跨地區、跨場域、跨多裝置的部署。使用者可透過 OOS 一次設定所有 Edge AI 站點，大幅降低人力與時間成本。",[61,94,95,101,107],{},[64,96,97,100],{},[67,98,99],{},"跨多地區"," OOS 提供一鍵式可擴展部署，可同時建置所有 Edge AI 站點，大幅減少系統管理與維護所需的人力與差旅費用。",[64,102,103,106],{},[67,104,105],{},"跨多場域"," OOS 以彈性方案因應各產業的獨特需求，無論是應用程式遞送或網路設定，都提供可客製化的部署選項，確保無縫整合與最佳效能。",[64,108,109,112],{},[67,110,111],{},"跨多裝置"," OOS 支援 ARM、x86 Pi、SoC 等多種裝置架構，透過量身打造的方案，確保跨裝置的相容性、最佳化與效能。",[53,114,115],{"id":115},"結論",[40,117,118],{},"Edge AI 與邊緣運算市場的快速成長，同時帶來龐大的機會與挑戰。邊緣運算的部署與雲端運算大不相同，分散式運算大幅提高了營運管理的複雜度。然而，採用具備一鍵式可擴展部署的 OOS，能簡化這些挑戰，為跨地區、跨場域、跨裝置的邊緣運算部署提供更精簡的方法。藉由這些解決方案，企業能提升效率、降低成本並達到最佳效能，在科技進展中搶占領先地位。",[53,120,121],{"id":121},"參考資料",[61,123,124],{},[64,125,126,127,134],{},"Maximize Market Research. 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