QRES: Neural Swarm Operating System
Abstract
QRES is a decentralized operating system for edge AI swarms. It replaces state shipping with deterministic rematerialization, uses coordinate-wise trimmed mean aggregation for adversarial resilience, and employs BFP-16 arithmetic for precision on constrained hardware.
Fields of Study & Subjects
IoT and Edge/Fog Computing
Distributed Control Multi-Agent Systems
Modular Robots and Swarm Intelligence
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 1 February 2026