评估容器编排系统中调度策略的方法

Yevhenii Voievodin, Inna Rozlomii, Andrii Yarmilko
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引用次数: 0

摘要

本文深入探讨了容器编排系统中的调度策略,强调了为系统的特定需求选择最合适策略的重要性。文章探讨了容器系统的演变以及围绕云可靠性和容错性的挑战。文章介绍了一种结构化的实验方法,利用各种测试方法(如打包至首次拒绝、打包至集群满)以及引入不同的故障(如有效性和网络分区),系统地比较不同的策略。binpack "和 "spread "两种策略的比较结果表明,前者的调度请求接受率更高,而后者的可用性更高。研究结果表明,有必要根据系统目标调整调度策略,无论是资源优化、容错还是其他所需的特征
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Approach to Evaluate Scheduling Strategies in Container Orchestration Systems
This article offers an in-depth examination of scheduling strategies in container orchestration systems, emphasizing the importance of selecting the most suitable strategy for a system's specific needs. The article explores the evolution of container systems and challenges around cloud reliability and fault tolerance. A structured experimental methodology was introduced to compare different strategies systematically, utilizing various testing methods like packing until first rejection, packing until the cluster is full, and introducing different malfunctions such as liveness and network partitioning. Comparative results between the “binpack” and “spread” strategies highlighted that while the former excels in higher scheduling requests acceptance rate, the latter is superior in offering higher availability. The findings show the need for aligning the scheduling strategy with system objectives, be it resource optimization, fault tolerance or other desired characteristics
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