基于属性的动态访问控制系统的队列理论分析
Gaurav Madkaikar1, Shamik Sural1, Jaideep Vaidya2
1Indian Institute of Technology Kharagpur, Kharagpur, India.
概括
基于属性的访问控制 (ABAC) 的效率随着用户授权的增加而下降. 模拟访问调解作为一个M / G / 1队列与假期余额请求解决方案和政策重建,以提高系统性能.
科学领域:
- 计算机科学 计算机科学
- 信息安全 信息安全
- 系统工程 系统工程
背景情况:
- 基于属性的访问控制 (ABAC) 依赖于政策执行.
- 增加的特定用户授权可能会降低 ABAC 的性能.
- 重建 ABAC 策略在计算上是昂贵的,并导致系统停机时间.
研究的目的:
- 为了应对平衡访问解决方案,动态更新和ABAC政策重建的挑战.
- 通过辅助授权来提高ABAC系统的效率.
- 在政策更新期间尽量减少系统不可用性.
主要方法:
- 模拟访问调解作为一个M / G / 1队列与假期使用队列理论.
- 分析了请求到达率,解决时间,假期持续时间和间隔的影响.
- 进行了广泛的实验,以评估拟议的模型.
主要成果:
- 带有假期模式的M/G/1队列有效平衡了访问请求处理和政策重构.
- 关键参数显著影响系统性能和可用性.
- 实验结果提供了对优化ABAC实施的见解.
结论:
- 排队理论方法为有效的ABAC管理提供了一个可行的解决方案.
- 对假期参数的动态调整可以提高系统响应能力.
- 这项研究指导着开发更强大,更有效的ABAC系统.
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