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Easily Host LLMs and Web Apps on Cloud Run
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.
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Requirements:
For the Java HTTP server:
- J2SE (SDK for compilation)
For the exampe web app:
- Apache2 with mod_rewrite and mod_proxy
Client-side for the web app:
- www browser supporting JS with jQuery
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Setup:
- run Server.class from Java server files (java Server) in a terminal/console
- unpack example app files under/within your apache2 document root file structure
- open index.html (with a www browser, from a www server)
- observe terminal output
S3 Mockup is an Amazon S3 emulator we develop for one of our projects. It can be easy embedded and used in your test framework or running as an independent service. Using this emulator you can easy setup development and QA environment.
The project is a fully functional Java based IP load balancer. It has a web based admin UI to setup the configuration such as the number of real servers and their addressess, ping times to monitor the health of each of the real servers, the protocols supp
Go from Data Warehouse to Data and AI platform with BigQuery
Build, train, and run ML models with simple SQL. Automate data prep, analysis, and predictions with built-in AI assistance from Gemini.
BigQuery is more than a data warehouse—it's an autonomous data-to-AI platform. Use familiar SQL to train ML models, run time-series forecasts, and generate AI-powered insights with native Gemini integration. Built-in agents handle data engineering and data science workflows automatically. Get $300 in free credit, query 1 TB, and store 10 GB free monthly.