CloudShelter: Protecting Virtual Machines' Memory Resource Availability in Clouds
2017 IEEE International Conference on Computer Design (ICCD)(2017)
摘要
We present CloudShelter, an architecture to protect virtual machines' memory availability from undesired resource contention on the cloud servers. We introduce a new micro-architectural metric: Memory Round Trip Time, to quantify VMs' memory QoS. Using this metric, (1) CloudShelter defines new QoS options for customers when launching VMs. These options can guarantee VMs' memory QoS at different levels even when they face intensive contention with co-located VMs; (2) CloudShelter periodically monitors VMs' memory QoS at runtime: once QoS violations against customers' demands are detected, CloudShelter places this VM into an isolated environment to eliminate contention. CloudShelter can reduce 30.1% performance interference from LLC/DRAM contention and 81.6% interference from bus contention1.
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关键词
virtual machines,CloudShelter,memory resource availability,microarchitectural metric,LLC/DRAM contention,bus contention,QoS violations,co-located VMs,VMs' memory QoS,Memory Round Trip Time,undesired resource contention
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