[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fi7iGf9Bifi9ac66igx5McKeUuNmr_W-6lgvNDDNcjfE":3,"profile-undefined":29,"$f-aj-nd1yq6eZvhA0FX95-Oz8zJi-jQstXGEuUyPrK38":116,"$fGoKnMndZbiaLXZ0bnjmoV3e0dvE4iRGERbBAYriqAdQ":133,"$fLEGDFqunXnwAqTGpxTrbNBVrCZ1joA4Tf5FO2Al5thU":143,"$fCKucU59LziTuv7r_dIZsYQZUg64_u3LDvIZiJxaUzGw":535,"$fOBs5dAsniP2TlQGE8Dnsv8oSFKNWEyFc8k2eXHXlgFw":546,"$f_JTRdt6-GIqkk7o6SKSS9QmNSCuuUgl9rKzBwl4soWk":552},{"id":4,"type":5,"title":6,"uri":7,"varyParams":8,"meta":9,"breadcrumb":24,"titleInfo":40,"author":51,"contentBlocks":59},"news\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai","blog","データセンターからエッジへ：産業用ストレージがAIを実現する場所","\u002Fja\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai",[],{"metaTitle":6,"metaDescription":10,"metaTags":11,"metaNoIndex":12,"alternate":13,"dropQueryParamsOnLanguageSwitch":12},"データセンターからエッジデバイスに至るまで、産業用ストレージが信頼性、耐久性、データ整合性、そして長期にわたる可用性を通じて、AIをどのように支えているかをご紹介します。","",false,[14,18,21],{"hreflang":15,"href":16,"uri":17},"de","https:\u002F\u002Fwww.swissbit.com\u002Fde\u002Fnews\u002Fblog\u002Fvon-der-cloud-bis-zum-edge-industrieller-speicher-als-grundlage-fuer-ki","news\u002Fblog\u002Fvon-der-cloud-bis-zum-edge-industrieller-speicher-als-grundlage-fuer-ki",{"hreflang":19,"href":20,"uri":4},"en","https:\u002F\u002Fwww.swissbit.com\u002Fen\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai",{"hreflang":22,"href":23,"uri":4},"ja","https:\u002F\u002Fwww.swissbit.com\u002Fja\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai",{"news":25,"news\u002Fblog":32,"news\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai":38},{"label":26,"icon":27,"link":30,"is-anchor-page":31},"News",{"type":28,"svg":29,"sprite-id":29},"sprite",null,"\u002Fen\u002Fnews",true,{"label":33,"icon":34,"link":37,"is-anchor-page":12},"swissbit blog",{"type":35,"svg":36,"sprite-id":29},"upload","\u003C?xml version=\"1.0\" encoding=\"UTF-8\"?>\n\u003Csvg id=\"Ebene_1\" data-name=\"Ebene 1\" xmlns=\"http:\u002F\u002Fwww.w3.org\u002F2000\u002Fsvg\" version=\"1.1\" viewBox=\"0 0 124.1 169.4\">\n  \u003Cdefs>\n    \u003Cstyle>\n      .cls-1 {\n        fill: #fff;\n        stroke-width: 0px;\n      }\n    \u003C\u002Fstyle>\n  \u003C\u002Fdefs>\n  \u003Cpath class=\"cls-1\" d=\"M0,0v124.1h44.8l52,45.3-6.4-45.3h2.6c17.2,0,31.1-13.9,31.1-31.1V0H0ZM84.1,96c-1.7.9-3.7,1.4-6,1.7-2.3.3-6.3.4-12.1.4H27.5v-11.5h35c6.8,0,10.9-.3,12.4-.9,2.4-1,3.6-3.8,3.6-8.2,0-4.7-1.5-7.4-4.5-8.1-1.2-.3-4.8-.5-10.6-.5h-5.9c-7.8,0-13.1-.2-15.8-.7-2.8-.5-5.2-1.5-7.2-3.2-5.2-4.1-7.7-10.1-7.7-18.1,0-4.2.9-8,2.6-11.3s4-5.7,7-7.3c3.7-1.9,9.5-2.9,17.4-2.9h36.6v11.5h-32.9c-5,0-8.3.1-9.8.3s-2.7.8-3.6,1.7c-1.7,1.7-2.6,4.4-2.6,8.2,0,3.6.9,6,2.7,7.1s5.8,1.7,11.8,1.7h10c8.1.1,13,.2,14.9.4s3.6.8,5.3,1.8c4.9,3,7.3,9.1,7.3,18.1-.1,10.1-3.2,16.7-9.4,19.8Z\"\u002F>\n\u003C\u002Fsvg>","\u002Fja\u002Fnews\u002Fblog",{"label":6,"icon":39,"link":7,"is-anchor-page":12},{"type":28,"svg":29,"sprite-id":29},{"headline":6,"date":41,"text":42,"image":43,"tags":48,"downloads":49,"resources":50},"10.04.2026","\u003Cp>AIは、GPUやメモリだけで動作するわけではありません。