Work

Research on the Technology and Industrial Development of Integrated Machine for Large Models

Year: 2025

Type: conference-paper

Abstract: This paper explores the transformative role of integrated machines for large models in the field of artificial intelligence, particularly in addressing the challenges faced by enterprises in deploying these models. With the rapid advancement of generative AI technologies, large models have become central to AI infrastructure. However, issues such as technical implementation difficulties, privacy concerns, and high operational costs hinder their widespread adoption. Integrated machines for large models emerge as a solution, offering a synergistic optimization of hardware and software to transform complex AI technologies into user-friendly, plug-and-play tools. This study systematically reviews the key technologies and industrial trends of these integrated machines, providing insights into their potential to revolutionize enterprise AI applications across various sectors.

DOI: 10.1145/3745133.3745189

Author: Hao Dong

Institution: China Academy of Information and Communications Technology

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: gold

OpenAlex ID: W4412887374

FWCI:

Cites: 1

Cited by:

Related to: 10