Explore the evolution and future of Marathon and Jobs in this informative conference talk by Johannes Unterstein from Mesosphere, Inc. Delve into the core frameworks of Apache Mesos clusters, including Marathon for long-running tasks and Chronos for fault-tolerant cron jobs. Learn about the introduction of Metronome as a Chronos replacement and discover the significant changes in Marathon that leverage Apache Mesos' latest features. Gain insights into new features, understand the reasoning behind Marathon's growth, and examine the roadmap for Marathon and related frameworks. Topics covered include local and external storage support, Universal Container Runtime, GPU support, Container Network Interface, readiness checks, debugging deployments, enhanced Secrets API, Container Storage Interface, cloud bursting, and fault domains. Understand how these advancements improve performance, scalability, and reliability in distributed systems.