| Artificial intelligence technology has been widely used in all walks of life,solving the pain points of many industries including medical,financial,communications,heavy industry,and service industries.It has greatly improved the social productivity,and has risen to national strategy,resulting in the growing market demand for talents in the field of artificial intelligence.However,at present,the discipline construction of artificial intelligence related majors in universities is still in the initial stage,there are generally problems such as shortage of teachers,insufficient teaching resources,and the disconnection between the training program and industrial demand,which have limited the cultivation of students’ practical ability.In response to the above problems,Transwarp Company developed the Star Cloud experimental teaching cloud platform.The Star Cloud platform is built on a public cloud platform to provide services for university users in a Saa S model.Based on the Sophon,the artificial intelligence platform of Transwarp,it provides an artificial intelligence experimental environment for universities.At the same time,it provides experimental course arrangements,learning situation management,and real case resources for university teaching scenarios.Such services effectively solve the problem of resource scarcity faced by universities and enable students to learn and apply artificial intelligence technology quickly and efficiently through project experiments.This thesis mainly describes the design and implementation of the experiment teaching management system of Star Cloud platform.The platform deploys an independent tenant space for each cooperative university institution to realize resource and information isolation between university institutions and ensure information security;it provides a series of teaching management services and experimental case resources to facilitate teachers to arrange teaching plans and make statistics on student learning.Deploy Sophon application to provide a separate experimental environment for experimental courses.The system uses Spring Boot framework for business function development,Docker container engine technology to deploy experimental environment and applications,cluster resource management based on Kubernetes framework,HDFS file system storage for experimental data,and Guardian security components to ensure system security.Now the platform has basically completed the development work,and get company with some universities,which getting good feedbacks. |
