为知识管理智能应用提供AI边缘云服务
Antonio Maciá-Lillo1, Higinio Mora2, Antonio Jimeno-Morenilla2
1Department of Computer Science and Technology (DTIC), University of Alicante, 03690, San Vicente del Raspeig, Spain. a.macia@ua.es.
这项研究提出了一个无服务器边缘云架构,用于智能城市知识管理,提高效率和减少延迟. 这种混合方法优化了社会5.0目标的数据处理和计算.
科学领域:
- 计算机科学
- 城市规划
- 信息系统
背景情况:
- 智慧城市的目标是以人为中心,数据驱动的环境与社会5.0保持一致.
- 知识管理 (KM) 流程对于智慧城市的功能至关重要.
- 现有的架构面临着KM的延迟,成本和可扩展性方面的挑战.
研究的目的:
- 调查智慧城市KM流程的无服务器边缘云架构.
- 提高智慧城市应用的响应能力和效率.
- 分析KM混合边缘云环境的特点,机遇和局限性.
主要方法:
- 提出混合架构,结合云,边缘和无服务器计算.
- 借助云来实现可扩展性和基于近距离的边缘处理.
- 进行实验分析以评估性能效益.
主要成果:
- 证实了数据传输时间的缩短和网络拥堵的缓解.
- 在混合架构中展示了成本高效的计算选项.
- 确定了边缘和云环境的关键特征,机遇和局限性.
结论:
- 无服务器边缘云架构有效支持智能城市的KM流程.
- 这一框架为推进以知识为导向的服务和智慧城市应用提供了灵活性.
- 优化数据处理和减少延迟时间是城市治理的关键好处.
更多相关视频
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
09:20Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
相关概念视频
Distribution Reliability and Automation
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Integrated Healthcare System
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Applications of GIS: Disaster Management and Emergency Response
