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Mobile Cloud Computing: Offloading Mobile Processing to the Cloud

机译:移动云计算:将移动处理卸载到云

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The current proliferation of mobile systems, such as smart phones and tablets, has let to their adoption as the primary computing platforms for many users. This trend suggests that designers will continue to aim towards the convergence of functionality on a single mobile device (such as phone + mp3 player + camera + Web browser + GPS + mobile apps + sensors). However, this conjunction penalizes the mobile system both with respect to computational resources such as processor speed, memory consumption, disk capacity, and in weight, size, ergonomics and the component most important to users, battery life. Therefore, energy consumption and response time are major concerns when executing complex algorithms on mobile devices because they require significant resources to solve intricate problems. Offloading mobile processing is an excellent solution to augment mobile capabilities by migrating computation to powerful infrastructures. Current cloud computing environments for performing complex and data intensive computation remotely are likely to be an excellent solution for offloading computation and data processing from mobile devices restricted by reduced resources. This research uses cloud computing as processing platform for intensive-computation workloads while measuring energy consumption and response times on a Samsung Galaxy S5 Android mobile phone running Android 4.1 OS.
机译:当前移动系统(例如智能手机和平板电脑)的激增,已使其成为许多用户的主要计算平台。这种趋势表明,设计师将继续致力于在单个移动设备(例如电话+ mp3播放器+相机+网络浏览器+ GPS +移动应用程序+传感器)上实现功能融合。但是,这种结合对移动系统而言都不利于计算资源,例如处理器速度,内存消耗,磁盘容量以及重量,大小,人体工程学以及对用户最重要的组件,电池寿命。因此,能耗和响应时间是在移动设备上执行复杂算法时的主要问题,因为它们需要大量资源来解决复杂的问题。通过将计算迁移到功能强大的基础架构中,卸载移动处理是增强移动功能的绝佳解决方案。当前的用于远程执行复杂和数据密集型计算的云计算环境可能是从资源受限的移动设备上卸载计算和数据处理的出色解决方案。这项研究使用云计算作为处理密集型工作负载的处理平台,同时在运行Android 4.1 OS的Samsung Galaxy S5 Android手机上测量能耗和响应时间。

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