Deploying software packages in a network can be done in many ways. However, the growing need to bring products to market faster and integrate new technologies into existing systems presents a major challenge for developers and administrators. Traditional deployment methods such as manual installation from the end-user side or assigning a dedicated team for deployments are often slow, error-prone, and difficult to scale. To meet modern delivery demands, organizations require a fast, reliable, and repeatable deployment approach. This is where Deployment Automation becomes essential, especially for businesses managing complex infrastructures …

Apache Mesos is an open-source cluster manager that acts as an interface between machines and applications to provide high-level resource management. It provides applications with all available resources through dynamic sharing and isolation. This distributed environment setup allows maximum resource utilization by reallocating available resources to other applications during inactive periods. The components of Mesos are mainly a master daemon that manages the agent daemons, running on each cluster node, and frameworks that run tasks on these agents.