Skip to content
#edge computing Open access

THE ODYSSEUS ENGINE: A ZERO-DATA, DECENTRALIZED COGNITIVE EDGE OPERATING SYSTEM FOR P2P DESKTOP SUPERCOMPUTING

Sep 2026 · Zenodo (CERN European Organization for Nuclear Research)

Abstract

ABSTRACTModern high-performance computing (HPC) and artificial intelligence infrastructures are fundamentally bottlenecked by cloud dependency, incurring immense computational costs and violating data privacy in mission-critical sectors. This paper introduces the Odysseus Engine, a decentralized cognitive edge operating system that transforms idle local hardware into a "Desktop Supercomputer" capable of executing between 70 Million to over 7 Billion operations per second natively. By enforcing an absolute "Zero-Data" physical constraint, the engine operates completely air-gapped within browser-based Web Workers. The system orchestrates five specialized autonomous agents via a proprietary Evolutionary Abstract Syntax Tree (AST) core, utilizing WebRTC Peer-to-Peer (P2P) Swarm intelligence and Conflict-free Replicated Data Type (CRDT) memory synchronization. This architecture enables continuous, autonomous structural logic mutation and Monte Carlo simulations without external API reliance or centralized database synchronization.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54

Related blog posts

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

Microsoft Research Blog Aug 31, 2026

GigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models

What if pathology foundation models could do more with less? GigaPath-Flash and GigaTIME-Flash cut computational demands while maintaining strong performance, opening the door to larger studies and broader exploration. The post GigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.