Here's a description of an early operation (which I think was actually on copper cables): https://en.wikipedia.org/wiki/Operation_Ivy_Bells
When I worked at Google, Snowden and others showed that it was likely the US NSA was spying on Google fiber outside of US, I believe the speculation was that they tapped lines around UK, possibly underwater. There's nothing quite like seeing a packet trace containing an RPC between a frontend and backend and being able to recognize the communicating services, collected by a third party. Google greatly sped up its RPC encryption project after that revelation.
Then I remember how far ahead the likes of the NSA and NRO are compared to what we're familiar with, and become rather less sure. The Orion satellites have 100m radio dishes, and were first launched in the 90s. Two Hubble-like telescopes were so old hat that they were donated to NASA in 2012. Considering that the NRO is so secrecy-oriented that its very existence was classified until 1992 (it went 11 years completely undetected, and leaked via a New York Times article in 1971 and an accidental entry in a budget report in 1973) and no mission since 1972 is declassified, this says a lot about how much further on they are.
Then again, if unattended taps were installed on cables, you'd also expect them to occasionally be found when lifting cables for repair. And they'd be so advanced that it might be worth lifting an entire cable to check for and acquire such a tap. Which means the tappers would think twice about putting one in, if they could then lose it.
<conspiracy theory> An advanced enough attacker would build their cable taps in such a way that they automatically dropped off when they detected the cable being lifted - and would probably result in suspected but not provable "damage caused by human activity" that has broken through the cable armouring and exposed the fibre bundle inside. Now I'm wondering if the Svalbard cable damage was a software bug in the cable tap device.
[0] https://fac.ksu.edu.sa/sites/default/files/06149809-Optical_...
The "Get pumped" section of this page has an almost ELI5 overview: https://hackaday.com/2023/08/08/under-the-sea-optical-repeat...
So, my guess is that a government's budget can enable sampling anything from "so much bandwidth". Regarding encryption, if you run the numbers, to brute force common encryption algorithms it would take Google's compute 1 second. Image all Google service have an outage for 1 second. Google is just an example to imagine the sizing required. In other words, technically possible. And shouldn't be dismissed with "oh, there is encryption, so that door is closed for any threat actor".
> Source: I worked on said analytical software.
That's not true at all.