Run everything from popular models with on-demand NVIDIA L4 GPUs to web apps without infrastructure management.
Run frontend and backend services, batch jobs, host LLMs, and queue processing workloads without the need to manage infrastructure. Cloud Run gives you on-demand GPU access for hosting LLMs and running real-time AI—with 5-second cold starts and automatic scale-to-zero so you only pay for actual usage. New customers get $300 in free credit to start.
Try Cloud Run Free
$300 in Free Credit for Your Google Cloud Projects
Build, test, and explore on Google Cloud with $300 in free credit. No hidden charges. No surprise bills.
Launch your next project with $300 in free Google Cloud credit—no hidden charges. Test, build, and deploy without risk. Use your credit across the Google Cloud platform to find what works best for your needs. After your credits are used, continue building with free monthly usage products. Only pay when you're ready to scale. Sign up in minutes and start exploring.
Java explicit multiprocessing, SSI and cluster management tool
▪ JMP library allows to do multiprocessing in Java with a simple API that resembles Java multithreading. JMP allows running a piece of Java code on a separate process either locally or on remote machine.
▪ If the code in question is not present on the target machine, it can be dynamically uploaded.
▪ JMP allows setting affinity for a new process explicitly instead of relying on the OS.
▪ JMP also contains a simple cluster management / load balancing tool called JMP node.
▪ JMP = SSI +...