现实世界中认知IT服务管理的机遇与挑战

F. Meng, Jingmin Xu, Xiao Zhang, L. Yang, Pengfei Chen, Y. Wang, Xiaoxi Liu, Naga Ayachitula, K. Murthy, L. Shwartz, George M. Galambos, Zhuo Su, Jun Zheng
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引用次数: 1

摘要

云、移动、物联网、大数据、人工智能等新技术引发了越来越多行业的数字化颠覆。预计在未来两年内,大多数应用程序将提供认知能力,以增强人类的技能和专业知识。信息技术服务业也在从“人为主、技术为辅”向“人为主、技术为辅”转变。然而,现实世界中不断变化的IT技术、日益复杂的IT环境和不断缩短的IT交付周期对现有的IT服务管理(ITSM)技术提出了巨大的挑战。本文旨在探讨认知时代下现实世界it管理模式转型的趋势、机遇和挑战,并在这一开发领域引发更多的实际研究工作。首先回顾了ITSM的发展,并讨论了发展背后的关键技术。然后,总结了现实世界中利用认知能力实现ITSM转型的机遇和挑战。此外,我们还讨论了推动ITSM向认知方向发展的关键支持技术。最后,我们总结了本文并展望了该领域的实际最佳实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Opportunities and Challenges Towards Cognitive IT Service Management in Real World
More and more industries are experiencing digital disruption triggered by new technologies for example cloud, mobile, Internet-of-Things, Big Data, and Artificial Intelligence. Majority of applications are predicted to provide cognitive capabilities to amplify human skills and expertise in coming two years. Information Technology (IT) services industry is also shifting from people-led and technology-assisted model into a people-assisted and technology-led model. However, the ever-changing IT technologies, increasingly complicated IT environments, and ever-shortening IT delivery cycles in real world pose great challenges to existing IT Service Management (ITSM) technologies. This paper aims to discuss the trends, opportunities, and challenges in transformation of real-world ITSM in cognitive era and to trigger more practical research work in this exploited area. It firstly reviews the evolution of ITSM and discusses key technologies behind the evolution. Then, it summarizes opportunities and challenges in transforming ITSM with cognitive capabilities in real word. Further, we discuss key enabling technologies to drive the evolution of ITSM towards Cognitive one. Finally, we conclude the paper and envision real-world best practices in this area.
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