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When Your Data Starts to Weigh You Down

By Eli Lahr, Senior Solutions Engineer, Leaseweb USA 

Let's be real, data isn't just growing, it's multiplying. Every click, customer interaction, app, and connected device adds more to the pile. And while that data is packed with potential, it also brings a problem a lot of people aren't talking about enough: data gravity. 

Sounds heavy, right? That's because it is. 

What Is Data Gravity, Really? 

Back in 2010, a guy named Dave McCrory coined the term "data gravity," and the metaphor has only gotten more real since. Picture this: the more data you have, the more it pulls in everything around it, apps, services, analytics, you name it. Just like a planet pulling in moons. 

And, moving that data, or the systems tied to it, once that gravity kicks in, becomes really, really tough. It's like building your dream house, but on someone else's land. Sure, it works great for now, but try leaving and suddenly the walls are caving in. 

Why It Matters for Cloud Strategy 

Here's where things get tricky. The more your data grows inside one cloud platform, the more sense it makes, on paper, to keep everything there. It's easier, faster, and more seamless... until it's not. 

Suddenly, you're dealing with sluggish performance because your data is scattered. Or you're staring down a migration that costs a fortune and takes months. Or worse, you're stuck with one cloud provider because pulling out would be so disruptive, it's not even worth trying.

This is the trap. Vendor lock-in. Latency issues. Bottlenecks. All because your data got comfortable where it landed. 

So, What Can You Actually Do About It? 

You can fight back, smartly. Here are a few strategies that help ease the grip of data gravity: 

  • Treat your data like a living thing. Just because it's always been there, don't let it sit there. Use data lifecycle management to decide what stays, what moves, and what gets archived. Not all data deserves prime real estate.
  • Think local. Edge computing lets you process data close to where it's created. So, that means less lag, less cloud traffic, and better performance. You don't need to send everything to the cloud if you can get the job done on-site.
  • Break up with the one-cloud mindset. A hybrid or multi-cloud approach spreads your risk, boosts resilience, and keeps your negotiating power intact. It's like having a few different gyms you can work out at-if one's closed, your gains don't suffer.

The Road Ahead 

I am not telling you anything you don't already know, when I say, the amount of data we're generating isn't slowing down any time soon. If anything, it's speeding up. So, the challenge isn't just managing all that data, it's making sure it doesn't manage you. 

The good news? You don't need a crystal ball, just some flexibility. Keep an eye on emerging tools like AI-powered data management and decentralized storage. Stay agile. Keep your options open. 

Because at the end of the day, data should move your business forward, not weigh it down.

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ABOUT THE AUTHOR

Eli-Lahr 

Eli Lahr is a Senior Solutions Engineer at Leaseweb USA (https://www.leaseweb.com/), specializing in advanced cloud solutions. With extensive experience in configuration engineering, Eli excels in optimizing infrastructure for diverse organizational needs. He is committed to providing flexible consumption options, ensuring efficient and scalable solutions for both large enterprises and smaller businesses.

Published Friday, June 20, 2025 9:15 AM by David Marshall
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