高容量SSD的登場:AI儲存·解決方案和NAND快閃記憶體
市場調查報告書
商品編碼
1815986

高容量SSD的登場:AI儲存·解決方案和NAND快閃記憶體

High-Capacity SSDs Emerge: AI Storage Solutions & NAND Flash

出版日期: | 出版商: TrendForce | 英文 6 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

AI推理的快速成長推動了對大容量儲存的需求。 HDD短缺正促使雲端服務供應商(CSP)轉向近線SSD。 NAND快閃記憶體供應商正在加速QLC的驗證和擴展。 SSD將廣泛應用於AI領域,進而推動企業級SSD的需求。 NAND快閃記憶體將擴展到AI訓練領域,使其技術更加多樣化。供應鏈面臨瓶頸,亟需擴展與創新。

主要亮點

  • AI推理服務需求激增:隨著AI應用的日益普及,對大容量儲存的需求,尤其是AI推理服務的需求正在增長。
  • HDD供應鏈課題:傳統HDD產能無法滿足需求,導致供應缺口不斷擴大。
  • 近線 SSD 作為解決方案:CSP 正在轉向 NAND 快閃記憶體,並採用專為 AI 推理設計的近線 SSD。
  • 加速 QLC 技術的採用:NAND 快閃記憶體供應商正在加速 QLC 技術的驗證和擴展,利用其低成本優勢來滿足高容量需求。
  • 未來趨勢:更高容量、更低成本的 SSD 將廣泛應用於 AI 存儲,從而推動企業級 SSD 的需求。
  • NAND 快閃記憶體應用多樣化:除了推理之外,NAND 快閃記憶體正在擴展到 AI 訓練應用,從而促使各種技術陣營的出現。
  • 供應鏈瓶頸:NAND 快閃記憶體供應面臨產能限制,需要擴張並持續進行技術創新。
  • 市場機會與課題:企業級 SSD 供應緊張對 NAND 快閃記憶體供應商來說既是機會也是課題。

目錄

第一章:AI推理服務興起,大容量儲存產品結構性變化

第二章:HDD 供應短缺加劇,近線 SSD 需求激增

  • 企業級 SSD 價格預測
  • HDD 和 SSD 交貨週期/價格/主容量

第三章:大容量近線 SSD 的採用,成本與效能的進一步改善

  • 企業級 SSD 在 NAND 快閃記憶體需求中的佔比

第四章:多樣化的 NAND 快閃記憶體應用:平行訓練與推理

第五章:供應鏈課題與展望

  • NAND快閃記憶體產業整體資本支出
簡介目錄
Product Code: TRi-0089

TrendForce notes surging AI inference drives high-capacity storage demand. HDD shortage pushes CSPs to Nearline SSDs. NAND Flash vendors accelerate QLC validation & expansion. Future sees wider SSD adoption in AI, boosting enterprise SSD demand. NAND Flash expands to AI training, diversifying tech. Supply chain faces bottlenecks, requiring expansion & innovation.

Key Highlights:

  • Exploding Demand for AI Inference Services: The increasing popularity of AI applications is driving demand for high-capacity storage, particularly for AI inference services.
  • HDD Supply Chain Challenges: Traditional HDD production capacity cannot meet the demand, resulting in a significant supply gap.
  • Nearline SSDs as a Solution: CSP operators are turning to NAND Flash, adopting Nearline SSDs designed specifically for AI inference.
  • Accelerated Adoption of QLC Technology: NAND Flash suppliers are accelerating the verification and expansion of QLC, leveraging its low-cost advantages to meet high-capacity needs.
  • Future Trends: Higher-capacity, lower-cost SSDs will be widely used in AI storage, driving growth in enterprise SSD demand.
  • Diversification of NAND Flash Applications: In addition to inference, NAND Flash is also expanding into AI training applications, with different technology camps emerging.
  • Supply Chain Bottlenecks: NAND Flash supply faces capacity constraints, requiring expansion and continuous technological innovation.
  • Market Opportunities and Challenges: Tight enterprise SSD supply presents both opportunities and challenges for NAND Flash suppliers.

Table of Contents

1. Large-Capacity Storage Products Seen with Structural Changes amidst Emergence of AI Inference Services

2. Demand for Nearline SSD Surges as HDD Enlarges in Supply Void

  • Enterprise SSD Price Projection
  • Lead Times/Prices/Mainstream Capacities of HDD & SSD

3. Introduction of High-Capacity Nearline SSDs Reflects Further Improvements in Cost and Performance

  • Proportion of Enterprise SSDs in NAND Flash Demand Bits

4. Diversified NAND Flash Applications: Parallel Training and Inference

5. Challenges and Outlook for Supply Chain

  • NAND Flash Industry's Overall Capital Expenditure