The LinCompute Cluster provides UT Austin students, faculty, and staff access to a set of Linux remote servers and software. Permission does not need to be granted to access the server; anyone with an active UT EID will be able to connect.
The LinCompute Cluster consists of two nodes but is accessed as if it was a single server. The server name to connect to is lincompute.cns.utexas.edu.
Note that the LinCompute Cluster shares the same user profile disk space as the WinCompute cluster. This makes sharing files between LinCompute and WinCompute easy. Note that there is a default quota of 20GB per user.
Prerequisites
You must have a computer with an internet or campus network connection
You must have either a ssh client, or a web browser
Software Included
gfortran and gcc compilers
Julia
JDK (versions 1.8.0 and 21)
MESA SDK (https://www.astro.wisc.edu/~townsend/static.php?ref=mesasdk)
Mathematica
Matlab
R and R Studio
Jupyterhub(not yet implemented)An anaconda3 environment containing (amongst others) numpy, scipy, astropy, matplotlib (pyplot), pandas, H5py and yt.
Guidelines for using the LinCompute Cluster
Do not store critical files on your LinCompute Cluster profile, as they may not be saved long-term and are not backed up or archived. You can download files from UT Box, an e-mail account, or other sources to access on the server.
The LinCompute Cluster does not meet the requirements for storing Category-I (Confidential) data. Do not store Category-I data on your profile on the cluster.
It is a shared resource; please be aware of how your use may impact others. Limit the amount of CPU and RAM you use when possible.
The LinCompute Cluster is intended for short-duration personal projects or for trying out a new software package prior to purchasing or running elsewhere (e.g. TACC). We do not recommend using the LinCompute Cluster for work related to dissertations, theses, publications, or time-sensitive projects. We cannot guarantee that the performance of the LinCompute Cluster at any given time due to its shared nature.
Getting Connected via SSH
You can connect to the LinCompute Cluster using the ssh (Secure Shell) application. Connections from on-campus or using the UT VPN service can login using their UT EID and password. Machines can not connect from off-campus without VPN unless they use public key authentication instead of password authentication. In the instructions below, we assume you are either on-campus or using the UT VPN service.
Mac
Go to Applications > Utilities, and then open Terminal.
Establish an SSH connection to the server by using following command, where “your-eid” is replaced by your actual UT EID username: ssh -X your-eid@lincompute.cns.utexas.edu
The first time that you connect to the server, a message will ask you if you want to continue connecting. This message appears because the remote server has an ssh key that's not stored in your system registry and as a result, the identity of the key can't be verified. This is normal for your very first connection, and should not appear when you later connect to the same machine. If this happens, simply type yes and press Enter. This action will add the ssh key to the list of known hosts on your machine so that you don't see this warning again when you make future connections from the same machine. You can expect to see that warning again, however, if you connect from a
different computer.You will be prompted for your password. Enter your UT EID password and press Enter. Note that the password does not echo to the screen as you enter it.
You're done! You should now be connected to the LinCompute cluster.
Windows
To connect from Windows, you will need to install an ssh client in Windows. We recommend using a client called PuTTY for this purpose.
If you do not already have a ssh client such as putty installed, then download PuTTY from the PuTTY website. Ensure that you comply with the license requirements. If you need assistance installing PuTTY on your machine, contact the CNS Help Desk at https://cns.utexas.edu/help or help@cns.utexas.edu.
Launch the PuTTY application.
Use the following steps to configure your connection:
In the PuTTY Configuration window, enter the following values:
In the Host Name field, enter the name lincompute.cns.utexas.edu
Ensure that the connection type is set to SSH.
(Optional but recommended) In the Saved Sessions field, assign a name for
this connection (such as LinCompute). Assigning a name saves time the next time that you use Putty.
Click Open.
The first time that you connect to one of the servers, a message will ask you if you want to continue connecting. This message appears because the remote server has an ssh key that's not stored in your system registry and as a result, the identity of the key can't be verified. This is normal for your very first connection, and should not appear when you later connect to the same machine. If this happens, simply type yes and press Enter. This action will add the ssh key to the list of known hosts on your machine so that you don't see this warning again when you make future connections from the same machine. You can expect to see that warning again, however, if you connect from a different computer.
You will be prompted for your username and password. User your UT EID username, and your UT EID password. Note that the password at is not echoed to the screen. Then, press Enter.
