For memory-related issues in Jenkins, tuning the JVM (Java Virtual Machine) parameters is a common practice. Adjusting heap size and garbage collection settings can help optimize memory usage.

Jenkins integrates with Kubernetes deployments using the Kubernetes plugin. This plugin allows Jenkins to dynamically provision Kubernetes pods to run build agents and execute builds in Kubernetes clusters.

Advanced Jenkins setups often use Security scanning tools to detect vulnerabilities in the Jenkins environment and its jobs. These tools analyze code, configurations, and dependencies for potential security risks.

For effective Continuous Integration in Jenkins, it is important to have Unit tests that run quickly and reliably. Unit tests focus on individual components, ensuring that each part of the code functions correctly in isolation.

To secure a Jenkins master-slave connection, the use of the HTTPS protocol is recommended. This ensures encrypted communication, protecting sensitive information during data transfer.

The Jenkins JUnit plugin is essential for integrating automated testing frameworks, such as JUnit, into the Jenkins build process. It helps in reporting and visualizing test results within Jenkins.

Running a script outside the Jenkins sandbox environment increases the risk of malicious code execution. The sandbox restricts certain operations to prevent unauthorized access and potential security vulnerabilities.

Multibranch Pipeline jobs in Jenkins provide improved code organization and versioning by automatically creating jobs for each branch in a repository, making it easier to manage and build code changes.

The AWS CodeDeploy plugin is commonly used to integrate Jenkins with AWS. It facilitates the deployment of applications to Amazon EC2 instances.

The JDBC Plugin is typically used in Jenkins for database integration and management. It enables Jenkins to interact with databases using Java Database Connectivity (JDBC), facilitating database-related tasks in build jobs.