Category: Blog

The Magic of Ensemble Learning

Hello, Habr! We invite Data Engineers and Machine Learning specialists to a free demo class "Deploying ML Models into Production with Online Recommendations as an Example." Additionally, we are publishing an article by Luca Monno, Head of Financial Analytics at CDP SpA. One of the most useful and straightforward machine learning methods is Ensemble Learning. Ensemble Learning is a method that lies at the core […]

Barriers and journaled file systems

Wishing everyone a great weekend! We invite you to a free demo class "Configuring a Web Server (Apache, Nginx, Nginx Load Balancing)," hosted by Andrey Buranov — a UNIX systems specialist at Mail.Ru Group. We are also publishing an article by Jonathan Corbet — Executive Editor at LWN.net. Journaling file systems promise to free system administrators from issues with disk corruption during system failures. Even without running integrity checks […]

Setting Up a Django Stack on MS Windows

This article will provide a detailed guide on installing and configuring Apache, Python, and PostgreSQL to run a Django project on MS Windows OS. Django already includes a simplified development server for local code testing, but for production tasks, a more secure and powerful web server is required. We will configure mod_wsgi to interact with […]

Using IPv6 in Advanced Direct Connect

Observing the development of the file exchange network is interesting, but participating in it is even more exciting. Nowadays, by setting up and launching a modern NMDC hub, a newly minted administrator gains access to nearly all the developments and accumulated experience in this field from predecessors. They have a system ready for expansion and customization, including through numerous scripts. With ADC hubs […]

12 tools that make Kubernetes easier.

Kubernetes has become the standard method, and many will attest to this as they deploy containerized applications at various scales. But while Kubernetes helps us manage messy and complex container deliveries, what helps us manage Kubernetes itself? It can also be complex, convoluted, and hard to manage. As Kubernetes grows and evolves, many of its nuances will certainly be addressed within […]

Turing Pi — a cluster board for self-hosted applications and services.

Turing Pi is a solution for self-hosted applications built on the rack-mount principle found in data centers, only on a compact motherboard. The solution is geared toward building local infrastructure for local application and service development and hosting. Essentially, it's like AWS EC2 but for the edge. We are a small team of developers who decided to create a solution for building bare-metal clusters in the edge […]

CrossOver, software for running Windows applications on Chromebook, has exited beta.

Good news for Chromebook users who miss Windows applications on their machines. The beta version of CrossOver has been released, allowing Windows OS applications to run in a software environment on Chromebooks. However, there is a downside to this sweet deal: the software is paid, starting at $40. Nonetheless, it's an interesting solution, and we are already preparing […]

NGINX Service Mesh Available

We are pleased to present the beta version of NGINX Service Mesh (NSM), a lightweight service mesh utilizing a data plane based on NGINX Plus for managing container traffic in Kubernetes environments. NSM can be downloaded for free here. We hope you will try it out for dev and test environments — and we look forward to your feedback on GitHub. Implementing microservices methodology is associated […]

The ways of content are inscrutable, or let’s mention a word about CDN

Disclaimer: This article does not provide information that is previously unknown to those familiar with the concept of CDN; it serves as an overview of the technology. The first web page appeared in 1990 and was only a few bytes in size. Since then, content has scaled both qualitatively and quantitatively. The development of the IT ecosystem has led to modern web pages being measured in megabytes, and the trend towards […]

Networkers (not) needed

At the time of writing this article, a search on a popular job website for the term 'Network Engineer' yielded approximately three hundred vacancies throughout Russia. In comparison, a search for the phrase 'System Administrator' returns nearly 2.5 thousand vacancies, while 'DevOps Engineer' shows almost 800. Does this mean that network professionals are no longer needed in the age of dominant clouds, Docker, Kubernetes, and ubiquitous […]

Everything you wanted to know about secure password resets. Part 1

Recently, I had the time to reconsider how the password reset function should work, first while embedding this functionality into ASafaWeb, and then when I helped someone else create something similar. In the second case, I wanted to provide him with a link to a canonical resource with all the details about securely implementing the reset function. However, the problem is that, […]

Minimizing risks of using DNS-over-TLS (DoT) and DNS-over-HTTPS (DoH)

Minimizing the risks of using DoH and DoT Protecting against DoH and DoT Do you control your DNS traffic? Organizations invest a lot of time, money, and effort into securing their networks. However, one area that often doesn't receive adequate attention is DNS. A good overview of the risks associated with DNS is presented in Verisign's presentation at the Infosecurity conference. 31% of respondents […]

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