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 is to run and compare the overall performance and energy 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 a simple example: say you want to generate alerts if 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…
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 and mastered on industrial, mission critical and/or on-premise use cases. 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 goes AI Deploying machine learning applications to production (and in Read more…
You have interesting data: radar data, security logs, Iot data, pictures, and you wonder how to best combine archiving and indexing capabilities. To perform efficient queries and benefit from optimal (near) real-time performance, you need to select the right (indexed) database. In contrast; to archive lots of data for months Read more…
Dealing With Python Apps The punch story with python is an old one. We implemented an elasticsearch aggregator tool in the Brad release (now deprecated), we also leveraged the elasticsearch curator application that we provide as a deployable administrative service in the Craig release. More importantly, we decided to fully Read more…
Craig Release Latest News This 2019 summer was quite active, and I am happy to share lots of interesting news regarding the current and future punch releases. Before We Start Maybe you are not familiar yet with the punch. Here is a quick recap. The punch is a ready-to-go-production data Read more…
Big Data Paris 2019 Workshop Tuesday 12th of March, 14H00 Machine Learning for Critical Systems Damien Fontanes, Dimitri Tombroff Abstract In real-life critical systems and applications, accessing the data to test, tune and run artificial intelligence algorithms involved several under-estimated problems. The first challenge is mainly to provide consistent tools Read more…
The Craig punchplatform version 5.1.2 is released. This post gives an overview of the new features. New Features The Craig punchplatform 5.1.2 has a number of important new features. First off, it leverages many important component updates: Elastic 6.5.4 stack Kibana 6.5.4 Spark 2.4 Siddhi Rules 4.3.17 It also brings Read more…