あらゆるモデルの裏側では、産業用フラッシュストレージが、起動プロセス、ファームウェア、ログ、テレメトリ、エッジ推論システムの信頼性、セキュリティ、可用性を確保しています。データセンターのインフラから堅牢なエッジサーバーに至るまで、Swissbitは、AIが実環境下で確実に機能するために必要な、安定かつ信頼性の高い基盤の構築を支援します。\u003C\u002Fp>",{"url":44,"focus":29,"srcset":45,"width":46,"height":47,"ai-generated":12,"alt":29,"title":29},"https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fpages\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai\u002F9125a7c98c-1775746198\u002Fteaser_2-1_ai-storage.jpg?_=6198","https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fpages\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai\u002F9125a7c98c-1775746198\u002Fteaser_2-1_ai-storage-400x-q75.webp?_=6198 400w, https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fpages\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai\u002F9125a7c98c-1775746198\u002Fteaser_2-1_ai-storage-800x-q65.webp?_=6198 800w, https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fpages\u002Fnews\u002Fblog\u002Ffrom-data-center-to-edge-where-industrial-storage-enables-ai\u002F9125a7c98c-1775746198\u002Fteaser_2-1_ai-storage-1200x-q60.webp?_=6198 1200w",1200,600,[],[],[],{"about":52,"name":53,"image":54},"\u003Cp>\u003Cstrong>Martin Schreiber\u003C\u002Fstrong> serves as Head of Product Management & Technical Marketing for Swissbit Memory Solutions. He is passionate about products, markets, and customers. Before joining Swissbit as Product Marketing Manager in 2020, Martin spent several years in the UK gaining global experience in product management, strategy management, and design engineering.\u003C\u002Fp>","Martin Schreiber",{"url":55,"focus":29,"srcset":56,"width":57,"height":58,"ai-generated":12,"alt":29,"title":29},"https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fusers\u002FtCuzdLh2\u002F55ea326d33-1784879276\u002Fprofile.jpg?_=9276","https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fusers\u002FtCuzdLh2\u002F55ea326d33-1784879276\u002Fprofile-112x112-crop-q85-sharpen25.webp?_=9276 112w, https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fusers\u002FtCuzdLh2\u002F55ea326d33-1784879276\u002Fprofile-224x224-crop-q85-sharpen10.webp?_=9276 224w, https:\u002F\u002Fwww.swissbit.com\u002Fmedia\u002Fusers\u002FtCuzdLh2\u002F55ea326d33-1784879276\u002Fprofile-600x600-crop-q85.webp?_=9276 600w",5000,3327,[60,65,71,75,79,83,87,91,95,99,103,107],{"content":61,"id":63,"isHidden":12,"type":64},{"text":62},"\u003Cp>昨今、AIに関連するインフラといえば、真っ先にGPUやアクセラレータクラスタ、高帯域幅メモリが思い浮かぶでしょう。そして、それらは確かに注目に値するものです。