{"title":"美国云计算的变革:人工智能在推动创新和安全方面的关键作用","authors":"Hassan Rehan","doi":"10.60087/jaigs.v2i1.p208","DOIUrl":null,"url":null,"abstract":"Cloud computing represents a transformative approach to delivering IT services via an interconnected network of servers, collectively referred to as the \"Cloud.\" This virtualized environment seamlessly integrates networks, servers, applications, storage, and services, facilitating convenient access for users with minimal administrative overhead. This comprehensive review article centers on two fundamental pillars of cloud computing: virtualization and containerization. It examines their groundbreaking influence on resource management and deployment efficiency. Additionally, the paper explores upcoming trends and challenges expected to shape the cloud computing landscape from 2025 to 2030.An emphasis is placed on the anticipated adoption of hybrid and multi-cloud strategies, providing organizations with tailored solutions while reducing the risks associated with vendor lock-in. The emergence of edge computing is highlighted as a key solution to address latency concerns and foster a competitive environment for the Internet of Things (IoT). Furthermore, the integration of artificial intelligence (AI) and machine learning within cloud frameworks is poised to unlock new avenues of innovation and optimization, propelling digital transformation. The article underscores the critical need for enhanced security measures to protect sensitive data and ensure user privacy. Ongoing price competitions among cloud providers and heightened regulatory scrutiny are also examined, underscoring the dynamic nature of cloud computing. By offering insights into the past, present, and future trajectory of cloud computing, this article affirms its pivotal role in driving digital innovation and empowering organizations to thrive in an interconnected world. 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引用次数: 0
摘要
云计算是一种通过服务器互连网络(统称为 "云")提供 IT 服务的变革性方法。这种虚拟化环境无缝集成了网络、服务器、应用程序、存储和服务,方便用户访问,同时将管理开销降至最低。这篇综合评论文章围绕云计算的两大基本支柱展开:虚拟化和容器化。文章探讨了它们对资源管理和部署效率的突破性影响。此外,文章还探讨了即将到来的趋势和挑战,预计这些趋势和挑战将塑造 2025 年至 2030 年的云计算格局。文章强调了混合云和多云战略的预期采用,为企业提供量身定制的解决方案,同时降低与供应商锁定相关的风险。报告强调,边缘计算的出现是解决延迟问题和促进物联网(IoT)竞争环境的关键解决方案。此外,人工智能(AI)和机器学习在云框架内的整合有望开辟创新和优化的新途径,推动数字化转型。文章强调了加强安全措施以保护敏感数据和确保用户隐私的迫切需要。文章还探讨了云计算提供商之间正在进行的价格竞争和监管审查的加强,强调了云计算的动态性质。通过对云计算过去、现在和未来发展轨迹的深入分析,本文肯定了云计算在推动数字创新和增强企业在互联世界中蓬勃发展的能力方面所发挥的关键作用。最后,文章为企业利用新兴技术和有效驾驭云计算领域不断变化的挑战提供了建议。
Revolutionizing America's Cloud Computing the Pivotal Role of AI in Driving Innovation and Security
Cloud computing represents a transformative approach to delivering IT services via an interconnected network of servers, collectively referred to as the "Cloud." This virtualized environment seamlessly integrates networks, servers, applications, storage, and services, facilitating convenient access for users with minimal administrative overhead. This comprehensive review article centers on two fundamental pillars of cloud computing: virtualization and containerization. It examines their groundbreaking influence on resource management and deployment efficiency. Additionally, the paper explores upcoming trends and challenges expected to shape the cloud computing landscape from 2025 to 2030.An emphasis is placed on the anticipated adoption of hybrid and multi-cloud strategies, providing organizations with tailored solutions while reducing the risks associated with vendor lock-in. The emergence of edge computing is highlighted as a key solution to address latency concerns and foster a competitive environment for the Internet of Things (IoT). Furthermore, the integration of artificial intelligence (AI) and machine learning within cloud frameworks is poised to unlock new avenues of innovation and optimization, propelling digital transformation. The article underscores the critical need for enhanced security measures to protect sensitive data and ensure user privacy. Ongoing price competitions among cloud providers and heightened regulatory scrutiny are also examined, underscoring the dynamic nature of cloud computing. By offering insights into the past, present, and future trajectory of cloud computing, this article affirms its pivotal role in driving digital innovation and empowering organizations to thrive in an interconnected world. In conclusion, the article provides recommendations for businesses to leverage emerging technologies and effectively navigate evolving challenges in the realm of cloud computing.