WebAssembly (abbreviated Wasm) is a binary instruction format that allows you to compile application code written in over 50 languages (including Rust, C++, and Golang) and run it inside sand-boxed environments. WebAssembly was initially designed to run native code in web browsers to improve the speed of the web applications Read more…
In this blog, we tackle the issues to deploy machine learning models from a development (or training) environment to production. Punch keeps on progressing in this area, and provides data scientists and engineers simple but effective tools to facilitate their joint work. What is the problem ? The gap between Read more…
The punch 8th has been released for a few months, and we are now up to deliver the 8.1 version. Here are some news. Punch is a log management and data analytics solution designed using a Function-As-A-Service/Serverless architecture. It is lightweight, modular, and now completely cloud native. In this blog Read more…
To process and analyze data for typical analytics or machine learning use cases, it is common to hit storage and processing power issues. If the dataset is too big to be stored on your laptop drive, if it cannot be entirely loaded into memory, you must find practical solutions. It Read more…
Punchplatform periodically collects and stores data characterizing the health of the platform (metrics). It gathers both system metrics (CPU, RAM) and applicative metrics like the tuple travel time through a Storm topology. Since its last version, Punchplatform contains a specific module dedicated to machine learning based on Apache Spark: Punchplatform Read more…