Our team is developing a service called Thalc to help customers estimate the carbon costs of their infrastructure or applications. There are many use cases, of course, for such carbon estimation services. Most companies must now precisely estimate and forecast Read more…
This blog discusses a few challenges when integrating AI models into a Rust pipeline. We mainly focus on TensorFlow Lite models that are lightweight enough to run on edge devices like Raspberry Pi or RISC-V equivalent. This experiment is part Read more…
Introduction The interplay among technologies in today’s software landscape can produce remarkable results. The convergence of WebAssembly, Rust, and Serverless/Faas architectures makes us envision data processing platforms that are both frugal, safe, and highly efficient. In a previous exploration, we Read more…
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 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 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 Read more…
Successfully deploying and maintaining machine learning applications is, to us (punch team), still a real challenge. We have read many papers and blogs introducing great new technologies to tackle mlops issues. We still find the whole process far from being simple Read more…
The punch 6.2.0 (Dave) has been released and marks a significant step forward. A good time to give some punch news, what are the new features ? what is the punch used for? where will it go next? The Punch Read more…
Overview In this advanced blog, we explain how to create a new custom machine learning node in the punch. Our goal is to predict the number of travelers in each train station of Il-de-France, the France area that includes Paris Read more…
Overview Apache Nifi is a popular technology to handle dataflow between systems. Using a simple interface to create diagrams, you can manage where the data goes and how is it processed. Just like many similar frameworks, Nifi provides a bunch Read more…
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