HBF

NAND Flash Market Bulletin - Sep. 2, 2026 | TrendForce

NAND Flash Market Bulletin - Sep. 2, 2026

Sep 02, 2026 | PDF

3Q26 memory contract prices were finalized on strong server and AI demand, while the consumer segment reached a pricing compromise; meanwhile, the spot market remained flat due to weak end-user demand...

AI Agents Reshape Memory Hierarchy: Next-Gen NAND | TrendForce

AI Agents Reshape Memory Hierarchy: Next-Gen NAND

Sep 01, 2026 | PDF

AI agents are driving up demand for KV cache and token storage, reshaping memory architecture. Cost considerations are pushing token storage down from expensive HBM and DRAM to SSDs. NAND suppliers ar...

2Q26 Revenue Ranking among Enterprise SSD Suppliers | TrendForce

2Q26 Revenue Ranking among Enterprise SSD Suppliers

Aug 28, 2026 | PDF

As NAND suppliers shifted capacity and compressed the consumer market, manufacturers fully expanded high-margin enterprise SSDs. Driven by generative AI and cloud infrastructure expansion, both shipme...

NAND Flash Market Bulletin - Aug. 12, 2026 | TrendForce

NAND Flash Market Bulletin - Aug. 12, 2026

Aug 12, 2026 | PDF

AI demand boosts DRAM/NAND logic. Contract market sees high visibility via agreements, though downstream demand weakens. FMS showcases standard transitions where high-density flash addresses memory-wa...

Crossing AI Memory Wall: Storage Layer Reallocation and HBF Analysis | TrendForce

Crossing AI Memory Wall: Storage Layer Reallocation and HBF Analysis

Apr 23, 2026 | PDF

In AI inference, MoE architectures and long-context processing have sharply increased memory-capacity requirements for model weights and KV cache, shifting the bottleneck from insufficient compute to...

AI Memory Bottleneck: HBF & AI SSD Reshape NAND Flash Value | TrendForce

AI Memory Bottleneck: HBF & AI SSD Reshape NAND Flash Value

Sep 03, 2025 | PDF

AI compute faces memory bottlenecks. HBM's capacity/cost are limits. NAND Flash, via HBF (high-capacity near-memory) and AI SSD (intelligent preprocessing), optimizes AI architecture, redefining...

2Q25 Revenue Ranking among Enterprise SSD Suppliers | TrendForce

2Q25 Revenue Ranking among Enterprise SSD Suppliers

Aug 27, 2025 | PDF

The 2Q25 Enterprise SSD market experienced significant growth, driven by robust AI applications and expanding general server deployments. However, severe supply chain challenges, including DDR4 memory...

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