Kubernetes 是一个全新的基于容器技术的分布式架构解决方案，是 google 开源的一个容器集群管理系统，kubernetes 简称 k8s。 kubernetes 是一个一站式的完备的分布式系统开发和支撑. 诚如其他答主所言，apache mesos 和 kubernetes 都是优秀的开源框架，都支持大规模集群管理（当然开源 kubernetes 目前还局限于数千，万级节点还需要定制化，而 apache mesos 可以. 如何在 kubernetes 环境中优化大规模语言模型的部署流程，以及如何通过 gpu 加速提高模型的运行效率。
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