PowerCass: Energy Efficient, Consistent Hashing Based Storage for Micro Clouds Based Infrastructure

Frezewd Lemma Tena, Thomas Knauth, C. Fetzer
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引用次数: 8

Abstract

Consistent hash based storage systems are used in many real world applications for which energy is one of the main cost factors. However, these systems are typically designed and deployed without any mechanisms to save energy at times of low demand. We present an energy conserving implementation of a consistent hashing based key-value store, called PowerCass, based on Apache's Cassandra. In PowerCass, nodes are divided into three groups: active, dormant, and sleepy. Nodes in the active group store cover all the data and running continuously. Dormant nodes are only powered during peak activity time and for replica synchronization. Sleepy nodes are offline almost all the time except for replica synchronization and exceptional peak loads. With this simple and elegant approach we are able to reduce the energy consumption by up to 66% compared to the unmodified key-value store Cassandra.
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PowerCass:基于微云基础设施的节能、一致的哈希存储
基于一致散列的存储系统用于许多实际应用中,其中能源是主要成本因素之一。然而,这些系统的设计和部署通常没有任何机制来在低需求时节省能源。我们提出了一种基于一致散列的键值存储的节能实现,称为PowerCass,它基于Apache的Cassandra。在PowerCass中,节点分为三组:活动、休眠和休眠。活动组存储中的节点覆盖所有数据并持续运行。休眠节点仅在高峰活动时间和副本同步期间供电。除了副本同步和异常峰值负载之外,休眠节点几乎一直处于离线状态。与未修改的键值存储Cassandra相比,使用这种简单而优雅的方法,我们能够减少高达66%的能耗。
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