# The Physics of Cloud Egress | Edge Compute and the Cost of Empty Data

Page: https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-physics-of-cloud-egress-edge-compute-and-the-cost-of-empty-data
Text version: https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128/the-physics-of-cloud-egress-edge-compute-and-the-cost-of-empty-data.md
Podcast: [Advances and Innovations in Actuation Systems](https://stenobird.com/podcast/advances-and-innovations-in-actuation-systems-7727128)
Published: 2026-06-22T12:35:53+00:00
Episode link: https://podcasters.spotify.com/pod/show/prasad-bhonde6/episodes/The-Physics-of-Cloud-Egress--Edge-Compute-and-the-Cost-of-Empty-Data-e3l4bp0
Audio file: https://anchor.fm/s/101c20a2c/podcast/play/121826528/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-22%2Fa45977b3-f5d6-79fe-5b07-29ba78cdb42e.m4a
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JSON: https://stenobird.com/v1/public/podcasts/advances-and-innovations-in-actuation-systems-7727128/episodes/the-physics-of-cloud-egress-edge-compute-and-the-cost-of-empty-data
Duration seconds: 1849

## Resource

The Physics of Cloud Egress | Edge Compute and the Cost of Empty Data The Bandwidth Bloat Problem in Manufacturing | The Mathematics of Edge-Inference Filtering ------------------------------------------ The Bandwidth Bloat Problem. Edge-inference nodes cut factory cloud bills by 99%. ------------------------------------------ We examine the mathematics of local machine learning and the capital waste of continuous 4K video streaming. ------------------------------------------ Stay Tuned… Regards, Top Voice Maido & Kon'nichiwa min'na! 👶🏻🧑🏻‍🦱👩🏻‍🦳 Wie Geht's guys? Mir geht's gut!!! ✌️🤘🙌 #EdgeComputing #ManufacturingTech #Manufacturing #EdgeAI #CloudComputing #DeepTech #IndustrialAutomation

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