AIモデルが適切に機能するためには、膨大な演算能力と極めて高いメモリ帯域幅が必要です。しかし、ここでは舞台裏にあるすべて、つまりAIクラスタを円滑に稼働させ、管理しやすくし、今後何年にもわたってその役割を果たせるだけの信頼性を確保するインフラについてお話ししたいと思います。\u003C\u002Fp>\u003Cp>実のところ、AIデータセンターは単なるアクセラレータやペタバイト級の高速ストレージだけではありません。それは、プロセス全体にとってそれぞれ不可欠な、多くの異なるコンポーネントから構成される「生きているエコシステム」なのです。 そして、これらのコンポーネントのほとんどは、何らかの形でフラッシュストレージを必要としています。これは、モデルやデータセットの保存に私たちが普段使っているようなフラッシュストレージではなく、ブートコード、ファームウェア、設定、ログ、セキュリティ、テレメトリデータを保存するために必要なフラッシュストレージです。フラッシュストレージがなければ、AIクラスターを機能させるための周辺インフラは、その役割を果たすことができません。\u003C\u002Fp>","1e5c2ffe-fcc1-44cc-b8b4-a85206d16ff1","textWithFormats",{"content":66,"id":69,"isHidden":12,"type":70},{"level":67,"text":68},"h2","\u003Cstrong>フラッシュストレージがAIを可能にする数多くのシーン\u003C\u002Fstrong>","436e56e0-2313-40d8-9448-f93218784f25","heading",{"content":72,"id":74,"isHidden":12,"type":64},{"text":73},"\u003Cp>AIデータセンターといえばGPUがずらりと並んでいるイメージがありますが、実際には、最終的なソリューションを提供するために相互接続された多くの異なるシステムで構成される、複雑で多層的な環境です。\u003Cstrong>ストレージシステム\u003C\u002Fstrong>は、LustreやGPFSなどの並列ファイルシステムのバックボーンであり、フラッシュストレージを活用して高スループットのデータストライピングとデータ配信を実現しています。\u003Cstrong>メタデータサーバー\u003C\u002Fstrong>もまた、ストレージサーバーを補完するシステムの一つであり、フラッシュストレージを活用して高性能なファイル操作やネームスペース情報を提供しています。\u003C\u002Fp>\u003Cp>\u003Cstrong>GPU\u003C\u002Fstrong> 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href=\"https:\u002F\u002Fwww.swissbit.com\u002Fja\u002Findustries\u002Fnetworking-communication\" target=\"_blank\">\u003Cu>エッジAIサーバー\u003C\u002Fu>\u003C\u002Fa>\u003C\u002Fstrong>は、工場、小売店舗、さらには都市部においてAI推論を実行します。エッジAIサーバーは、ライブカメラ映像やマシンデータに対してリアルタイムで推論を実行します。これにより、クラウドへの依存度が低減され、プライバシー保護も強化されます。\u003C\u002Fp>\u003Cp>フラッシュストレージは、こうしたエッジAIサーバーにおいて重要な役割を果たします。エッジAIサーバーには、\u003Cstrong>リアルタイムのデータバッファリングとキャッシュ処理が\u003C\u002Fstrong>求められます。ストレージデバイスは、データをキャッシュし、これらのエッジ環境において\u003Cstrong>データの一時的な保持性\u003C\u002Fstrong>を確保する必要があります。さらに、エッジ環境では電源供給が不安定であったり、高温条件下で動作したりする場合もあります。そのため、ストレージデバイスは高い信頼性を備え、こうした条件下でも一貫したパフォーマンスを発揮することが求められます。\u003C\u002Fp>\u003Cp>ツールセットの一部となる機能としては、データ保持、ハードウェア暗号化、リモート管理機能、停電保護、耐久性などが挙げられます。しかし、エッジ環境において、ストレージデバイスには単に高速である以上のことが求められます。\u003Cstrong>ストレージデバイスには、信頼性が求められているのです\u003C\u002Fstrong>。\u003C\u002Fp>","eff1032d-2038-412a-a2ea-3713b36f5460",{"content":84,"id":86,"isHidden":12,"type":70},{"level":67,"text":85},"\u003Cstrong>「AI対応ストレージ」とは、実際には何を意味するのでしょうか？\u003C\u002Fstrong>","070ba140-b9f4-48e3-b375-1fdbf2b7af57",{"content":88,"id":90,"isHidden":12,"type":64},{"text":89},"\u003Cp>データセンターからエッジに至るまで、フラッシュストレージは、極端な温度範囲での安定性、ログやテレメトリデータに対する持続的な書き込み性能、メタデータアクセスやブートコードに対する強力な低遅延性能、停電時のデータ整合性など、複雑な一連の要件を満たす必要があります。また、BMCからエッジゲートウェイまであらゆるものをサポートするための多種多様なフォームファクタに加え、セキュアなファームウェア管理やハードウェア暗号化もますます重要になっています。\u003C\u002Fp>\u003Cp>そしてもちろん、\u003Cstrong>必要なのは産業用グレードのフラッシュストレージです\u003C\u002Fstrong>。民生用ではありません。絶え間ない使用、極端な温度環境、書き込み集約型のワークロードといった要件 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