Intelligent Docker Container Orchestration for Low Scheduling Latency and Fast Migration in Paas

Intelligent Docker Container Orchestration for Low Scheduling Latency and Fast Migration in Paas

연구 분야: Software Development

학회: 2023 Seminar on Information Computing and Processing (ICP)

Most modern cloud Platform as a Service (PaaS) systems are built on the basis of application containerization technology. The containerization schedulers currently in use do not have intelligent algorithms for placing containers across nodes. They work on the principle of placing in the “first suitable slot”. This article discusses two issues related to intelligent decision-making about moving containers between servers: the lethality of obtaining metrics for monitoring the current state of the platform and taking into account the influence of container deployment parameters on the speed of transformations. The article proposes a way to determine the necessary and sufficient number of monitoring services for latency management. The paper also considers the influence of microservices launch parameters, the size of the container image on the time of transferring the container between nodes, and proposes a model for assessing the complexity of transferring containers between nodes.