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edge computing

2,492 papers

#edge computing Open access Sep 2026

A PTAS for triangle-free 2-matching

Abstract In the Triangle-Free (Simple) 2-Matching problem we are given an undirected graph $$G=(V,E)$$ G = ( V , E ) . Our goal is to compute a maximum-cardinality $$M\subseteq E$$ M ⊆ E satisfying the following properties: (1) at most two edges of M are incident on each node (i.e., M is a 2-matching) and (2) M does no...

Miguel Bosch-Calvo, Fabrizio Grandoni, Afrouz Jabal Ameli · 0 citations
#federated learning Review Open access Sep 2026

Decision-centered wearable biosensors for personalized rehabilitation: integrating multimodal monitoring, artificial intelligence, and closed-loop intervention

Personalized rehabilitation requires repeated assessment of movement, physiological tolerance, fatigue, and adherence, yet conventional clinic-based measurements provide only intermittent snapshots. The convergence of wearable biosensors with artificial intelligence, edge-cloud computing, and connected data infrastruct...

Fu-Jin Jia, Xin-Zhu Li, Hui Song et al. · 0 citations
#edge computing Dataset Open access Sep 2026

Edge‑Based Dataset of Irradiance and Temperature on Urban Building Roof and Facade Surfaces

This dataset contains high‑resolution measurements of solar irradiance and ambient temperature collected on roof (horizontal plane, I1/T1) and facade (vertical plane, I2/T2) surfaces of an urban university building in Medellín, Colombia. The monitoring system was implemented using an edge computing device that enabled...

Bonie Restrepo, Jhon Montano, Juan David Navarro Restrepo et al. · 0 citations
#edge computing Open access Sep 2026

Graph_PE: An Advanced Standalone Application for Preprocessing, Multi-Component Peak Fitting, and Quantitative Defect/Strain Analysis of PECVD Graphene Raman Spectra (Version 2.0 Enterprise Edition)

Graph_PE (PECVD Graphene Raman Analyzer) is an advanced, publication-grade scientific desktop application engineered for the automated preprocessing, multi-component peak deconvolution, and quantitative structural evaluation of Raman spectra from Plasma-Enhanced Chemical Vapor Deposition (PECVD) graphene, functionalize...

Algirdas Lazauskas · 0 citations
#edge computing Open access Sep 2026

The Ceiling and the Descent

The Ceiling and the Descent Identification repeats: the residual programme inverted, with a third order, a persistence module over declared relations, and what the descent counts Driven by Dean A. Kulik September 2026 What this is, and what changed This is not a theorem paper. It proves nothing and is separable from ev...

Dean Kulik · 0 citations
#edge computing Open access Sep 2026

Comparative Analysis of Safety and Security of C and Rust on Raspberry Pi Systems

This research presents a comparative analysis of the safety and security characteristics of C and Rust on Raspberry Pi systems. Using a Raspberry Pi 3 Model B+ running a 64-bit Linux environment, the study evaluates how both programming languages behave under controlled test cases involving common software vulnerabilit...

Gio Rivera · 0 citations
#edge computing Open access Sep 2026

Mandelbrot Fractal Neural Synthesis: Zero-Storage Procedural Weight Derivation and Non-Linear Decision Boundaries

Mandelbrot Fractal Neural Synthesis: Zero-Storage Procedural Weight Derivation and Non-Linear Decision Boundaries What's New in Version 2.0 (Major Revision & Q1 Readiness) Systems Trade-Off Framing: Reframed the central research question from raw parameter fitting to fundamental systems architecture: trading determinis...

Volkan Dağlı, Zerrin Dağlı, Daghan Dagli · 0 citations
#edge computing Open access Sep 2026

The Obsolescence of Matter: "It from Bit", Occam's Razor, and Reality as a Pure Data Structure

Paper 91 does not claim that the full continuum theory, the exact constants of nature, or a complete derivation of the Standard Model have been achieved, and it is not a new experiment. It shows, from the verified benchmark corpus, that (a) the continuum never appears in the data — the substrate's measured geometry is...

Yaniv Cohen · 0 citations
#edge computing Open access Sep 2026

Leveraging Quantum Computing For Enhanced Cybersecurity: A Double-Edged Sword For Cybersecurity And Data Protection

Quantum computing revolutionizes cybersecurity as both a potent defensive shield and an existential offensive threat to India’s digital sovereignty, imperilling Aadhaar, UPI, Digital India, and critical information infrastructure reliant on classical encryption. This analysis scrutinises its double-edged impact on nati...

Damaraju Praveena, Dr.Sipala Siva Kumar · 0 citations
#edge computing Open access Sep 2026

SOLAS 3.0: 2026-2035: Science Plan and Organisation

Over the last two decades, the Surface Ocean-Lower Atmosphere Study (SOLAS) has created and sustained international scientific collaborations that have discovered, verified, and quantified the ocean-atmosphere connections critical to controlling the marine biogeochemical cycles that regulate climate and global change....

Li Li, Christa Marandino, William L. Miller et al. · 0 citations

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Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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