Anthony Scott, PhD

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Resolved: High Idle CPU Usage Bug in k3s - A Milestone for Stability

Resolved: High Idle CPU Usage Bug in k3s - A Milestone for Stability

Today, I bring good news - it seems like this long-standing bug has finally met its match. No longer does my k3s VM display run-away CPU usage

K3s CPU Usage Bug Still Plaguing the Project

K3s CPU Usage Bug Still Plaguing the Project

K3s is plagued by a CPU usage bug that the project can't seem to shake.

Idle CPU usage of k3s is high and continuously increases over time

Idle CPU usage of k3s is high and continuously increases over time

Over time I have regularly noticed resource usage slowly creeps up and up until this idle cluster is using obnoxiously high levels of CPU.

Setting up a k3s Kubernetes cluster on Proxmox virtual machines with MetalLB

Setting up a k3s Kubernetes cluster on Proxmox virtual machines with MetalLB

What I do have is a machine in my closet running Proxmox VE, and there is absolutely no reason I cannot create a cluster using virtual machines within it. But I struggled to find a single guide that led me through this process in the way I wanted to do it. So here is that guide.

Rescuing a 12TB RAID5 array from the brink of disaster

Rescuing a 12TB RAID5 array from the brink of disaster

I rebooted the system and mdadm was reporting one drive was missing. Weird. It was just working 10 seconds ago. I know it's good. It has served faithfully for a few thousand hours so far. It just passed all of its SMART tests yesterday. This drive has not failed. Why did it disappear from my array?

A gentle introduction to parallel programming in Python

A gentle introduction to parallel programming in Python

Python, be default, will only ever utilize a single CPU core at a time. All instructions in your code are run one at a time, in serial, on one core of your CPU. This leaves all of the other cores sitting there doing nothing.

Downloading large amounts of Reddit data

Downloading large amounts of Reddit data

I really want to start learning more NPL. But to do that I first needed to get large amounts of text data. Here are some quick and easy ways to get large amounts of text data from the internet, including Google Big Query

Simulating the Monty Hall problem

Simulating the Monty Hall problem

Simple simulation of the famous Monty Hall problem shows the option you should pick on a game show. Inspired by an episode of Brooklyn Nine-Nine. Was Any Santiago correct?

The world-wide rise of obesity

The world-wide rise of obesity

The entire world is currently experiencing an obesity epidemic. This map shows world-wide obesity rates from 1975-2016

Creating a PubMed, scientific literature recommendation engine

Creating a PubMed, scientific literature recommendation engine

How I created a PubMed scientific literature recommendation engine using over 4 million paper abstracts downloaded from PubMed.

Deploying JupyterHub on a multi-user CentOS server

Deploying JupyterHub on a multi-user CentOS server

I describe how I setup JupyterHub in a multi-user, Linux environment.

Predicting Comcast Xfinity Internet Outages

Predicting Comcast Xfinity Internet Outages

My home internet disconnected every day, multiple times per day. I noticed a pattern in the outages. Here is how I collected and used data to prove it.

Super blood wolf moon

Super blood wolf moon

The super blood wolf moon was last night. Here are a few of the top shots from my older Canon camera.

Does this place look a little empty?

Does this place look a little empty?

This is the new version of my personal website. I just migrated from WordPress to a different CMS system.