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Global Vs. Per-domain monitoring of multi-domain networks

机译:全球与多域网络的按域监视

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Mutli-domain monitoring aims at guaranteeing QoS for services crossing several domains. It is often desirable to perform global monitoring to guarantee end-to-end QoS for services across domains and to reduce the monitoring cost. However, global monitoring might be infeasible due to confidentiality constraints. The alternative solution is to perform per-domain monitoring. In this work, we propose to evaluate global and per-domain monitoring techniques. For this end, we study the properties of multi-domain networks and the requirements of multi-domain monitoring. We formulate the problem as an Integer Linear Program (ILP). We show that it is a Nondeterministic Polynomial Time Hard (NP-Hard) problem, and therefore, we devise a heuristic that meets multi-domain properties. We show that confidentiality is far from being the only constraint to global multi-domain monitoring. In our evaluation, the confidentiality constraint has been relaxed, in order to investigate other performance metrics; namely, the monitoring cost, the quality of monitored paths, the anomaly detection delays, and the fairness of monitoring load distribution among domains. Simulation results on random topologies show that per-domain monitoring outperforms global monitoring for all these metrics, except the monitoring cost that is slightly lower for global monitoring.
机译:多域监视旨在保证跨多个域的服务的QoS。通常希望执行全局监视以保证跨域服务的端到端QoS并降低监视成本。但是,由于机密性的限制,全球监视可能不可行。替代解决方案是执行每个域的监视。在这项工作中,我们建议评估全局和每个域的监视技术。为此,我们研究了多域网络的属性和多域监视的要求。我们将问题表述为整数线性程序(ILP)。我们表明这是一个不确定的多项式时间难(NP-Hard)问题,因此,我们设计了一种满足多域属性的启发式方法。我们表明,机密性绝不是全球多域监视的唯一约束。在我们的评估中,为了研究其他性能指标,已放宽了机密性约束;即监视成本,监视路径的质量,异常检测延迟以及监视域之间负载分配的公平性。随机拓扑的模拟结果表明,对于所有这些指标,每个域的监视性能都优于全局监视,但全局监视的监视成本略低。

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