Cloud vs Local Video Upscaling: 8GB+ GPU VRAM — Local or Cloud?

Cloud vs local video upscaling on 8GB+ GPU VRAM: run 1080p source footage locally, use cloud for 4K+ or memory-heavy temporal models today. Independent technical note mirroring the canonical version: https://aivideoupscale.com/blog/cloud-vs-local-video-upscaling-8gb-gpu-vram-local-or-cloud.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-05
DOI
https://doi.org/10.5281/zenodo.23976277
Primary Topic
Advanced Image Processing Techniques
Type
preprint
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preprint

Cloud vs Local Video Upscaling: 8GB+ GPU VRAM — Local or Cloud?

Abigail Foster
Zenodo (CERN European Organization for Nuclear Research)
Advanced Image Processing Techniques
preprint

Cloud vs Local Video Upscaling: 8GB+ GPU VRAM — Local or Cloud?

Abigail Foster
preprint en

Abstract

Cloud vs local video upscaling on 8GB+ GPU VRAM: run 1080p source footage locally, use cloud for 4K+ or memory-heavy temporal models today. Independent technical note mirroring the canonical version: https://aivideoupscale.com/blog/cloud-vs-local-video-upscaling-8gb-gpu-vram-local-or-cloud.php

Zenodo (CERN European Organization for Nuclear Research)
Advanced Image Processing Techniques
DOIOpen Access PDFOpenAlex
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Cloud vs Local Video Upscaling: 8GB+ GPU VRAM — Local or Cloud? — Abigail Foster · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS