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Thumbnail of an article about Latest addition to network testing and simulation: Containerlab
NETWORKS

Latest addition to network testing and simulation: Containerlab

Until recently all existing virtual lab solutions were based on vendor appliances provided as virtual machines. Such an approach allowed us to emulate closely the real HW (some of those appliances had virtualized data planes as well - e.g. vEX, vMX). However this is not always the desired case.
Thumbnail of an article about Virtual Labs: running network topology on a plain laptop
NETWORKS

Virtual Labs: running network topology on a plain laptop

For a very long time whenever someone wanted to create a network playground, they had to use physical equipment. Although such an approach had some pros, they were quickly outweighed by the cons, such as: price of equipment, manual cabling required to set up the environment, noise, power consumption - the list is long.
Thumbnail of an article about Long-term time series forecasting: an insight into the methods
NETWORKS
DATA

Long-term time series forecasting: an insight into the methods

In this article, we describe the use case and reasoning for long-term traffic forecasting, next we focus on the methods we used, and discuss alternative approaches and challenges to overcome.
Thumbnail of an article about Page Object Model with Playwright and TypeScript
QUALITY ASSURANCE

Page Object Model with Playwright and TypeScript

Page Object Model (POM) is a design pattern that plays a crucial role in maintaining a structured and organized approach in automated testing, particularly in the context of web application testing.
Thumbnail of an article about What is data pipeline architecture? Definition and overview
DATA

What is data pipeline architecture? Definition and overview

Data pipelines are crucial in our data-driven world because they automate the flow of information, making it easier for businesses and organizations to make informed decisions, detect trends, and provide better services.
Thumbnail of an article about Unlocking the power of GitOps for network automation
NETWORKS
OPERATIONS

Unlocking the power of GitOps for network automation

In rapidly developing technologies, especially cloud technologies, the flexibility and at the same time reliability of the tools and techniques we use to manage infrastructure, including networks, become extremely important.
Thumbnail of an article about Data cleaning techniques: Strategies for reliable data analysis
DATA

Data cleaning techniques: Strategies for reliable data analysis

Data cleaning is a critical component of data analysis, essential for ensuring the accuracy and reliability of the results. This process involves refining data by fixing or removing errors and inconsistencies, a key step for maintaining the integrity of data-driven insights. However, this task presents various challenges. Analysts often face issues like missing values, which can lead to biased outcomes, outliers that may distort the analysis, and irregularities in data formats. If these issues are not properly addressed, they can significantly diminish the effectiveness of data analysis. Therefore, data cleaning is not merely a preliminary step; it is an integral part of producing trustworthy and actionable data insights.
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Thumbnail of an article about Introducing SONiC-DASH for enhanced network programmability

Introducing SONiC-DASH for enhanced network programmability

on Apr 15, 2024
Thumbnail of an article about The crucial role of machine learning metadata and its influence on content embeddings

The crucial role of machine learning metadata and its influence on content embeddings

on Apr 9, 2024
Thumbnail of an article about Frontend security: API’s key risks and how to mitigate them

Frontend security: API’s key risks and how to mitigate them

on Apr 3, 2024
Thumbnail of an article about IIFE: a (wrongfully?) forgotten JavaScript pattern

IIFE: a (wrongfully?) forgotten JavaScript pattern

on Mar 28, 2024
Thumbnail of an article about Introducing SONiC-DASH for enhanced network programmability

Introducing SONiC-DASH for enhanced network programmability

on Apr 15, 2024
Thumbnail of an article about The crucial role of machine learning metadata and its influence on content embeddings

The crucial role of machine learning metadata and its influence on content embeddings

on Apr 9, 2024
Thumbnail of an article about Frontend security: API’s key risks and how to mitigate them

Frontend security: API’s key risks and how to mitigate them

on Apr 3, 2024
Thumbnail of an article about IIFE: a (wrongfully?) forgotten JavaScript pattern

IIFE: a (wrongfully?) forgotten JavaScript pattern

on Mar 28, 2024
Thumbnail of an article about Introducing SONiC-DASH for enhanced network programmability

Introducing SONiC-DASH for enhanced network programmability

on Apr 15, 2024
Thumbnail of an article about The crucial role of machine learning metadata and its influence on content embeddings

The crucial role of machine learning metadata and its influence on content embeddings

on Apr 9, 2024
Thumbnail of an article about Frontend security: API’s key risks and how to mitigate them

Frontend security: API’s key risks and how to mitigate them

on Apr 3, 2024
Thumbnail of an article about IIFE: a (wrongfully?) forgotten JavaScript pattern

IIFE: a (wrongfully?) forgotten JavaScript pattern

on Mar 28, 2024

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