Category: DNS and Big Data

Harnessing Machine Learning Applications on DNS Data in a Big Data Ecosystem

The Domain Name System (DNS) is fundamental to the operation of the internet, translating human-readable domain names into machine-readable IP addresses to facilitate communication across devices and networks. Beyond its primary function, DNS generates a vast amount of data, capturing information about user interactions, network traffic, and system behavior. This data is a rich resource…

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DNS Query Anomalies Detection and Analysis Using Big Data

The Domain Name System, or DNS, is a foundational component of the internet, enabling the translation of human-readable domain names into machine-readable IP addresses. Every online interaction, from visiting a website to sending an email, relies on DNS to function seamlessly. However, the ubiquitous and essential nature of DNS also makes it a prime target…

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DNS Caching Strategies for High-Traffic Data-Intensive Environments

The Domain Name System, or DNS, serves as the backbone of the internet by resolving human-readable domain names into machine-readable IP addresses. In high-traffic, data-intensive environments, where millions or even billions of DNS queries are generated daily, the performance and reliability of DNS infrastructure are critical. DNS caching is one of the most effective techniques…

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DNS Resilience Mitigating DDoS Attacks with Big Data Monitoring

The Domain Name System, or DNS, is a critical component of the internet, enabling seamless communication by translating human-readable domain names into machine-readable IP addresses. However, its fundamental role also makes DNS a frequent target for Distributed Denial of Service (DDoS) attacks, where attackers overwhelm DNS servers with an immense volume of malicious traffic, rendering…

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DNS Filtering at Scale Managing Malicious Domains with Big Data

The Domain Name System, or DNS, serves as the backbone of internet functionality, translating domain names into IP addresses to connect users with websites, applications, and services. However, this essential system is frequently exploited by cybercriminals who use it to facilitate malicious activities such as phishing, malware distribution, command-and-control communication, and data exfiltration. To combat…

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