28 May 2021
I got rid of my AT&T router a few days back and managed to have a Mikrotik router hAP ac² as an alternative. One benefit of using a mikrotik router, specifically, its RouterOS, is the customizability to add cool features to my home network. I have very slow traffic when using the AT&T home network when visiting some websites, e.g., weibo, so I want to route them via a VPN running on oracle cloud.
23 May 2021
Some of my services are too light that I don’t want to run them endlessly on my beefy home server. One reason is that I want better availability and clearly it’s hard (a better word probably is expensive) to achieve that in my current set up. So I decided to go for the Cloud, after all… I was a cloud TA!
28 Aug 2020
I have been using docker containers for a while and quite amazed by its simplicity and power. Someday in the previous week when I was migrating/re-deploying my pleroma instance from my SurfaceGo ubuntu machine to my home lab, I found I need more private repos on docker hub. Docker hub by default only provides 1 private repo for normal users, which is clearly not what I want. So I decided to build my own docker registry and deploy it as a service in my home lab machine.
28 Aug 2020
MLOps is an ML engineering culture and practice that aims at unifying ML system development (Dev) and ML system operations (Ops).
MLOps is the natural progression of DevOps in the context of AI… and emphasizes consistent and smooth development of models and their scalability.
In simple words, MLOps refers to applying DevOps principles to ML systems.
19 Aug 2020
I have been using Jekyll for my homepage site generation for months and I’m happy with it. Usually my workflow for posting a new page involves: