Research Data Overview
Laguna offers a state-of-the-art data management system for our users. This overview provides introductory information to our data management systems and workflows. All research projects should have a data management plan to maximize research productivity on Laguna.
Currently, Laguna does not support the use or storage of sensitive data. If your research work includes sensitive data, including but not limited to HIPAA-, FERPA-, or CUI-regulated data, contact us at laguna-support@usc.edu before using our systems.
0.0.1 File systems
All Laguna account holders are assigned two directories on two different file systems where they can store data and run programs: /home1, and /project.
For detailed information on the available file systems, see the File Systems Overview user guide.
0.0.2 Managing and sharing data
Data management involves organizing, sharing, backing up, and archiving files. On CARC systems, this can be achieved using various command-line tools.
For more information, see the Managing Research Data user guide.
The Laguna login node has a 100 Gbps connection speed, which is adequate for most transfers.
0.0.3 Transferring data
Secure and efficient data transfer to and from Laguna can be achieved with a variety of useful tools, the choice of which depends on whether the storage location is a personal computer or an external site (e.g., cloud storage). The choice also depends heavily on the requirement of data sensitivity as well as the familiarity of the user. There are three methods of data transfer that we recommend: command-line tools, graphical tools, and the Globus service.
0.0.3.1 Which method should I use?
Below are four example scenarios that provide some insight into which data transfer method you might use for a given situation:
System 1 | System 2 | Example Scenarios | Method |
---|---|---|---|
Personal computer | Laguna file system for small-medium transfers | When transferring files from a personal computer to your Laguna project folder that takes a moderate amount of time | GUI, CLI |
Personal computer | Laguna file system for large or secure transfers | When transferring files from a personal computer to your Laguna project directory that takes a large amount of time or needs to be encrypted | Globus |
Amazon Web Services (AWS) | Any Laguna file system | When transferring files from an AWS server to your Laguna project directory | CLI |
Other HPC center | Any Laguna file system | When transferring files from another university or research institution to your Laguna project directory | Globus |
For full user guides on transferring data,, see the CARC Transferring Data user guides.