LXC Container Migration in Cloudlets under Multipath TCP

Yuqing Qiu, Chung-Horng Lung, S. Ajila, Pradeep Srivastava
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引用次数: 30

Abstract

The growing popularity of mobile devices and Internet of Things (IoT) has inspired the advent of the Cloudlet concept—a "small data center" close to users at the edge. It is believed that the Quality of Experience (QoE) of end users would greatly improve if they can access required resources within a one-hop distance from Cloudlet servers. Over the years, many researchers have proposed using virtual machines (VMs) as such service-provisioning servers. However, seeing the potentiality of containers—a lightweight virtualization tool, this paper adopts LXC containers as Cloudlet platforms. To facilitate container migration between Cloudlets, CRIU (Checkpoint/Restore in Userspace) has been chosen as the migration tool. Since the migration process goes through the Wide Area Network (WAN), which may experience congestion or network failures, this paper adopts the MPTCP (Multipath TCP) protocol to address the challenge. The multiple subflows established within a MPTCP connection can improve the resilience of the migration process and reduce migration time. We have conducted a number of experiments to validate the proposed approach. The experimental results show that LXC containers are suitable candidates for the problem and MPTCP protocol is effective in enhancing the migration process.
多路径TCP下Cloudlets中的LXC容器迁移
移动设备和物联网(IoT)的日益普及激发了Cloudlet概念的出现——一个靠近边缘用户的“小型数据中心”。据信,如果最终用户能够在距离Cloudlet服务器一跳的距离内访问所需资源,那么他们的体验质量(QoE)将大大提高。多年来,许多研究人员建议使用虚拟机(vm)作为服务供应服务器。然而,由于看到了容器(一种轻量级虚拟化工具)的潜力,本文采用了LXC容器作为Cloudlet平台。为了便于在Cloudlets之间进行容器迁移,我们选择了CRIU (Checkpoint/Restore in Userspace)作为迁移工具。由于迁移过程通过广域网(WAN),可能会出现拥塞或网络故障,因此本文采用MPTCP (Multipath TCP)协议来解决这一挑战。在一个MPTCP连接中建立多个子流,可以提高迁移过程的弹性,减少迁移时间。我们已经进行了一些实验来验证所提出的方法。实验结果表明,LXC容器是该问题的合适候选者,MPTCP协议可以有效地提高迁移过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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