1 unstable release

0.1.0 May 28, 2024

#832 in Machine learning

Apache-2.0

33KB
638 lines

Zeus daemon (zeusd)

zeusd is a daemon designed to run with admin privileges and expose API endpoints that wrap privileged NVML methods.

Problem

Energy optimizers in Zeus need to change the GPU's configurations including its power limit or frequency, which requires the Linux security capability SYS_ADMIN (which is pretty much sudo). However, it's not a good idea to grant the entire application such strong privileges just to be able to change GPU configurations.

Solution

zeusd runs as a privileged daemon process on the node and provides API endpoints that wrap privileged NVML methods. Then, unprivileged applications can ask zeusd to change the GPU's configuration on their behalf. To make this as low latency as possible, zeusd was written with Rust.

How to use zeusd

To install zeusd:

cargo install zeus

With the following, zeusd will listen to a unix domain socket at /var/run/zeusd.sock, which is writable to anyone (since file permission is 666).

sudo zeusd --socket-path /var/run/zeusd.sock --socket-permissions 666

Full help message:

$ zeusd --help
The Zeus daemon runs with elevated provileges and communicates with unprivileged Zeus clients to allow them to interact with and control compute devices on the node

Usage: zeusd [OPTIONS]

Options:
      --mode <MODE>
          Operating mode: UDS or TCP
          
          [default: uds]

          Possible values:
          - uds: Unix domain socket
          - tcp: TCP

      --socket-path <SOCKET_PATH>
          [UDS mode] Path to the socket Zeusd will listen on
          
          [default: /var/run/zeusd.sock]

      --socket-permissions <SOCKET_PERMISSIONS>
          [UDS mode] Permissions for the socket file to be created
          
          [default: 666]

      --socket-uid <SOCKET_UID>
          [UDS mode] UID to chown the socket file to

      --socket-gid <SOCKET_GID>
          [UDS mode] GID to chown the socket file to

      --tcp-bind-address <TCP_BIND_ADDRESS>
          [TCP mode] Address to bind to
          
          [default: 127.0.0.1:4938]

      --allow-unprivileged
          If set, Zeusd will not complain about running as non-root

      --num-workers <NUM_WORKERS>
          Number of worker threads to use. Default is the number of logical CPUs

  -h, --help
          Print help (see a summary with '-h')

  -V, --version
          Print version

Dependencies

~24–35MB
~602K SLoC