Be the first to know and get exclusive access to offers by signing up for our mailing list(s).

Subscribe

We ❤️ Open Source

A community education resource

What powers 400 Million terabytes of data every single day?

Learn Linux TV shows you how big data works, from Apache Kafka to Linux servers handling billions of requests.

We generate more data in two minutes than all of humanity created up to the year 2000, a staggering 400 million terabytes every single day. How do companies possibly keep up with that flood of information without drowning in it? In this video from Learn Linux TV, you’ll learn how big data transforms raw information into actionable insights using Linux and open source tools that power everything from your social media feed to your online shopping cart.

Jay breaks down big data from the ground up, explaining how it’s more than just massive amounts of information, it’s an entire ecosystem of pipelines, services, and infrastructure working together. The video covers key open source technologies like Apache Kafka for event streaming, Ceph for distributed storage, Apache Spark for lightning-fast data processing, and ClickHouse for real-time analytics. 

He highlights how Linux became the dominant platform for big data because of its scalability, reliability, and customizability. The video also walks through the three main deployment types (bare metal, public cloud, and private cloud) and explains how big data pipelines collect, organize, and analyze information in near real time, allowing businesses to scale alongside customer demand.

Key takeaways

  1. Big data is built on pipelines: These automated assembly lines collect raw data from multiple sources, organize it into usable formats, and store it for analysis, all while handling massive volumes reliably and efficiently.
  2. Linux and open source dominate the space: The vast majority of big data operations run on Linux because it scales exceptionally well and can be tuned for peak performance, with open source tools providing unmatched flexibility and control.
  3. Private clouds offer the best of both worlds: While bare metal is too inflexible and public clouds lack full control, private cloud deployments give you complete visibility and customization from the ground up.

Big data operates behind the scenes of nearly everything we do online, from streaming videos to ordering meals. Linux and open source software make it all possible by providing the foundation for pipelines that process information at incredible speeds. Whether you’re curious about the technology powering modern businesses or ready to build your own data lakehouse, understanding big data opens up a world where massive scale meets practical solutions. The digital ecosystem is vast, but with the right tools and knowledge, it’s absolutely manageable.

More from Learn Linux TV

About the Author

Learn Linux TV is Linux-focused company that provides Linux-related content and services, focusing on learning. Popular content includes tutorials, distribution reviews, complete guides, and more. The company has additional specialties in security, networking, storage, virtualization, cloud, and more.

Read Learn Linux TV's Full Bio

The opinions expressed on this website are those of each author, not of the author's employer or All Things Open/We Love Open Source.

Want to contribute your open source content?

Contribute to We ❤️ Open Source

Help educate our community by contributing a blog post, tutorial, or how-to.

We're hosting two world-class events in 2026!

Join us for All Things AI, March 23-24 and for All Things Open, October 18-20.

Open Source Meetups

We host some of the most active open source meetups in the U.S. Get more info and RSVP to an upcoming event.