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Maximizing server utilization while meeting critical SLAs via weight-based collocation management

机译:通过基于权重的并置管理,在满足关键SLA的同时最大化服务器利用率

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Servers in most data centers are often underutilized due to concerns about SLA violations that may result from resource contention as server utilization increases. This low utilization means that neither the capital investment in the servers nor the power consumed is being used as effectively as it could be. In this demo, we present a novel method for managing the collocation of critical (e.g., user interactive) and non-critical (e.g., batch) workloads on virtualized multicore servers. Unlike previous cap-based solutions, our approach improves server utilization while meeting the SLAs of critical workloads by prioritizing resource access using Linux cgroups weights. We showcase our work conserving collocation method by utilizing a server to nearly 100% while keeping the performance loss of critical workloads within the specified limits.
机译:由于对SLA违规的担忧,大多数数据中心中的服务器经常未得到充分利用,这可能是由于服务器利用率提高而导致的资源争用。这种低利用率意味着没有充分利用服务器的资本投入或消耗的功率。在此演示中,我们提出了一种新颖的方法,用于管理虚拟化多核服务器上关键(例如,用户交互)和非关键(例如,批处理)工作负载的并置。与以前的基于上限的解决方案不同,我们的方法通过使用Linux cgroup权重确定资源访问的优先级,从而在满足关键工作负载的SLA的同时提高了服务器利用率。我们展示了通过利用服务器达到近100%的同时节省工作量的方法,同时将关键工作负载的性能损失保持在指定的范围内。

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