Parallel Computing
3 articles on Parallel Computing from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
Preventing Missed Matches in Parallel Web Worker Text Search
Parallel text search silently misses matches at the boundary between chunks. We fixed it, used in every Newcastle document-processing engagement we ship.
16 min read·2026-04-13
Zero-Copy Parallel Processing with SharedArrayBuffer in JavaScript
Zero-copy parallel AI compute in a browser, using every CPU core. How Newcastle SMBs get server-grade performance on standard laptops.
15 min read·2026-04-08
Mitigating Atomic Contention in Parallel Browser Environments
When thousands of GPU threads compete for the same atomic memory address, throughput collapses non-linearly. Our engine profiles expected output density and assigns a categorical penalty of negative infinity when contention exceeds safe thresholds, routing to CPU before the GPU stalls.
13 min read·2026-04-08
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