FemtoClouds: Leveraging Mobile Devices to Provide Cloud Service at the Edge

被引:202
作者
Habak, Karim [1 ]
Ammar, Mostafa [1 ]
Harras, Khaled A. [2 ]
Zegura, Ellen [1 ]
机构
[1] Georgia Inst Technol, Sch Comp Sci, Coll Comp, Atlanta, GA 30332 USA
[2] Carnegie Mellon Univ, Sch Comp Sci, Dept Comp Sci, Pittsburgh, PA 15213 USA
来源
2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING | 2015年
基金
美国国家科学基金会;
关键词
D O I
10.1109/CLOUD.2015.12
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile devices are becoming increasingly capable computing platforms with significant processor power and memory. However, mobile compute capabilities are often underutilized. In this paper we consider how a collection of co-located devices can be orchestrated to provide a cloud service at the edge. Scenarios with co-located devices include, but are not limited to, passengers with mobile devices using public transit services, students in classrooms and groups of people sitting in a coffee shop. To this end, we propose the femtocloud system which provides a dynamic, self-configuring and multi-device mobile cloud out of a cluster of mobile devices. We present the femtocloud system architecture designed to enable multiple mobile devices to be configured into a coordinated cloud computing service despite churn in mobile device participation. We develop a prototype of our femtocloud system and use it in addition to simulations to evaluate the performance of the system showing its efficiency and ability to leverage the available devices' compute capacity. We contribute to a line of research on small, local and possibly private clouds.
引用
收藏
页码:9 / 16
页数:8
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