3 ms·
How prescient is the "Hidden Technical Debt" [1] paper from ~8 yrs ago compared to this? See the top of pg4 for a figure that I've personally found to be useful
by mikehollinger 3y ago
How prescient is the "Hidden Technical Debt" [1] paper from ~8 yrs ago compared to this? See the top of pg4 for a figure that I've personally found to be useful in explaining all the stuff necessary to put together a reasonable app using ML/DL stuff (up until today, anyway).
I see all the same bits called out:
- Data collection
- Machine /resource management
- Serving
- Monitoring
- Analysis
- Process mgt
- Data verification
There's some new concepts that aren't quite captured in the original paper like the "playground" though.
I've kind of been expecting a follow-up that shows an update to that original paper.
[1] https://proceedings.neurips.cc/paper_files/paper/2015/file/86df7dcfd896fcaf2674f757a2463eba-Paper.pdf https://proceedings.neurips.cc/paper_files/paper/2015/file/8...