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edge computing

2,981 papers

#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
#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

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

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...

Yasuaki Ikeda, Seita Umemoto, Jun Hirotani et al. · 0 citations
#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

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

zidstats: two-sample testing, ranking, and distributional diagnostics

zidstats 0.2.2 This performance release preserves the public API and statistical definitions of zidstats 0.2.1. Vectorizes the common no-tie RISE graph construction while retaining the label-invariant tie-averaged extension. Computes permutation within-sample sums in batches and reuses internally validated pair-weight...

Hao Chen · 0 citations
#edge computing Open access Sep 2026

Theoretical instability strips of γ-Doradus stars including the effect of the metallicity and rotation

Recent space missions such as have provided large-scale observations of the γ-Doradus instability strips (IS), which can be used to constrain models and explore their limitations. One persistent limitation is the prediction of the blue edge of the γ-Doradus IS, where a significant number of γ-Doradus stars are observed...

L. Fellay, M. Dupret · 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

Topology and Minimal Group Representation of the Classical Dual Sector of Quantum Theory

In this paper we compute and analyze the geometrical and topological changes in quantum physics within the new framework of our recent work [APL Quantum 2, 016104 (2025)] on Classicalization. Thus, the results of our paper here are twofold: Topology, geometry and Classicalization and the relationship between them. With...

D. Cirilo-Lombardo, Norma G. Sanchez · 0 citations
#reinforcement learning Open access Sep 2026

CoSIPR: Shared Service Orchestration with Dynamic Interest Coalitions in Edge Computing

Experiments show that CoSIPR improves service-category matching, request satisfaction, and the average number of accepted requests per instance, and reduces aggregate state-transfer cost and limits hotspot exposure while maintaining a controlled trade-off between end-to-end delay and state-transfer cost.

Meng-Xuan Dai, Xuan Chen, Ling Yang et al. · 0 citations

From tech blogs

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Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

MIT News · Artificial Intelligence Oct 28, 2026

Making machines that can listen

Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.

Microsoft Research Blog Oct 21, 2026

Solving a 31-year-old grand challenge in mathematics – the KLS conjecture

For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…

MIT News · Artificial Intelligence Oct 15, 2026

AI model decodes the language cells use to communicate

A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.

Microsoft Research Blog Oct 15, 2026

Proof-based general-purpose computing with Magnetar

Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.

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