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DADavid Aronchickdistributedthoughts.orgMay 5 · 6 min read

Why Single Machines (and Single Clusters) Are Not Enough: The Orchestration Mindset

The Orchestration Epiphany I joined the Kubernetes team in January 2015, and one of my first memories was a late-night chat with Tim Hockin. We were discussing the opportunity in front of us, and he told me about his first experience with Borg, Googl...

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DADavid Aronchickdistributedthoughts.orgMay 5 · 4 min read

From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute

From Kubeflow to Real-World ML: Why Data Locality Matters More Than Compute When my co-founders, Jeremy Lewi, Vishnu Kannan, and I started Kubeflow back in 2017, we were trying to solve what felt like the biggest problem in machine learning. Brillian...

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DADavid Aronchickdistributedthoughts.orgMay 5 · 10 min read

The History of Expanso: It's About the Network (It Always Has Been)

Welcome to our series on the history of Expanso. The Network is the Problem: How Expanso Began The first time the scope of the problem facing tech was super clear, I was at Protocol Labs. We had IPFS storing and serving data at exabyte scale. The sto...

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DADavid Aronchickdistributedthoughts.orgMay 5 · 12 min read

When in Doubt, Go Up: Orbital Data Centers and the Limits of Architectural Imagination

Two weeks ago, a company filed paperwork with the FCC requesting permission to launch up to one million satellites into low Earth orbit. Not communication satellites. Not GPS. Data center satellites. Solar-powered, laser-linked orbital compute nodes,...

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DADavid Aronchickdistributedthoughts.orgMay 5 · 7 min read

OpenClaw and the Architecture Nobody Noticed

This week, Sam Altman announced that Peter Steinberger, creator of OpenClaw, was joining OpenAI. The open-source project would move to an independent foundation. Meta had also bid. Both reportedly offered billions. Since then, the takes have been pre...

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#data-locality

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Trending tags this week

Why Single Machines (and Single Clusters) Are Not Enough: The Orchestration Mindset

From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute

The History of Expanso: It's About the Network (It Always Has Been)

When in Doubt, Go Up: Orbital Data Centers and the Limits of Architectural Imagination

OpenClaw and the Architecture Nobody Noticed