HMCC: A Hybrid Mobile Cloud Computing Framework Exploiting Heterogeneous Resources

S. Abolfazli, A. Gani, Min Chen
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引用次数: 17

Abstract

Hybrid Mobile Cloud Computing (HMCC) refers to a Mobile Computation Outsourcing (MCO) model that exploits hybrid granular cloud-based resources composed of coarse-, medium-, and fine-grained resources interconnected by wireless and wired networks to augment mobile devices. Leveraging single type of granules for augmentation (i.e., vertically heterogeneous) has its own deficiencies of low proximity or/and scalability that leads to communication or/and computation latency. Therefore, responsiveness and energy efficiency of cloud-connected Compute-intensive Mobile Applications (CiMA) are degraded. In this paper, we aim to enhance energy-time efficiency of executing CiMA using HMCC. Performance evaluation results show significant gains, 80%-96% round-trip time and 83%-96% energy saving when executing CiMA using HMCC.
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HMCC:利用异构资源的混合移动云计算框架
混合移动云计算(Hybrid Mobile Cloud Computing, HMCC)是一种移动计算外包(Mobile Computation Outsourcing, MCO)模型,它利用基于云的混合颗粒资源,通过无线和有线网络互联粗、中、细粒度资源,增强移动设备。利用单一类型的颗粒进行增强(即垂直异构)有其自身的不足,即低接近性或/和可伸缩性,从而导致通信或/和计算延迟。因此,云连接的计算密集型移动应用程序(CiMA)的响应能力和能源效率会降低。本文旨在利用HMCC提高执行CiMA的能量-时间效率。性能评估结果表明,当使用HMCC执行CiMA时,效果显著,往返时间达到80%-96%,节能83%-96%。
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