Search results for: 'preparing for the devic native of generative ai'

Advanced edge AI sensors solutions are rapidly transforming industrial operations by integrating adaptability, intelligence, and precision into core processes across various sectors, including consumer electronics, manufacturing, automotive, and agriculture. Continuous advancements in sensor hardware and AI-based decision-making are reshaping the c...

Disruptive AI models are increasingly challenging traditional assumptions about “classic” cloud data centers. As training clusters scale up to thousands of accelerators and consume tens of megawatts of power, the conventional CPU-centric, air-cooled, monolithic server model is no longer sustainable. This research study explores the megatrend of AI ...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

The global semiconductors industry registered growth in 2020 after declining by 12.0% in 2019. Growth in 2020 was attributed to the increasing sales of notebooks, tablets, and datacenter (DC) products. In 2021 (and beyond), growth will be driven by the technology convergence of connectivity and AI/ML, which will be the core of product developmen...

The proliferation of internet of things applications, such as smart manufacturing and smart transportation, has resulted in the explosion of artificial intelligence (AI) and big data. These applications heavily rely on complex AI and machine learning algorithms, requiring computational solutions to handle varying workloads. Power-intensive, costly,...

19 Dec 2024  |  Global  |  Market Research

Global Semiconductor Devices Market Outlook, 2024-2025

Moving AI Hardware Beyond Data Centers to Edge Devices is Driving Transformative Growth as Sustainability and CASE Trends Curb Declines in Industrial and Automotive Markets

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The global semiconductor devices industry registered a 6.9% decline in 2023 after a 3.5% slowdown in growth in 2022. Growth in 2023 was attributed to the industrial and automotive markets capitalizing on the EV, CASE, and digital transformation efforts. Growth in 2024 (and beyond) will be driven by the technology convergence of connectivity and AI/...

03 Sep 2024  |  Global  |  Technology Research

AI and Electronics Technologies Transforming the Consumer Electronics Industry

Next-gen Tech Trends: AI, MEMS Sensors, and Their Influence on Consumer Electronics

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The consumer electronics industry is expected to grow significantly because of advancements in digital and electronics technologies, which will focus on sustainability issues and improve functionality, user experiences, connectivity, integration, miniaturization, and advanced sensors. AI will power features such as voice assistants with natural ...

This study focuses on how next-generation chiplet architectures, high-bandwidth memory (HBM), and advanced packaging technologies such as 2.5D/3D integration and fan-out wafer-level packaging are enabling the next wave of AI and high-performance computing (HPC) system architectures, rather than providing a broad packaging market overview. It analyz...

The edge AI accelerator market is scaling rapidly as industries demand low-latency, privacy-aware intelligence for autonomous vehicles, industrial automation, smart cameras, robotics, and other applications. Cloud-based inference faces more limits from bandwidth, latency, and data sovereignty concerns, creating a strong pull for on-device AI proces...