SpotWeb: Running Latency-sensitive Distributed Web Services on Transient Cloud Servers

被引:6
|
作者
Ali-Eldin, Ahmed [1 ]
Westin, Jonathan [1 ]
Wang, Bin [1 ]
Sharma, Prateek [2 ]
Shenoy, Prashant [1 ]
机构
[1] UMass Amherst, Amherst, MA 01003 USA
[2] Indiana Univ, Bloomington, IN 47405 USA
基金
美国国家科学基金会;
关键词
WORKLOAD;
D O I
10.1145/3307681.3325397
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Many cloud providers offer servers with transient availability at a reduced cost. These servers can be unilaterally revoked by the provider, usually after a warning period to the user. Until recently, it has been thought that these servers are not suitable to run latency-sensitive workloads due to their transient availability. In this paper, we introduce SpotWeb, a framework for running latency-sensitive web workloads on transient computing platforms while maintaining the Quality-of-Service (QoS) of the running applications. SpotWeb is based on three novel concepts; using multi-period optimization-a novel approach developed in finance-for server selection; transiency-aware load-balancing; and using intelligent capacity over-provisioning. We implement SpotWeb and evaluate its performance in both simulations and testbed experiments. Our results show that SpotWeb reduces costs by up to 50% compared to state-of-the-art solutions while being scalable to hundreds of cloud server configurations.
引用
收藏
页码:1 / 12
页数:12
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