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SICP: The only computer science book worth reading twice? (2010)

(simondobson.org)
460 points pieterr | 2 comments | 16 Nov 24 17:23 UTC | HN request time: 0s | source
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__turbobrew__ ◴[16 Nov 24 20:40 UTC] No.42159121[source]▶
It’s interesting, SICP and other many other “classic” texts talk about designing programs, but these days I think the much more important skill is designing systems.

I don’t know if distributed systems is consider part of “Computer Science” but it is a much more common problem that I see needs to be solved.

I try to write systems in the simplest way possible and then use observability tools to figure out where the design is deficient and then maybe I will pull out a data structure or some other “computer sciency” thing to solve that problem. It turns out that big O notation and runtime complexity doesn’t matter the majority of the time and you can solve most problems with arrays and fast CPUs. And even when you have runtime problems you should profile the program to find the hot spots.

What computer science doesn’t teach you is how memory caching works in CPUs. Your fancy graph algorithm may have good runtime complexity but it completely hoses the CPU cache and you may have been able to go faster with an array with good cache usage.

The much more common problems I have is how to deal with fault tolerance, correctness in distributed locks and queues, and system scalability.

Maybe I am just biased because I have a computer/electrical engineering background.

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soegaard ◴[16 Nov 24 21:22 UTC] No.42159469[source]▶
Have you seen

"Software Design for Flexibility: How to Avoid Programming Yourself into a Corner" by Chris Hanson and Gerald Jay Sussman

It's from 2021.

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pipes ◴[16 Nov 24 21:27 UTC] No.42159520[source]▶
I hadn't, that looks excellent.
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ralphc ◴[17 Nov 24 00:36 UTC] No.42160904[source]▶
IMO it's not excellent. It's not like SICP, it's obtuse for no reason, I find it a hard slog. Flexibility is good but it seems to try to make every bit of your program flexibile and pluggable and you just need to do something eventually.

My opinion, I'd welcome others on the book; there was a small splash when it came out but not much discussion since.

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1. maroonblazer ◴[17 Nov 24 01:10 UTC] No.42161100[source]▶
Is there another book you'd recommend - more recent than SICP - for how to avoid programming yourself into a corner?
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2. ralphc ◴[17 Nov 24 02:27 UTC] No.42161502[source]▶
I don't know about books, but I think the best approach is functional programming in a dynamic language. That could be because I'm currently an Elixir fanboy, but I think Lisps, especially Scheme or Clojure, or a functional-restricted approach in JavaScript could do it as well. I agree with parent comment that it's better to keep things as simple as possible and make the changes when necessary vs. building in all the flexibility in the beginning.