Read Real-world Insights: Anomaly Detection in Internet Traffic

Real-world Insights: Anomaly Detection in Internet Traffic

This article is written for individuals in data science or analytics roles who are familiar with terms such as confidence interval, databases, or workflows. It is aimed at those who need to implement anomaly detection techniques for various types of users with different needs. In this article, I will share my experience from working at trivago, with a specific focus on internet traffic. Rather than delving into the details of mathematical models (as there are already many well-covered articles on this topic), I aim to provide insights into real-world situations encompassing a wide range of business needs. These situations require tailored solutions to cater to different types of stakeholders.

Read Boosting design team efficiency: trivago’s Sketch to Figma Journey

Boosting design team efficiency: trivago’s Sketch to Figma Journey

Greetings! It’s remarkable how technology continually evolves and impacts the tools we use for creating and developing products. Figma has recently gained recognition as an excellent alternative to Sketch and Abstract, offering product teams a more collaborative and efficient design process. At trivago, our design team consists of passionate Figma admirers. While we acknowledge that each organization has unique needs and procedures, we found switching from Sketch to Figma a valuable overall experience. Figma is filled with collaborative and user-friendly tools for ideation and prototyping that sets it apart from its competitors.

Read Meet us at A New Dawn, IxDA20 in Milan, Italy

Meet us at A New Dawn, IxDA20 in Milan, Italy

At trivago we live diversity. We have 55 localised platforms and internally you can find talents from around 90 different nationalities all working towards providing a better experience to our customers. We are constantly evolving as we face organisational, societal and industrial challenges. That's why we identify a lot with this year's theme "A New Dawn", as we too explore the meaning and evolution of our approaches and practices. This year we have decided to support IxDA20 through sponsorship for the first time. It reflects our belief and increasing efforts to invest in Design and Research at trivago as we strive for an inclusive world.

Read How to Analyze SurveyMonkey Data in Python

How to Analyze SurveyMonkey Data in Python

As a user researcher, it is important to know more about our users and their preferences concerning our product. One way to do that is by conducting surveys.

In order to gather user feedback from our global markets, we need to conduct a survey with a slightly different set of questions/translations for different countries, and then analyze the results and compare if there is any difference across countries concerning user needs.

Read trivago just made filtering faster and more accessible, but why and how?

trivago just made filtering faster and more accessible, but why and how?

As we all adventure around this space that we call the Internet, consuming content is often on our minds. Naturally with the vast amount of data, filtering out what’s not interesting is a huge time saver. In order to help you find your ideal hotel at the best price, trivago’s filters are one of the best ways to do so. Sadly, some visitors couldn’t even access them due to poor accessibility and performance.

Read Accessibility at trivago

Accessibility at trivago

Accessibility is an important topic for anyone who builds things for the web, and one that is neglected far too often. We at trivago have also been guilty of this, but we are slowly making changes with the aim of improving the accessibility of our site. Identifying and implementing these changes has not been easy. We have faced a number of challenges along the way, and we continue to do so. But we are committed to improving our site so that anyone can access and use the service we provide, regardless of how they do so.

Read Cucable Maven plugin for parallel execution of Cucumber scenarios

Cucable Maven plugin for parallel execution of Cucumber scenarios

At trivago, we are using an in-house developed Selenium framework based on cucumber-jvm to run automated browser tests. As the test suite increased (the time exceeded 45 minutes for a full run), we were looking for ways to move away from sequential towards parallel execution. For Cucumber, there are actually not that many options available: