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【Chinese Only】DOIT: 架構革新:算力產業從通算到智算的範式躍遷

News BACK TO PREVIOUS

Apr 29, 2025

架構革新:算力產業從通算到智算的典範躍遷

在人工智慧蓬勃發展的當下,AI應用加速滲透到各行各業,這使得算力需求發生了從「通用運算」到「智慧運算」的深刻變革。傳統運算架構在能源效率比、任務調度時延以及產業適配性等方面的不足愈發明顯,這一現狀促使算力產業站在了架構革新的關鍵轉折點上。

 

一、智算崛起:算力需求結構的典範轉移

 

大模型時代的到來,對算力提出了更高維度的要求。

 

在分散式訓練場景中,對網絡延遲和帶寬有著極為嚴苛的標準,因為大模型訓練所需的高帶寬、低延遲網絡環境直接關係到訓練的效率和帶寬有著極其嚴苛的標準,因為大模型訓練所需的高帶寬、低延遲網絡環境直接關係到訓練的效率和帶寬有著嚴苛的標準,因為大模型訓練所需的高帶寬、低延遲網絡環境直接關係到訓練的效率和帶寬有著嚴苛的標準,因為大模式訓練所需的高循環環、低延遲網絡境直接關係到訓練的效率和帶寬有著極為嚴苛的標準,因為大模式訓練所需的高帶寬、低延遲網絡環境直接關係到訓練的效率和品質;在金融、醫療等特殊行業,因為對數據安全和隱私保護的考慮,對在地化數據處理有著迫切的需求;而對於中小微企業而言,在數字化計算力部署的成本上所成為龐大的需求。

 

這種多維度的結構性變化,讓算力服務的競爭模式發生了轉變,從過去單純的「硬體堆疊」競爭,逐漸過渡到如今「系統能效」的比拼。像華為雲端推出的“盤古異構計算架構2.0”,強化了晶片之間的協同調度能力;阿里雲升級的“神龍架構3.0”,實現了萬卡級訓練效率提升25%;谷歌雲推出的針對大語言模型的專用算力框架,都充分體現了頭部企業在架構創新方面的積極探索。

 

世紀互聯旗下的第一線DYXnet等許多算力服務商也緊跟產業趨勢,同步開啟智算架構的升級工作,秉持「智算網融合」的理念建構全棧賦能體系,這一現象正是當前產業變革的生動體現。

 

 

二、供給面轉型:從基礎建設到創新引擎的演變

 

面對企業對「算力即服務」的核心訴求,算力服務商紛紛重建自身的競爭要素。

 

架構彈性如今已成為企業競爭的核心壁壘,它要求服務商能夠支援算力規模的動態調整,以快速適配不同產業的多樣化場景,從而打破傳統的算力孤島模式,實現算力資源的高效利用。

 

端雲協同能力也不斷升級,透過對邊緣、中心和雲端的算力網絡進行深度整合,既能夠滿足企業在地化部署的需求,確保資料的安全性和及時性處理,又能讓企業靈活調用雲端的強大資源,提升整體的運算能力。

 

生態開放同樣至關重要,借助工具鏈開源、算力共享等模式,降低了技術門檻,讓中小企業即使在技術團隊相對薄弱的情況下,也能夠快速接入智算服務,加速自身的數字化轉型進程。

 

以第一線DYXnet為例,它在架構升級過程中,透過優化智算網絡來提升算力調度效率,建構雲端分層算力矩陣以滿足企業在不同場景進行AI大模型應用訓推的算力需求。在此基礎上,第一線也推出了全端AI MaaS服務,提供從算力、網絡、安全,到大模型訓推與AI智能體打造的一站式服務賦能,展現出從單純的基礎設施提供商向智能生態構建者的轉型路徑,為行業提供了可藉鑑的實踐樣本。

 

 

三、產業變革趨勢:從粗放成長到價值深耕

 

在新的競爭格局下,算力產業呈現多面向的發展趨勢。

 

從客戶需求來看,企業對算力服務的要求越來越高,「即用即取」的彈性算力服務模式備受青睞,這種模式讓企業能夠根據自身業務的實際需求,靈活地獲取和使用算力資源,避免了資源的浪費和閒置;可量化的能效比指標成為企業選擇算力服務商的重要考量因素,企業希望在投入一定成本的情況下,能夠獲得更高的算力產出,提升資源利用效率;架構級的數據主權保障也成為企業關注的焦點,透過架構級的數據隔離技術等手段,企業的數據洩露風險得到有效降低,數據安全得到有力保障。

 

從競爭維度分析,產業的比拼重點已經從過去注重硬件規模的大小,逐漸轉向系統級的協同效率,不再僅僅關注單一硬件設備的性能,而是更加看重整個系統中算力、網絡、模型等各個環節之間的協同工作能力;同時,從單一的算力供給向“算力+化企業的計算能力解決方案)

 

在生態協同方面,硬體製造商、雲端服務商、產業客戶之間的跨界融合速度不斷加快,各方透過緊密合作,共同探索和開發出更多場景化的智慧體應用,例如「AI智教」產品為教育產業帶來了新的教學模式和體驗,「設備診斷」工具則助力製造設備運作的穩定性和可靠性。這種生態協同效應推動著算力從企業的“成本中心”逐漸轉變為“創新引擎”,為行業的創新發展注入了強大動力。

 

結語

 

當智算成為數位經濟發展的核心生產力,智算架構的革新就不僅僅是技術層面的簡單迭代,更是整個算力服務模式的重新定義。

從通算到智算的轉變,本質上是算力產業從滿足基礎運算需求,朝向激發創新潛能、創造更大價值的方向升級。

隨著「智算即服務」生態的不斷成熟,未來算力可望像水電一樣,企業可以根據自身需求輕鬆獲取,模型開發也將變得更加簡單高效。

到那時,千行百業的智能體落地將不再是遙不可及的願景,而是能夠真正實現,進而有力地推動整個社會的數字化、智慧化轉型,開啟數字經濟發展的全新篇章。

 

Source:DOIT https://www.doit.com.cn/p/534258.html

 

【Chinese Only】中宏網: 上海車展AI智慧體秀操作 第一線DYXnet智算服務加速企業孵化AI Agent
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