I can’t believe I haven’t posted any Friday Blast in 2020 yet! It’s been a bit of a hectic start of the year, but I’ve definitely done some reading. Time to give back!
Give me back my monolith (2019) - a plea for simple architectures. Monoliths might not be “sexy”, but they’re definitely the right tool up until a team grows big enough and experienced enough in DevOps to properly handle microservices, streaming architectures, etc.
Managing Uber’s data workflows at scale (2019) - every company of a certain size starts having data analysis jobs, ETL jobs, reporting scripts, etc. running along-side their regular services. Once you get enough of these, you start to see the need to organise their execution. This is where workflow services come in. Apache Airflow is a good example of an Open Source tool like this. Here is Uber’s, designed for much bigger scale, and “as a service” to boot.
Don’t believe these 5 myths about the big bang (2020) - turns out the little I thought I knew was wrong.
Design principles for mathematical engineering in experimentation platform at Netflix (2019) - Netflix has quite the big team working on their experiments platform - enough to justify a Director overseeing it! It also turns out they have a lot of custom made stats code - linear algebra, regressions, etc. Interesting that they don’t use the primitives offered by Python and R for this.
Make resilient Go net/http servers using timeouts, deadlines and context cancellation (2020) - this is another one in a series about structured concurrency (checkout previous Friday Blasts for some links). This time in Go, and covering timeouts, deadlines (which are different from timeouts, and act like “global timeouts” sort-of), and contexts passed around services.
Walking with atoms - chemical bond making and breaking in action (2020) - this is a neat video of a molecule “walking” in a crystal lattice, and how the bonds between the atoms form and break.