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Next Generation Cloud Computing: New Trends and Research Directions

机译:下一代云计算:新趋势和研究方向

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摘要

The landscape of cloud computing has significantly changed over the last decade. Not only have more providers and service offerings crowded the space, but also cloud infrastructure that was traditionally limited to single provider data centers is now evolving. In this paper, we firstly discuss the changing cloud infrastructure and consider the use of infrastructure from multiple providers and the benefit of decentralising computing away from data centers. These trends have resulted in the need for a variety of new computing architectures that will be offered by future cloud infrastructure. These architectures are anticipated to impact areas, such as connecting people and devices, data-intensive computing, the service space and self-learning systems. Finally, we lay out a roadmap of challenges that will need to be addressed for realising the potential of next generation cloud systems.
机译:在过去的十年中,云计算领域发生了巨大变化。不仅有更多的提供商和服务产品挤占了整个空间,而且传统上仅限于单个提供商数据中心的云基础设施也在不断发展。在本文中,我们首先讨论不断变化的云基础架构,并考虑使用多个提供商的基础架构以及将计算分散到数据中心之外的好处。这些趋势导致对未来云基础架构将提供的各种新计算架构的需求。预计这些架构会影响领域,例如连接人员和设备,数据密集型计算,服务空间和自学系统。最后,我们为实现下一代云系统的潜力列出了应对挑战的路线图。

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