CArDS: Dealing a New Hand in Reducing Service Request Completion Times

K. Khandaker, D. Trossen, R. Khalili, Z. Despotovic, A. Hecker, G. Carle
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引用次数: 3

Abstract

The cloud-native paradigm advocates agile development and deployment of virtualized micro-services, introducing a flexibility and dynamicity for service endpoints that may exist in many locations of a provider's network, not just data centers. Such ability leaves open the problem of scheduling traffic from clients to those possible locations. In this paper, we position our solution to this problem at the data plane level, avoiding the shortfalls of existing solutions in terms of latency and path stretch. For this, we present a system model for forwarding service requests based on compute information, with a distributed scheduler realizing the traffic steering decision at line rate and with measurable performance gains against existing network-level solutions. We evaluate our solution against several design aspects to provide insights for real-world deployments, while quantifying performance improvements for use cases where such scheduling decisions could indeed be performed at the level of each service request. Here we show that our improvements in request completion time may lead to serving up to 162 % more clients within the bounded request time that would ensure acceptable quality of experience.
卡牌:减少服务请求完成时间的新方法
云原生范式提倡敏捷开发和部署虚拟化微服务,为服务端点引入灵活性和动态性,这些服务端点可能存在于提供商网络的许多位置,而不仅仅是数据中心。这种能力留下了从客户端到这些可能位置的流量调度问题。在本文中,我们将该问题的解决方案定位在数据平面级别,避免了现有解决方案在延迟和路径扩展方面的不足。为此,我们提出了一个基于计算信息转发服务请求的系统模型,其中分布式调度程序以线速率实现流量转向决策,并且相对于现有的网络级解决方案具有可测量的性能增益。我们根据几个设计方面评估我们的解决方案,以提供对实际部署的见解,同时量化用例的性能改进,在这些用例中,此类调度决策确实可以在每个服务请求级别上执行。在这里,我们展示了我们在请求完成时间上的改进可能会导致在有限的请求时间内服务多达162%的客户,这将确保可接受的体验质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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