{"id":19919,"date":"2024-04-12T14:44:55","date_gmt":"2024-04-12T12:44:55","guid":{"rendered":"https:\/\/www.transparentedge.eu\/en\/blog\/"},"modified":"2025-07-08T15:16:03","modified_gmt":"2025-07-08T13:16:03","slug":"controlling-chaos","status":"publish","type":"post","link":"https:\/\/www.transparentedge.eu\/en\/blog\/controlling-chaos\/","title":{"rendered":"Controlling chaos: Automating reactions to web traffic anomalies"},"content":{"rendered":"\n

Today we’ll delve into the exciting world of turning chaos into order. We will explore how to detect and manage the traffic and requests made to your website.<\/p>\n\n\n\n

In the vast world of the internet, web traffic is the heartbeat that drives online activity. However, this flow doesn’t always follow a predictable pattern and can sometimes present anomalies that require attention.<\/p>\n\n\n\n

What exactly are these anomalies?<\/h3>\n\n\n\n

Web traffic anomalies are significant deviations from expected patterns of behavior. These deviations can manifest themselves in a variety of ways, such as a sudden spike in the number of visitors, a drastic drop in engagement, or abrupt changes in conversion rate.<\/p>\n\n\n\n

In analogy, we can equate these situations to being at a party where everything is going as planned until, unexpectedly, the number of visitors shoots up to stratospheric levels or plummets like Monday morning mood.<\/p>\n\n\n\n

To identify and address these anomalies, we turn to our specialized detection system. This system is like a digital watchdog, constantly monitoring web traffic and analyzing data in real time to identify unusual patterns that could indicate the presence of an anomaly.<\/p>\n\n\n\n

Features to react to anomalies<\/h3>\n\n\n\n

Responding quickly and effectively to the detection of an anomaly<\/a> is crucial to mitigate any negative impact on website performance.<\/p>\n\n\n\n

We have implemented the ability to configure automated responses to detected anomalies. This allows users to define specific actions that will be automatically triggered in response to different types of anomalies.<\/p>\n\n\n\n

Our system can respond in a variety of ways, from sending an \u201cAlert! Alert!<\/em>\u201d by email, to stronger measures. At the moment, the idea of \u200b\u200bcontacting INTERPOL is a stretch, but we do not rule out the possibility of developing more sophisticated responses in the future.<\/p>\n\n\n\n

Automating anomaly detection and response provides a number of benefits. It not only facilitates faster and more accurate identification of potential problems, but also frees up human resources by eliminating the need for manual intervention in each incident.<\/p>\n\n\n\n

For example, if a user sets up an IP blocking reaction, the moment a suspicious IP is detected, it is automatically added to a blacklist and its requests are blocked. It is a simple and effective process. In this way, we manage to reduce the risk of a possible DDoS attack<\/a>, ensuring the stability and security of the site.<\/p>\n\n\n\n

Implementing Reactions<\/h3>\n\n\n\n

In implementing these automated actions, we chose to create models for each new reaction. Each model contains a method called \u2018execute_reaction\u2019 in charge of executing the reaction.<\/p>\n\n\n\n