摘要
随着人工智能技术的快速发展,大模型与云计算的深度融合已成为推动AI服务创新的核心驱动力。本文聚焦AI背景下大模型云市场的动态演变与企业生态竞争力,系统分析大模型与云计算的技术协同路径、本地化政策导向作用及市场现状,构建面向企业的大模型云服务市场与生态竞争力的多维评价模型。评价模型结合层次分析法(AHP)与动态模糊综合评价模型(FCE-GRNN),覆盖市场动态监测、生态竞争力评估与智能决策支持的评价指标,集成大模型基础设施供给能力、跨模态融合度、市场渗透度、生态战略支持度等多维度指标。研究结果表明,大模型云服务在提升算力效率、保障数据安全、降低企业成本等方面具有显著优势,高性能算力是云服务市场份额提升的核心驱动力,可以为云服务市场的标准化与智能化转型提供理论支撑与实践路径。
With the rapid development of artificial intelligence technology,the deep integration of large language models and cloud computing has become the core driving force for driving AI service innovation.This study focuses on the dynamic evolution of the large language models cloud market and corporate ecological competitiveness under the background of AI,and systematically analyzes the technical synergy path of large language models and cloud computing,the role of localization policy guidance,and the market situation.It constructs a multi-dimensional evaluation model for the large language models cloud service market and ecological competitiveness facing enterprises.This evaluation model combines the Analytic Hierarchy Process(AHP)with the Dynamic Fuzzy Comprehensive Evaluation Model(FCE-GRNN),covering evaluation indicators such as market dynamic monitoring,ecological competitiveness assessment,and intelligent decision-making support.It innovatively integrates multi-dimensional indicators such as the supply capacity of large language models infrastructure,cross-modal fusion degree,market penetration degree,and ecological strategy support degree.The research results show that large language models cloud services have significant advantages in improving algorithmic efficiency,ensuring data security,and reducing corporate costs.High-performance computing power is the core driving force for the increase in market share of cloud service providers,and it provides theoretical support and practical paths for the standardization and intelligent transformation of the cloud service market.
作者
王彦丹
曾卫民
孟拓
巩艺骧
李紫涵
闫鼎新
WANG Yandan;ZENG Weimin;MENG Tuo;GONG Yixiang;LI Zihan;YAN Dingxin(China Telecom Cloud Technology Co.,Ltd.,Beijing 100080;China Telecom Corporation Research Institute,Beijing 100080)
出处
《中国科技纵横》
2025年第21期37-43,共7页
China Science & Technology Overview
关键词
人工智能
大模型
云计算
云市场
生态竞争力
多维评价模型
artificial intelligence
large language models
cloud computing
cloud marketing
ecological competitiveness
multi-dimensional evaluation model
