In this first blog of a new series, we pursue our bird song detection prototype by setting up a complete working solution using Rust, TensorFlow, WebAssembly, and RISC-V. We will explain why we explore such a strange cocktail. Our goal Read more…
A Frugal Smart Data Solution with Rust and WebAssembly For the upcoming Eco-design of Digital Services Meetup, Reyyan Tekin and Jean-Félix Berthiau from Thales will be sharing insights into their eco-friendly data processing platform: Starting from operational needs in challenging Read more…
Overview Before reading this blog, we strongly encourage you to read this very interesting blog from sekoia. They explain why they decided to leverage Sigma rules instead of other formats (namely STIX) to deal with complex correlation patterns. Here is Read more…
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/Function as a Service (FaaS) architectures makes us envision data processing platforms that are both frugal, safe, and highly efficient. In 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…
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