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edge computing

2,572 papers

#edge computing Open access Sep 2026

Dioptra: An Ultra-Lightweight Geometry-Aware Architecture for Monocular Metric Depth on Edge Devices

Dense metric depth estimation from a single image is crucial for autonomous robotic navigation and spatial computing. However, recent foundation models increasingly rely on heavy vision transformers (>300 M parameters) and massive pre-training, making edge deployment on memory-constrained devices challenging. We presen...

Harryson Yumnam · 0 citations
#edge computing Open access Sep 2026

علم استطلاع القوات المسلحة الذكي

العنوان التقني للنظام: نظام أتمتة المراقبة والاستطلاع الميداني الموزع القائم على المعالجة اللامركزية والذكاء الاصطناعي التكيفي (Decentralized Autonomous Field Surveillance and Reconnaissance Automation System Based on Edge Processing and Adaptive Artificial Intelligence) 1. ملخص النظام (System Abstract): تتمثل البنية ا...

Abuelgasim abayzeed elsmaney ahmed Ahmed · 0 citations
#edge computing Open access Sep 2026

Analysis code and outputs: cryptocurrency designation reaches the addresses that moved the money, not the infrastructure that carries it

Code and analysis outputs supporting the manuscript. Every quantity reported in the paper is drawn from the JSON files in analysis/, each produced by a script in scripts/. The study uses three kinds of data: the complete on-chain USDT histories of the 490 addresses named in Israeli counter-terrorism seizure orders and...

Qian'ang Mao, Jiaxin Wang, Jiaqi Yan · 0 citations
#edge computing Open access Sep 2026

Edge Computing Based Wearable Cardiac Arrhythmia Detection System

Abstract - Cardiac arrhythmias remain a leading contributor to global cardiovascular mortality, and continuous monitoring outside the clinic has become central to early detection. This review examines the convergence of edge computing and the Internet of Things (IoT) in wearable electrocardiogram (ECG) systems for arrh...

Ravikiran B A, Chandana N E, Devika Nataraj et al. · 0 citations
#edge computing Open access Sep 2026

A Quantum Walk Across Biological Networks: A Demonstration on a 40-Qubit Superconducting Processor

A joint team from Algorithmiq and IBM Quantum has run a discrete-time quantum walk (DTQW) on complex networks drawn from protein-protein interaction (PPI) data, using 40 qubits of real quantum hardware. Rather than accept the extreme circuit depth demanded by conventional dense encodings, the researchers traded depth f...

inquantio · 0 citations
#edge computing Open access Sep 2026

One-Octonion Brane-Bulk Framework - Paper CCCLII: The S4 Permutohedron as a Positive Geometry — Exact Canonical Form, Facet Factorization, the Torsor Labeling of the Klein Quartic's 24 Heptagons, and a Candidate Scattering Polytope for the Matter Tetrahedron

The series identifies every Standard-Model interaction vertex with a Reidemeister move on knotted brane loops, and the path integral with a sum over Reidemeister sequences (Papers VIII, XII); the standing open item is the measure. This paper establishes the geometric half of a candidate answer; the physical half is sta...

Bharathi Jagadeesan · 0 citations
#edge computing Open access Sep 2026

Optimización del consumo energético en centros de datos mediante modelos de regresión múltiple basados en carga de procesamiento y métricas de red

Global digitalization has established data centers as critical infrastructure, yet their energy consumption is increasing disproportionately, posing significant sustainability challenges. The absence of physical measurement sensors in virtualized servers has driven the adoption of software-based predictive models. This...

Jaime David Camacho Castillo, Joel Geovanny Bonifaz Mendoza, Juan Sebastián Montesdeoca Guzñay et al. · 0 citations
#edge computing Open access Sep 2026

cellcheck

First public release. cellcheck reads the lattice parameters of a crystal structure and reports whether its unit cell satisfies the minimum-image convention for a given interaction cutoff, and if not, along which axis and by how much. What it does Computes true perpendicular widths (V / |a_j × a_k|), not edge lengths....

Adam H. Turner · 0 citations
#edge computing Open access Sep 2026

13MP MIPI CSI Camera Modules

CK Vision's 13MP MIPI CSI camera modules represent the pinnacle of high-resolution embedded imaging, combining optoelectronic precision with flexible hardware interfaces. Engineered to meet the technical excellence demanded by the ever-evolving field of machine vision, our 13.2 mp mipi camera module portfolio delivers...

chenkun · 0 citations
#edge computing Open access Sep 2026

cellcheck

First public release. cellcheck reads the lattice parameters of a crystal structure and reports whether its unit cell satisfies the minimum-image convention for a given interaction cutoff, and if not, along which axis and by how much. What it does Computes true perpendicular widths (V / |a_j × a_k|), not edge lengths....

Adam H. Turner · 0 citations
#edge computing Review Open access Sep 2026

GENERATIVE ARTIFICIAL INTELLIGENCE FOR SMART MANUFACTURING: FROM PROCESS OPTIMIZATION TO AUTONOMOUS INDUSTRIAL DECISION-MAKING

Smart manufacturing is undergoing a transformation due to the development of Generative Artificial Intelligence (GenAI), which introduces a new level of autonomy and data-driven decision-making in industrial settings. Unlike conventional prediction and classification type AI, GenAI can also be applied to develop optimi...

E. Fischer, Viktor Gulyás-Oldal, I. Gálóczi et al. · 0 citations
#edge computing Sep 2026

Physical reservoir computing using nonlinear heat conduction phenomena in alumina ceramic plates

Physical reservoir computing (PRC) has attracted considerable attention as a low-training-cost framework for edge computing. In this study, we propose a PRC system that uses nonlinear heat conduction in an alumina ceramic plate. In the proposed system, the input information is applied as heat, and the transient tempera...

Seita Umemoto, Yuki Matsunaga, Yasuaki Ikeda 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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