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A dynamic two-level priority based authentication system for job scheduling in a heterogeneous grid environment

机译:一种基于动态两级优先级的身份验证系统,用于异构网格环境中的作业调度

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The Grid environment is highly dynamic in nature where a variety of users from all over the world try to access the resources that are again distributed all over. Both the users and resources are highly varied. The users can be both valid and invalid, can have single job or multiple jobs, and can have jobs that can have different processing requirements, may be an old loyal user or may be a new one. Similarly the resources can have different characteristics like the processing speed, number of processing elements each resource has, whether the resources have joined or left the grid and so on. In such an environment if an un-authorized user is allowed to access the resource, there is a security threat to the grid. Even if one unauthorized user is allowed to access the grid; the whole grid becomes susceptible to many security threats. So resources should only be available to authorized users. Moreover, as number of users and their jobs increases, they face a lot of competition amongst themselves to get access to the resources. In order to solve the conflicts the resources must be allocated to the users by some arbitration mechanism. In this paper we propose a grid framework that focusses on solving these two major problems namely authentication and arbitration by means of using a robust authentication mechanism and by assigning priority to users and their jobs. In order to achieve secure resource allocation to valid user jobs for maximum resource utilization along with minimizing waiting time and elapsed time of jobs, a secure resource allocation scheme using ECC algorithm with two-level priority has been proposed. The results have been compared with a non-priority based system and our proposed system shows substantial improvement in both waiting time and elapsed time of jobs with better resource utilization.
机译:Grid环境本质上是高度动态的,来自世界各地的各种用户尝试访问再次分布于各处的资源。用户和资源都高度不同。用户可以是有效用户,也可以是无效用户,可以有一个作业或多个作业,并且可以具有可能具有不同处理要求的作业,可以是老忠实用户,也可以是新用户。类似地,资源可以具有不同的特性,例如处理速度,每个资源具有的处理元素的数量,资源是否已加入网格或离开网格等等。在这样的环境中,如果允许未经授权的用户访问资源,则会对网格造成安全威胁。即使允许一个未经授权的用户访问网格;整个网格变得容易受到许多安全威胁的影响。因此,资源应仅对授权用户可用。此外,随着用户数量和工作量的增加,他们之间在获取资源方面面临很多竞争。为了解决冲突,必须通过某种仲裁机制将资源分配给用户。在本文中,我们提出了一个网格框架,该框架专注于通过使用可靠的身份验证机制并通过为用户及其工作分配优先级来解决身份验证和仲裁这两个主要问题。为了实现对有效用户作业的安全资源分配,以最大程度地利用资源,同时最小化作业的等待时间和经过时间,提出了一种使用具有两级优先级的ECC算法的安全资源分配方案。将结果与基于非优先级的系统进行了比较,我们提出的系统显示出在等待时间和工作流逝时间上都得到了显着改善,并且资源利用率更高。

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