Very nice read to get a better understanding on how basic #cs algos like #bloomfilters and #deltaencoding work when applied in practice, as well as an intro to information theory (f.e. how are the propability of an event and the amount of information it carries are related)...

"How #Unix Spell Ran in 64kB RAM
How do you fit a dictionary in 64kb RAM? Unix engineers solved it with clever data structures and compression tricks."

https://blog.codingconfessions.com/p/how-unix-spell-ran-in-64kb-ram

How Unix Spell Ran in 64kB RAM

How do you fit a dictionary in 64kb RAM? Unix engineers solved it with clever data structures and compression tricks. Here's the fascinating story behind it.

Confessions of a Code Addict
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Time-series compression algorithms, explained

Delta-delta encoding, Simple-8b, XOR-based compression, and more - these algorithms aren't magic, but combined they can save over 90% of storage costs and speed up queries. Here’s how they work.

Timescale Blog