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Multicores in Cloud Computing: Research Challenges for Applications

机译:云计算中的多电视台:应用程序的研究挑战

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—With modern techniques that allow billions of transistors on a chip, microprocessor design is going to a world of multicore. A cluster of multicores will be commonly used as an efficient computational platform for high performance computing in the near future. Correspondingly, the resource providers, who share their computing elements and storage with customers, will also upgrade their machines to the multicore architecture. At the same time, the dominating resource sharing platforms, in the form of compute Grids, are facing a grand challenge from Cloud computing. With an easy interface, high-level services, and on-demand provision of compute resources, compute Clouds are attracting more users to join their realm. Upcoming Cloud environments will be primarily built on top of multicore technologies. However, to fully exploit the computational capacity and the other advantages of multicores, a lot of novel techniques must be proposed and investigated. This paper serves as an overview for multicore technologies in the context of Cloud computing. This paper firstly introduces multicore technologies and the Cloud computing concept. Then it investigates various open research issues in the context of multicore Cloud computing, for example, how to efficiently employ multicore techniques for Cloud computing, how to achieve the high performance of multicore for high performance applications in the Cloud environments. Several examples and discussion are presented.
机译:- 在芯片上允许数十亿个晶体管,微处理器设计的现代技术将进入多芯世界。多电线集群将常用为在不久的将来的高性能计算的有效计算平台。相应地,与客户共享计算元素和存储的资源提供者还将将其计算机升级到多核体系结构。同时,主导资源共享平台,以计算网格的形式,正面临着云计算的大挑战。通过简单的界面,高级服务和按需提供计算资源,计算云正在吸引更多用户加入他们的领域。即将到来的云环境将主要基于多核技术的顶部。然而,为了充分利用多设备的计算能力和其他优点,必须提出许多新颖的技术并调查。本文担任云计算背景下的多核技术的概要。本文首先介绍了多核技术和云计算概念。然后,它在多核云计算的背景下调查各种开放研究问题,例如,如何有效地使用云计算的多核技术,如何实现多核在云环境中高性能应用的高性能。提出了几个例子和讨论。

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