If you have entered the correct username and password, it will log you in and respond with
a shell prompt.You're done! You should now be connected to the LinCompute cluster.
Linux
Open a terminal window.
Establish an SSH connection to the server by using following command, where “your-eid” is replaced by your actual UT EID username: ssh -X your-eid@lincompute.cns.utexas.edu
The first time that you connect to one of the servers, a message will ask you if you want to continue connecting. This message appears because the remote server has an ssh key that's not stored in your profile and as a result, the identity of the key can't be verified. This is normal for your very first connection, and should not appear when you later connect to the same machine. If this happens, simply type yes and press Enter. This action will add the ssh key to the list of known hosts on your machine so that you don't see this warning again when you make future connections from the same machine. You can expect to see that warning again, however, if you connect from a
different computer.You will be prompted for your password. Enter your UT EID password and press Enter. Note that the password does not echo to the screen as you enter it.
You're done! You should now be connected to the LinCompute cluster.
Getting Connected via the Web
You can connect to a web interface via any normal web browser. Currently only R Studio is available via the web interface, but we hope to add Jupyterhub notebook soon.
Note: From the R Studio web interface you can get a Linux command line shell and execute command similar to if you used ssh to login (though without any X11 forwarding for graphic applications).
To connect via the web, you must connect to https://lincompute.cns.utexas.edu/ and select the application you want (R Studio for example). The application will ask you to login using your UT EID username and password.
FAQ
Q: Why do I get "Permission denied, please try again" or other error trying to login to the cluster via ssh, or an application via the web?
A: This is usually due to providing the wrong user name or password, or providing the username in the wrong format. Please enter just your UT EID, without any domain information. Also, try entering your UT EID username in all lowercase.
Q: Why can’t I can't ssh to the cluster from off campus or from Dell Medical School?
A: Per a directive from the UT Information Security Office (ISO), ssh access using passwords from outside the UT campus network has now been blocked unless using the UT VPN service. Networks at Dell Medical School are not part of the UT campus network, so also require use of the UT VPN service. You can access LinCompute from off-campus by either using the UT VPN service, or setting up public key authentication.
Q: How can I transfer files in or out of the cluster?
A: You can use the ssh-based tools scp or sftp to transfer files between machines. You can also use a web browser running on the LinCompute machines to download or upload files from web-based services such as UT Box. Please note that WinCompute and LinCompute share the same storage so you can easily access files between those two systems without any transfer needed.
Q: Why can’t I run a GUI (Graphical User Interface) application when I login via ssh?
A: X-Windows is the display rendering (windowing) system used on Linux/Unix computers. X11 is the protocol used by X-Windows; it specifies how an application window is to be rendered (e.g. a series of lines, boxes, polygons, colors, etc, etc). The application creates a series of such steps according to the X11 protocol specification. The receiver (the X11 client) reads and follows those steps to render an image in its local environment.
The terms X11 and X-Windows are sometimes used interchangeably, but technically X11 is the protocol and X-Windows is a term for applications that use that protocol to render their windows, and the entirety of the components involved.
The important thing about X-windows is that it is a portable system. The application that uses X-windows to render its screens can run on any operating system, not just Linux/Unix. As long as the client (e.g. the Mac Terminal, or an appropriate Windows program) supports X11, the visualizations can be rendered locally. Contrast this with Windows-only or Mac-only applications which use operating system specific API calls.
However, to run a GUI program installed on LinCompute, you'll need an X11-enabled terminal (see below).
A local terminal enabled for X-Windows (X11) is needed in order to invoke Linux GUI (graphical user interface) program and see the GUI on your laptop or desktop running Windows, Mac OS, or even Linux. This may require installing a 3rd party X-Windows package (such as Xming on Windows or XQuartz on Mac) then using an X-Windows-capable terminal (PuTTY on Windows, or the built-in Terminal on Mac or Linux) to ssh to the LinCompute Cluster.
If you invoke ssh explicitly from a Mac Terminal session or Linux terminal session, use either -X or -Y to connect to the LinCompute Cluster; the -X or -Y enables forwarding of the X11 commands to the X-terminal). On Windows, you configure PuTTY to use X11 forwarding automatically when you open a session.
Q: Why are remote GUI (X11) sessions so slow?
A: X11 is not a very efficient protocol, and your remote network speed can greatly effect the rendering speed of GUI applications. Using VPN may slow it down even more. If you need high performance GUI access, it is recommended that you connect from on-campus rather than off-campus.