Sharing end-user negative symptoms for improving overlay network dependability

Yongning Tang, E. Al-Shaer
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引用次数: 8

Abstract

The dependability of overlay services rely on the overlay network's capabilities to effectively diagnose and recover faults (e.g., link failures, overlay node outages). However, overlay applications bring to overlay fault diagnosis new challenges, which include large-scale deployment, inaccessible underlying network information, dynamic symptom-fault causality relationship, and multi-layer complexity. In this paper, we develop an evidential overlay fault diagnosis framework (called DigOver) to tackle these challenges. Firstly, the DigOver identifies a set of potential faulty components based on shared end-user observed negative symptoms. Then, each potential faulty component is evaluated to quantify its fault likelihood and the corresponding evaluation uncertainty. Finally, the DigOver dynamically constructs a plausible fault graph to locate the root causes of end-user observed negative symptoms.
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共享最终用户的负面症状,以提高覆盖网络的可靠性
覆盖服务的可靠性依赖于覆盖网络有效诊断和恢复故障(例如,链路故障,覆盖节点中断)的能力。然而,叠加应用给叠加故障诊断带来了大规模部署、底层网络信息不可访问、症状-故障因果关系动态性、多层复杂性等新的挑战。在本文中,我们开发了一个证据覆盖故障诊断框架(称为DigOver)来解决这些挑战。首先,DigOver根据共享的最终用户观察到的负面症状识别一组潜在故障组件。然后,对每个潜在故障部件进行评估,量化其故障可能性和相应的评估不确定性。最后,DigOver动态构建一个合理的故障图,以定位最终用户观察到的阴性症状的根本原因。
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