带内网络遥测的动态探测规划

Leandro M. Dallanora, A. G. Castro, R. I. T. D. C. Filho, F. Rossi, A. Lorenzon, M. C. Luizelli
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引用次数: 3

摘要

带内网络遥测(INT)是一种新型的网络监控机制,可以提高细粒度网络的可视性。尽管对INT数据采集的编排进行了越来越多的研究,但考虑到监测应用需求,从网络有效收集遥测数据的工作还很少。本文介绍了一种针对INT的动态探测规划——DyPro。特别是,dypro确保遥测依赖关系始终通过监视应用程序需求得到满足。从理论上将其形式化为混合整数线性规划(MILP)优化模型,并提出了一种有效求解的启发式方法。结果表明,在监控应用程序的满意度方面,DyP ro可以比最先进的解决方案高出5倍。
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DyPro: Dynamic Probing Planning for In-Band Network Telemetry
In-band Network Telemetry (INT) is a novel net-work monitoring mechanism that improves fine-grained net-work visibility. Despite the increasing research efforts towards the orchestration of INT data acquisition, little has yet been done to efficiently collect telemetry data from the network considering monitoring applications requirements. In this paper, we introduce DyPro - a dynamic probing planning for INT. In particular, DyP ro ensures that telemetry dependencies are always satisfied by monitoring application requirements. We theoretically formalize it as a Mixed-Integer Linear Programming (MILP) optimization model and propose a heuristic procedure to efficiently solve it. Results show that DyP ro can outperform state-of-the-art solutions by up to 5x regarding the percentage of monitoring applications satisfied.
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