Edge AI

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...

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...

Gen AI-Empowered Smartphones to Constitute New Market Opportunities | TrendForce

Gen AI-Empowered Smartphones to Constitute New Market Opportunities

Aug 27, 2024 | PDF

The advent of Generative AI has ushered in a wave of AI-driven innovations, and introduced new opportunities to smartphones. Major brands are incorporating AI-related features into their flagship mode...

Revitalization in Smart Homes: Outlook on Generative AI-Powered Smart Speakers | TrendForce

Revitalization in Smart Homes: Outlook on Generative AI-Powered Smart Speakers

Jul 23, 2024 | PDF

The increase of smart home appliances and additional projects supported by Matter, as well as the emergence of generative AI, have prompted the improvement of human-computer interaction to be the key...

Competitions between x86 and ARM to Ascend Growth of AI PC Market in 2025 as Cloud AI Servers Concatenate Edge AI Applications | TrendForce

Competitions between x86 and ARM to Ascend Growth of AI PC Market in 2025 as Cloud AI Servers Concatenate Edge AI Applications

Jun 18, 2024 | PDF

As observed by global market intelligence firm TrendForce, 2024 will be seeing a continuance of development from that of last year, where major CSPs...

Applications and Development of AI in Smartphones | TrendForce

Applications and Development of AI in Smartphones

Jan 17, 2024 | PDF

AI technology has become a new industry trend after OpenAI released ChatGPT, and this trend has now extended to the smartphone field. Current observations find that in-house large language models (LLM...

The Dawn of AI PCs: The Practice of Large-Scale Personalization | TrendForce

The Dawn of AI PCs: The Practice of Large-Scale Personalization

Jan 08, 2024 | PDF

Driven by advancements in AI and Generative Content (AIGC), the role of PCs is evolving to reshape how we use technology. PCs that offer a blend of computational power, efficiency, and security are be...

Development of Smart Manufacturing Applications for Edge Computing | TrendForce

Development of Smart Manufacturing Applications for Edge Computing

Dec 14, 2023 | PDF

Edge computing involves the relocation of computing processes from centralized cloud systems to the very source where data are generated. This shift brings about several advantages, notably a signific...

Edge AI Chips: Key Players in the Rise of Smart Homes and Personalized AI | TrendForce

Edge AI Chips: Key Players in the Rise of Smart Homes and Personalized AI

Sep 13, 2023 | PDF

Smart home devices, now more common than ever, are bringing an array of AI capabilities into our daily routines, heralding the beginning of an era focused on large-scale personalization. To function e...

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