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ServiceNet: resource-efficient architecture for topology discovery in large-scale multi-tenant clouds
Cluster Computing ( IF 4.4 ) Pub Date : 2024-04-13 , DOI: 10.1007/s10586-024-04344-3
Angel Gama Garcia , Jose M. Alcaraz Calero , Higinio Mora Mora , Qi Wang

Modern computing infrastructures are evolving due to virtualisation, especially with the advent of 5G and future technologies. While this transition offers numerous benefits, it also presents challenges. Consequently, understanding these complex systems, including networks, services, and their interconnections, is crucial. This paper introduces ServiceNet, a groundbreaking architecture that accurately performs the important task of providing understanding of a multi-tenant architecture by discovering the complete topology, crucial in the realm of high-performance distributed computing. Experimental results have been carried out in different scenarios in order to validate our approach, demonstrating the effectiveness of our approach in comprehensive multi-tenant topology discovery. The experiments, involving up to forty tenant, highlight the adaptability of ServiceNet as a valuable tool for real-time monitoring in topology discovery purposes, even in challenging scenarios.



中文翻译:

ServiceNet:大规模多租户云中拓扑发现的资源高效架构

现代计算基础设施因虚拟化而不断发展,特别是随着 5G 和未来技术的出现。虽然这种转变带来了许多好处,但也带来了挑战。因此,了解这些复杂的系统(包括网络、服务及其互连)至关重要。本文介绍了 ServiceNet,这是一种突破性的架构,它通过发现完整的拓扑来准确地执行提供对多租户架构的理解的重要任务,这在高性能分布式计算领域至关重要。为了验证我们的方法,在不同的场景中进行了实验结果,证明了我们的方法在全面的多租户拓扑发现方面的有效性。这些实验涉及多达 40 个租户,凸显了 ServiceNet 作为拓扑发现实时监控的宝贵工具的适应性,即使在具有挑战性的场景中也是如此。

更新日期:2024-04-14
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