Abstract Shanghai Normal University Master of Engineering
IV
cycle. One-button continuous integration enables an integrated collection of SVN
code management tools and Jenkins continuous integration tools, which saves a lot of
maintenance costs and also reduces the difficulty of continuous integration operations.
Second, this article provides a performance monitoring solution for collecting,
summarizing, and analyzing resource performance data for container applications
after using the Docker platform. Utilizing the features of Kubernetes, the real-time
usage rate of container resources is added to the elastic scaling policy, which
implements container-based resource monitoring and dynamic self-adaptive resource
allocation. This ensures that the application's elastic scalability adapts. The solution
can flexibly control the application nodes in real time, solve the problem that the
Docker container cannot access self-adaptation based on performance, enable the
application to provide services flexibly, and at the same time introduce the audit of
scheduling logs on the scheduling trigger to ensure the effective scheduling.
Then, we explore the mechanism of grayscale release for upgrading version of
software project. Introduce grayscale publishing through project practice to reduce
business interruptions and increase customer satisfaction. At the same time, it also
saves a lot of upgrade wait time for developers and operation and maintenance
personnel, and reduces the error rate during version upgrade.
Finally, an integrated log collection and analysis platform was established for a
large number of performance information and logs in the container, and resource
management of the nodes, applications, and the interface of the container was
implemented. On the one hand, the platform provides a rich query interface, which
can adapt to the multi-dimensional query requirements of log retrieval; on the other
hand, it reduces the complexity of the operation and maintenance of Docker container
resources and saves the operation and maintenance labor costs.
This article tests the continuous integration, performance monitoring, gray-scale
publishing, and log retrieval functions in a distributed Web platform and verifies its
effectiveness. The design and implementation of the platform provide a perfect
solution for the continuous integration, performance monitoring, gray-scale
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