ROSE Workflows Checkpointing

We discussed with Tianle implementing checkpointing in Rose to support long-running projects that exceed the current 3-day limit. 

The goal is to periodically develop workflow-level snapshots during runtime. 

This is required by Linwei's use case. 

Tianle will be in charge of developing this feature.