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A Webpage Offloading Framework for Smart Devices

机译:智能设备的网页卸载框架

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Smart devices such as mobile phones and smart TVs are widely used for enriching our daily activities. Although their power source and processing speed are limited, it is necessary for these devices to provide certain computation power. To enhance computation capability on smart devices, offloading is proposed as one of the effective approaches. However, it requires extra efforts for developers to implement the offloading mechanism for each application. HTML5 standard provides a feature called Web Worker which allows web pages to spawn separate threads as workers. Since each worker holds individual execution environments and contexts, it is appropriate for offloading without complex partition. In this paper, we present a generic offloading framework for JavaScript Web Worker named Web Worker Offloading Framework (WWOF). This framework can offload the workers from browsers to the cloud easily and seamlessly. The Web Worker runs on an offloading server instead of on the browser, and exchanges data with clients via WebSocket. To prove the feasibility of this framework, we evaluated several benchmarks on different platforms including PCs, tablets, mobile phones and smart TVs. It is verified that this framework is able to suppress the devices’ power consumption and to increase the execution speed, while running a heavy workload.
机译:手机和智能电视等智能设备被广泛用于丰富我们的日常活动。尽管它们的电源和处理速度受到限制,但是这些设备必须提供一定的计算能力。为了增强智能设备的计算能力,提出了分流作为有效的方法之一。但是,开发人员需要付出额外的努力才能为每个应用程序实现卸载机制。 HTML5标准提供了一个称为Web Worker的功能,该功能允许网页以工作线程的形式生成单独的线程。由于每个工作人员都拥有各自的执行环境和上下文,因此适用于无需复杂分区的卸载。在本文中,我们提出了一个JavaScript Web Worker的通用卸载框架,称为Web Worker Offloading Framework(WWOF)。该框架可以轻松无缝地将工作人员从浏览器转移到云。 Web Worker在卸载服务器上而不是在浏览器上运行,并通过WebSocket与客户端交换数据。为了证明该框架的可行性,我们在PC,平板电脑,手机和智能电视等不同平台上评估了多个基准。经过验证,该框架能够在运行繁重的工作负载的同时抑制设备的功耗并提高执行速度。

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