Mirroring Mobile Phone in the Clouds

Mirroring Mobile Phone in the Clouds
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云端镜像手机

DOI:
10.1109/mobserv.2014.28
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发表时间:
2014
期刊:
--
影响因子:
--
通讯作者:
Ye B
Ye B
中科院分区:
--
文献类型:
--
作者:
Ye B

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本文提出了一种云中镜像手机(MMPC)框架,以充分利用云的超强计算能力来加速手机上的数据/计算密集型应用程序。手机上的应用程序是动态分区的,重量级的部分始终运行在云端的镜像服务器上,而轻量级的部分则保留在手机上。性能提升(能耗降低 70%,加速 15 倍)是以手机和云之间(传输应用程序代码和中间结果)所需应用程序的通信开销为代价的。与静态分区移动应用程序或修改移动应用程序以支持所需分区的传统方法相比,我们最初的贡献包括动态分析器和动态分区算法。
This paper presents a framework of Mirroring Mobile Phone in the Clouds (MMPC) to speed up data/computing intensive applications on a mobile phone by taking full advantage of the super computing power of the clouds. An application on the mobile phone is dynamically partitioned in such a way that the heavy-weighted part is always running on a mirrored server in the clouds while the light-weighted part remains on the mobile phone. A performance improvement (an energy consumption reduction of 70% and a speed-up of 15x) is achieved at the cost of the communication overhead between the mobile phone and the clouds (to transfer the application codes and intermediate results) of a desired application. Our original contributions include a dynamic profiler and a dynamic partitioning algorithm compared with traditional approaches of either statically partitioning a mobile application or modifying a mobile application to support the required partitioning.
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