AI Inference

CPX and Rubin Integration: GDDR7 in Global Servers | TrendForce

CPX and Rubin Integration: GDDR7 in Global Servers

Sep 17, 2025 | PDF

Geopolitical constraints and import controls curb RTX PRO in China, with a special edition awaiting broader demand; CPX adopts GDDR7 memory with increased capacity, complementing Rubin GPUs that rely...

AI Inference Drives Storage Demand: QLC SSD Growth Imminent | TrendForce

AI Inference Drives Storage Demand: QLC SSD Growth Imminent

Sep 12, 2025 | PDF

TrendForce indicates AI-driven data explosion causes structural changes in data center storage. HDD shortage accelerates QLC SSD demand, especially high-capacity products. Despite cost considerations,...

DRAM Market Bulletin - Sep. 10, 2025 | TrendForce

DRAM Market Bulletin - Sep. 10, 2025

Sep 10, 2025 | PDF

4Q25 Server and Smartphone DRAM contract prices are rising. TrendForce will upgrade 2026 server and DRAM demand forecasts due to AI expansion and sovereign AI, anticipating higher bit growth and narro...

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...

The convergence of Artificial Intelligence and Quantum Computing is poised to inaugurate a new era of global computational prowess | TrendForce

The convergence of Artificial Intelligence and Quantum Computing is poised to inaugurate a new era of global computational prowess

Jul 03, 2025 | PDF

Global tech powerhouses are actively advancing the integration and development of AI and quantum computing, ushering in the next wave of computing power revolution. Quantum computing, with its inheren...

NVIDIA Expands into Autonomous Vehicles and Robotics to Sustain AI Boom | TrendForce

NVIDIA Expands into Autonomous Vehicles and Robotics to Sustain AI Boom

Apr 08, 2025 | PDF

In 2025, NVIDIA anticipates a shift in AI development from training to inference, with strong growth prospects for AI-driven innovations in autonomous vehicles, drones, and robotics that provide servi...

How DeepSeek Reflects Shifting Dynamics in the Global AI Market | TrendForce

How DeepSeek Reflects Shifting Dynamics in the Global AI Market

Apr 02, 2025 | PDF

DeepSeek’s technological innovations reduce reliance on massive computing power, but as AI applications continue to expand, long-term demand for compute resources will keep rising. Its emergence is pu...

Humanoid Robots Now a Reality; In-Depth Analysis on Perceptual Applications | TrendForce

Humanoid Robots Now a Reality; In-Depth Analysis on Perceptual Applications

Mar 25, 2025 | PDF

As the global market expands its investment in AI computing and the development of related applications, humanoid robots are expected to become the largest AI application by market size. The introduct...

NVIDIA Surpasses 90% in FY4Q25 Revenue from Data Centers for the First Time from Quarterly Ramp Ups of Blackwell; DeepSeek Assists with AI Inference Demand from Additional CSPs and Enterprises | TrendForce

NVIDIA Surpasses 90% in FY4Q25 Revenue from Data Centers for the First Time from Quarterly Ramp Ups of Blackwell; DeepSeek Assists with AI Inference Demand from Additional CSPs and Enterprises

Feb 27, 2025 | PDF

TrendForce reports that NVIDIA's data center business revenue exceeded 90% of its total revenue for the first time in FY4Q25, driven by the quarterly ramp-up of the Blackwell platform. St...

NVIDIA Surpasses 90% in FY4Q25 Revenue from Data Centers for the First Time from Quarterly Ramp Ups of Blackwell; DeepSeek Assists with AI Inference Demand from Additional CSPs and Enterprises | TrendForce

NVIDIA Surpasses 90% in FY4Q25 Revenue from Data Centers for the First Time from Quarterly Ramp Ups of Blackwell; DeepSeek Assists with AI Inference Demand from Additional CSPs and Enterprises

Feb 27, 2025 | PDF

As indicated by the survey of global market intelligence firm TrendForce, the stronger demand for high-end GPU solutions from major CSPs and OEMs has generated...

DeepSeek Optimizes AI Deployment Costs and Creates New Sources of Memory Demand | TrendForce

DeepSeek Optimizes AI Deployment Costs and Creates New Sources of Memory Demand

Feb 17, 2025 | PDF

TrendForce analyzes that DeepSeek reduces AI deployment costs through optimized algorithms, creating new opportunities for SMEs. While the short-term impact on the memory market is limited, in the lon...

The Rise of DeepSeek and Trends in Agentic AI Applications | TrendForce

The Rise of DeepSeek and Trends in Agentic AI Applications

Feb 12, 2025 | PDF

DeepSeek’s rapid rise not only highlights the role of algorithm optimization in balancing model performance and hardware efficiency but also signals a shift in AI development toward inference-driven a...

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack | TrendForce

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack

Feb 07, 2025 | PDF

TrendForce forecasts uncertain growth for AI server shipments in 2025, influenced by US export controls, the rise of DeepSeek, and GB rack preparation progress. The base case projects 28% growth; the...

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack | TrendForce

DeepSeek Will Gradually Push the Proportion of AI Inference Closer to 50%, but Overall AI Server Shipment Growth in 2025 Remains Uncertain Due to Export Controls and Preparation Progress for GB Rack

Feb 07, 2025 | PDF

According to the latest supply chain survey by TrendForce, CSPs, OEMs, and other enterprises maintained strong growth momentum for AI servers in 2024...

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