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I regret building this $3000 Pi AI cluster

I ordered a set of 10 Compute Blades in April 2023 (two years ago), and they just arrived a few weeks ago. In that time Raspberry Pi upgraded the CM4 to a CM5, so I ordered a set of 10 16GB CM5 Lite modules for my blade cluster. That should give me 160 GB of total RAM to play with. This was the biggest Pi cluster I've built, and it set me back around $3,000, shipping included: There's another Pi-powered blade computer, the Xerxes Pi. It's smaller and cheaper, but it just wrapped up its own Kic

Microsoft fixes Windows Server bug causing cluster, VM issues

Microsoft has resolved a known issue that triggers Cluster service and VM restart issues after installing July's Windows Server 2019 security updates. The company acknowledged the bug in a private advisory seen by BleepingComputer three weeks ago and asked businesses to reach out for support to mitigate the cluster issues. As Redmond explained at the time, the Cluster service (a system component essential to cluster operation) may fail to function correctly after installing the KB5062557 updat

Hurricane Swarms Are a Thing We Have to Worry About Now

In early October 2024, hurricanes Milton, Kirk, and Leslie churned in the Atlantic Basin—the first time on record that three Atlantic hurricanes were simultaneously active after September, according to NOAA. New research warns that tropical cyclone “clusters” are becoming more common in this part of the world, compounding the hazards of hurricane season. Tropical cyclone clusters occur when two or more hurricanes are active within the same basin at the same time. The western North Pacific has h

I clustered four Framework Mainboards to test LLMs

Framework casually mentioned they were testing a mini-rack AI cluster in their Framework Desktop presentation back in March. Imagine my surprise when Nirav Patel, Framework's founder and CEO, was at Open Sauce a couple weeks ago, and wanted to talk! He said they had seen my Project Mini Rack posts earlier this year and thought it was the perfect application to try out their new AMD Ryzen AI Max+ 395-powered Mainboard, as it's mini ITX dimensions fit inside a 10" rack. Framework sent over four

Microsoft: Windows Server KB5062557 causes cluster, VM issues

Microsoft is asking businesses to reach out for support to mitigate a known issue causing Cluster service and VM restart issues after installing this month's Windows Server 2019 security updates. As the company explains in a private advisory seen by BleepingComputer, the Cluster service (a system component essential to cluster operation) might fail to function correctly after installing the KB5062557 update released on July 8th. The same bug is also causing some nodes to fail when attempting t

Meta CEO Zuckerberg says first AI data supercluster will come online in 2026

Meta CEO Mark Zuckerberg on Monday said he plans to invest "hundreds of billions of dollars" into artificial intelligence compute infrastructure, and that Meta plans to bring its first supercluster online next year. A supercluster is a large, complex computing network that's designed to train advanced AI models and handle their workloads. "Meta Superintelligence Labs will have industry-leading levels of compute and by far the greatest compute per researcher," Zuckerberg wrote in a Facebook pos

Aeron: Efficient reliable UDP unicast, UDP multicast, and IPC message transport

Aeron Efficient reliable UDP unicast, UDP multicast, and IPC message transport. Java, C, and C++ clients are available in this repository, and a .NET client is available. All clients can exchange messages across machines, or on the same machine via IPC, very efficiently. Message streams can be recorded by the Archive module to persistent storage for later, or real-time, replay. Aeron Cluster provides support for fault-tolerant services as replicated state machines based on the Raft consensus al

Show HN: I rewrote an outdated React Native map clustering library

RN Maps Clustering A modern, performant, and fully-typed map clustering library for React Native. Built on top of the battle-tested supercluster library, RN Maps Clustering provides a simple, declarative API for adding beautiful and efficient marker clustering to your react-native-maps components. ✨ Features High Performance: Leverages supercluster for lightning-fast clustering of thousands of points. Leverages for lightning-fast clustering of thousands of points. Fully Typed: Written entire

Tuesday Telescope: Webb and Hubble team up to reveal spectacular star clusters

Welcome to the Tuesday Telescope. There is a little too much darkness in this world and not enough light—a little too much pseudoscience and not enough science. We’ll let other publications offer you a daily horoscope. At Ars Technica, we’ll take a different route, finding inspiration from very real images of a universe that is filled with stars and wonder. Open clusters of stars—which consist of dozens up to a few thousand stars—are an interesting tool for astronomers to study the Universe. T

Jack Dorsey launches a WhatsApp messaging rival built on Bluetooth

Twitter CEO Jack Dorsey testifies during a remote video hearing held by subcommittees of the U.S. House of Representatives Energy and Commerce Committee on "Social Media's Role in Promoting Extremism and Misinformation" in Washington, March 25, 2021. Block CEO Jack Dorsey spent the weekend building Bitchat, a new decentralized, peer-to-peer messaging app that works entirely over Bluetooth mesh networks, with no internet, central servers, phone numbers or emails required. The Twitter co-founder

CarPlay Ultra hands-on reveals its standout best new feature

iOS 26 is one of CarPlay’s biggest updates in years, but we shouldn’t forget that Apple has another major CarPlay launch this year. CarPlay Ultra has officially arrived, and a hands-on published today identifies its strengths. Customization is the biggest strength of CarPlay Ultra Bradley Iger at The Verge got to spend some time with CarPlay Ultra in the Aston Martin DBX707. It’s currently one of the only vehicles that offers CarPlay Ultra—and it took years to get to this point. Aston Martin

Show HN: Octelium – FOSS Alternative to Teleport, Cloudflare, Tailscale, Ngrok

Octelium Table of Contents What is Octelium? Octelium is a free and open source, self-hosted, unified platform for zero trust resource access that is primarily meant to be a modern alternative to remote access VPNs and similar tools. It is built to be generic enough to not only operate as a zero-config remote access VPN (i.e. alternative to OpenVPN Access Server, Twingate, Tailscale, etc...), a ZTNA platform (i.e. alternative to Cloudflare Access, Teleport, Google BeyondCorp, etc...), a sca

In-Memory C++ Leap in Blockchain Analysis

Real-Time, Court-Admissible Crypto Intelligence at 1/400th the Cost of Inferior Legacy Systems The explosion of blockchain data isn’t just a challenge; it’s a crisis for conventional analytics. Financial institutions, investigators, and law enforcement agencies are hamstrung by tools that are too slow, expensive, and built on legacy database technologies incapable of keeping pace. Critical insights are missed, opportunities vanish, and illicit activities remain obscured by systems that offer on

KubeVPN: Revolutionizing Kubernetes Local Development

KubeVPN 中文 | English | Wiki KubeVPN offers a Cloud-Native Dev Environment that seamlessly connects to your Kubernetes cluster network. Gain access to the Kubernetes cluster network effortlessly using service names or Pod IP/Service IP. Facilitate the interception of inbound traffic from remote Kubernetes cluster services to your local PC through a service mesh and more. For instance, you have the flexibility to run your Kubernetes pod within a local Docker container, ensuring an identical en