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One of the most useful features of a microservices architecture is its versatility to scale horizontally. However, not all services scale in or out uniformly. The performance of an application composed of microservices depends largely on a suitable combination of replica count and resource capacity. In practice, this implies limitations to the efficiency of autoscalers which often overscale based on an isolated consideration of single service metrics. Consequently, application providers paydoi:10.1145/3147234.3148111 dblp:conf/ucc/LopezS17 fatcat:pzyk62o3avdw3kpxc4wyzf4ii4