HPC clusters typically don't have great support for long-running clusters, thus information from the cluster and UI are short-lived. It also makes it more difficult to monitor Spark jobs without the UI.
All you have to do is use SSH to configure a proxy and tell firefox (or your preferred browser) to use that tunnel as a proxy.