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3
6G Network Automation: Self-Driving Networks & AI Explained (White Paper Pt. 6) -Urban Odyssey (odysee.com)
posted 15 hours ago by Thisisnotanexit 15 hours ago by Thisisnotanexit +5 / -2
6G Network Automation: Self-Driving Networks & AI Explained (White Paper Pt. 6)
Read the Full Substack Post & Download the Resources: https://theofficialurban.substack.com/p/6g-whitepaper-6
odysee.com
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– Zyxl 4 points 14 hours ago +4 / -0

Here's a link to the paper being discussed. At a glance it looks like the plan is to broaden coverage with drones and small satellites, use machine learning to improve data flow, use a different frequency band (THz) and use backscatter signals (like RFID tags) to save power. They say this can be used by the Internet of BioNanoThings (i.e., invisible smart dust that can affect your biology). It seems that backscatter signals could potentially enable devices to send data over 6G without batteries or a wall outlet, enabling them to spy on you without power.

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– Thisisnotanexit [S] 2 points 12 hours ago +3 / -1

Thanks for the paperlink and the break down

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– Zyxl 2 points 12 hours ago +3 / -1

You're welcome :) Thanks for making me aware of this information.

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– Thisisnotanexit [S] 2 points 12 hours ago +3 / -1

💯 it's great to have a new teammate in this fight!

u/#cheers

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– Zyxl 2 points 11 hours ago +3 / -1

Likewise. And whoever the third person is upvoting us both.

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– Thisisnotanexit [S] 1 point 11 hours ago +2 / -1

Ninja frens 🥷

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– Thisisnotanexit [S] 3 points 15 hours ago +3 / -0

(From 2020)

In 6G, human operators won't be able to keep up with the complexity of the network. Enter "Self-Driving Networks." In Part 6 of our 6G White Paper Breakdown, we explore Section 6: Network Automation.
This isn't just about simple scripts; it's about shifting from Software Defined Networking (SDN) to fully autonomous systems driven by AI and "Intents."

We break down the new terminology you need to know, from P4 programmable data planes to In-Band Telemetry. We also cover how Automated Service Decomposition uses deep learning to build network slices on the fly, and the challenges standing in the way of the "Holy Grail" of zero-touch automation.

Key Concepts Covered:

P4 & Programmable Data Planes: Moving beyond OpenFlow.
Intents: The difference between Imperative (Do X) and Declarative (Achieve Y) commands.
In-Band Telemetry: Using packets as active vessels for data collection.

Read the Full Substack Post & Download the Resources:
https://theofficialurban.substack.com/p/6g-whitepaper-6.

Previous Episode(s) Playlist: https://odysee.com/@UrbanOdyssey:b/6g-whitepaper:1

Words & Terms Imgur: https://imgur.com/a/key-terms-works-from-section-vi-on-network-automation-AHbiWzj

Urban's Notes on Programmable Metasurfaces: https://docs.urbanodyssey.xyz/biodigital-convergence/metasurfaces.html

VisorSurf: https://visorsurf.eu

Section IV Video: https://odysee.com/@UrbanOdyssey:b/6g-whitepaper-4:4?r=SeiWjpTeLvnadbdz5qFHGSRRzyZLzTJn&lid=1fef98eeea0722b03e339081b1b94f10bc528592

Dictionary & Tables: https://theofficialurban.substack.com/tables

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– Thisisnotanexit [S] 3 points 15 hours ago +3 / -0

Intents: The difference between Imperative (Do X) and Declarative (Achieve Y) commands.

u/CrazyRussian

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– CrazyRussian 3 points 11 hours ago +3 / -0

All that paper looks like additional presentation material for investors. Concentration of hypewords is very high without anything specific. Many cool worlds and fantasies without much sense. Stupid colored drawings, like for infants...

Just a simple example - in this paper "terahertz band so easy and so cool!". Actual terahertz band is a nightmare, because of multiple absorption bands in atmosphere and many other problems. F.e. article from same source (IEEE) https://spectrum.ieee.org/the-truth-about-terahertz , just to get the size of problem.

Even 5G FR2 band (25-70GHz) failed miserably. All useable windows in that band densely occupied by satellite communications for a long time, so 5G get only unuseable frequencies. In 2024 they even had to introduce completely new FR3 band (7-24GHz) as a replacement.

THz band will be much, much worse.

And so on.

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– Thisisnotanexit [S] 1 point 11 hours ago +2 / -1

I know THz is also bad and so is this, they are automating the prison planet.

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– CrazyRussian 2 points 11 hours ago +2 / -0

They do shit, except making themselves rich. Their masters will discard them, like garbage under press, when deadline come.

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– Thisisnotanexit [S] 1 point 11 hours ago +2 / -1

I would prefer you were right but I just don't think you are, I'm sure we'll keep talking about this.

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