Energy Conserving Secure VM Allocation in Untrusted Cloud Computing Environment

Compute Pub Date : 2017-11-16 DOI:10.1145/3140107.3140121
Swati Sharma, Rishabh Kaushal
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Abstract

Cloud computing is the latest buzz in most of the IT organizations which are witnessing a a trend of migration from traditional computing to cloud computing, thereby reducing their infrastructure cost and improving efficiency and performance. Cloud computing provides services through virtualization layer, which helps to execute more than one operating systems and applications on a single machine. Being a crucial part of cloud computing, virtualization layer faces major security threats, most challenging being an insider threat wherein attacker can either compromise existing virtual machines (VMs) or create rogue VMs. The objective of this work is to propose virtual machine (VM) allocation algorithm which operates in an untrusted cloud computing environment with non-trustworthy VMs. Our approach is based on the notion of trust. Lack of trust is modeled by either introducing faults or monitoring SLAs per host on which VMs are hosted. Detailed experiments considering varying cloud infrastructure and varying workloads are conducted using CloudSim. Results show that proposed algorithm works well in untrusted environment while at the same time is energy efficient and reduces the computational costs by decreasing the number of migrations and SLA violations.
非可信云计算环境下节能安全分配虚拟机
云计算是大多数IT组织中最新的热门话题,它们见证了从传统计算向云计算迁移的趋势,从而降低了基础设施成本,提高了效率和性能。云计算通过虚拟化层提供服务,这有助于在一台机器上执行多个操作系统和应用程序。作为云计算的重要组成部分,虚拟化层面临着主要的安全威胁,其中最具挑战性的是内部威胁,攻击者可以破坏现有的虚拟机(vm)或创建流氓虚拟机。本文的目标是提出一种在不可信的云计算环境下运行的虚拟机(VM)分配算法。我们的方法是基于信任的概念。缺乏信任可以通过引入故障或监控虚拟机所在的每个主机的sla来建模。使用CloudSim进行了考虑不同云基础设施和不同工作负载的详细实验。结果表明,该算法在不可信环境下运行良好,同时通过减少迁移次数和SLA违规,降低了计算成本。
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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