Thursday, July 12, 2018

[Links of the Day] 12/07/2018 : MIT Career Handbook , Visual Introduction to Machine learning, Mysql HA @ github

  • MIT Career Development Handbook : Really well-made handbook on career development by MIT. 
  • Visual Introduction to Machine Learning : this is a really intuitive introduction to machine learning with great visual. Making the whole process a breeze to understand the underpinning principles of machine learning. 
  • Github Mysql HA : How GitHub make it's Mysql highly available. There are many alternatives out there such as Galera. But Github decided to go its own way. My guess is that their scale requires specific characteristics that Galera and Al. can't deliver.

Tuesday, July 10, 2018

[Links of the Day] 10/07/2018 : Exploring the ARPA model, Standalone Dockerfile and OCI image builder, Log based Transactional graph engine

  • ARPA Model : why it has been good and still is to some extent. Interesting paper to read. 
  • img : Standalone, daemon-less, unprivileged Dockerfile and OCI compatible container image builder. If you want to safely build docker image in k8s or other environment but don't want a full docker setup. This is the tool for you. [blog]
  • LemonGraph : Log-based transactional graph engine by NSA. Graph DBs are slowly percolating through the industry as a valuable tool to map connection between entities. And it's not surprising that Intelligence agency uses them. 

Thursday, July 05, 2018

[Links of the Day] 05/07/2018 : Architecture of Open Source applications, Awesome CI , Searching for secrets in Git history

  • Architecture of Open Source Applications : this is a fantastic set of books that go over the architecture of open sources application. From how programmers solve interesting problems in 500 lines of code (or less) to performance and architecture of open source project.
  • Awesome-ci : awesome list of CI related articles, paper and tools. 
  • gitleaks : a useful tool that searches your git repo history for secrets and keys.. Sanitize all the things !

Tuesday, July 03, 2018

[Links of the day] 03/07/2018 : Information Theory introduction, Deep Reinforcement learning doesn't work (yet), Rust based Unikernel

  • A Mini-Introduction To Information Theory : a Cool introduction to the concept. Nice and succinct. 
  • Deep Reinforcement Learning Doesn't Work Yet : There is a lot of buzzes around using machine learning for health care. In the UK the prime minister just announced a massive program to leverage AI to help the NHS tackle cancer and other ailments. However, as this paper suggest. We are a very long way from having a practical solution. And I feel that there is a little bit too much hype and with that fund diverted from solutions that will actually benefit the overstretched health care system now. I do not say that ML will not work, just that there is better spending than throwing IT stuff at it.
  • A Rust-based Unikernel : love unikernel tech .. and now we have a nice Rust