Access Google's best plus Claude, Llama, and Gemma. Fine-tune and deploy from one console.
Build, govern, and optimize agents and models with Gemini Enterprise Agent Platform.
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Build Securely on AWS with Proven Frameworks
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Fine-grained authorizations and single sign-on for SSH remote commands
Mesh is a secure, lightweight grid middleware that is based on the addition of a single sign-on capability to the built-in public key authentication mechanism of SSH using system call interposition.
Fast reliable local/remote file transfers, sync, tar create/extract
Shift is a lightweight framework for high performance local and remote file transfers that provides resiliency across a wide variety of failure scenarios through various techniques. These include end-to-end integrity via cryptographic hashes, throttling of transfers to prevent resource exhaustion, balancing transfers across resources based on load and availability, and parallelization of transfers across multiple source and destination hosts for increased redundancy and performance.
Reads from stdin, splits and sends to parallel invocations of commands
Useful to split up jobs over multiple CPU cores or even multiple computers. Examples:
tar -cf - /bigdirectory | splitjob -j 4 gzip > big.tar.gz
splitjob "ssh h1 bzip2" "ssh h2 bzip2" < f > f.bz2
PuSSH is Pythonic, Ubiquitous SSH, a Python wrapper/script that runs commands in parallel on clusters/ranges of linux/unix machines via SSH, ideally where SSH is configured to use Kerberos, RSA/DSA keys, or ssh-agent as to avoid password authentication.
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...The OGF GWD-R.90 Standard (SAGA Core) Implementation(s). It comes with lots of middleware adaptors for cloud and grid middleware, like Globus, LSF, Condor, Sector/Sphere, EC2, SSH and more.
SimParEx executes a program(command) on many computers (farm) in parallel and collects the results (task farming). Major features: minimal requirements (TCP, SSH, Perl), flexible task definition, web interface.
central-ssh (cssh) is a Perl program that allows systems administrators to run multiple arbitrary commands on multiple arbitrary hosts from one central host. Straight CLI or config file can be used.
N-stage worm propagated via SSH. It executes commands in a given list of hosts and copies files to them with rsync. The paths for its propagation to the cluster are configurable. It offers a scalable/reliable transport API thanks to its adaptive algorithm
This tool lets you login with SSH to a group of machines and interact with them as if they were one machine. Each command that you enter is run in parallel on all machines in the group. The output from each machine is printed separately.
Our generous forever free tier includes the full platform, including the AI Assistant, for 3 users with 10k metrics, 50GB logs, and 50GB traces.
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