How does serverless computing work? Labelled by the Gartner consultancy firm as one of the big trends in infrastructure and operations, serverless computing has the wind in its sails and is the talk of the town. The race to win shares of this valuable market is raging between the IT giants. How does serverless computing …
Currently, a multitude of machine learning models are in the making or in the testing phase. Yet few of them will actually be used. Industrialization and the deployment of models is a real challenge that is too often overlooked. In this article, we return to the basic principles to be followed to give the best …
Machine learning: how to industrialize your models? Read More »
Data-driven characterizes a process that starts from the established data and verifies whether this data meets the rules. A Data-driven company is in fact based and guided by data. Data-driven will be more and more adopted by the companies of the future. Here are the main benefits of Data-driven strategies. What is data-driven? Data-driven is …
Data science and artificial intelligence go hand in hand: both feed and enrich each other. The possibilities of automating data analysis open the door to definite benefits for tomorrow’s “augmented” data scientists. So, what are the benefits of automating your data analysis? Here is why you should get started. Automation of data analysis: What …
What are the benefits of automating your data analysis? Read More »
Design pattern: what is it and why use it? The design pattern is an essential element in object-oriented programming. It is a software infrastructure made up of a small number of classes that is used to solve a technical problem. To understand what it is, here is what the design pattern is and …
Ryax Technologies is a startup developing Ryax, a product helping data scientists setting up data pipelines on complex infrastructures. We are searching for a senior backend software engineer to grow our existing team of engineers and help them build new services along with managing and delivering production-level projects. We are looking for engineers that take …
JOB OFFER | Senior data engineer (4+ years of experience) Read More »
We are looking for an experienced developer/mentor to support our team. At Ryax Technologies, we develop the Ryax platform in Python and Angular. As a senior member of the Ryax development team, you will be working with the Product Manager to architect, design and implement the features of Ryax. You will also mentor and coach …
JOB OFFER | Full-stack (Python/Angular) development and mentoring (4+ years experience) Read More »
Access this paper Abstract Containerisation demonstrates its efficiency in application deployment in Cloud Computing. Containers can encapsulate complex programs with their dependencies in isolated environments making applications more portable, hence are being adopted in High Performance Computing (HPC) clusters. Singularity, initially designed for HPC systems, has become their de facto standard container runtime. Nevertheless, conventional …
Research paper: Container orchestration on HPC systems through Kubernetes Read More »
How to ensure that the AI solutions developed will be used? How to scale up and ensure the adoption of AI within the enterprise? How to prepare the next steps and enable scalability? We take stock of these questions in this article. Artificial Intelligence (AI) has been invited to company meetings for several years. …
Predictive maintenance consists mainly in anticipating maintenance needs in order to avoid a production stoppage resulting from a machine breakdown. It is a concept linked to computer-assisted maintenance management aimed at optimizing the production line. The expansion of Big Data also implies the optimization of production. Data and predictive maintenance are therefore essential to the …