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edge computing

2,919 papers

#edge computing Open access Sep 2026

A self-powered and self-sensing multi-joint wearable energy harvester with lightweight edge-deployable CNN for real-time lower-limb kinematics and motion mode recognition

With the global aging population, continuous monitoring of daily activities is increasingly important for rehabilitation and health assessment. However, conventional wearable devices are plagued by insufficient energy self-sufficiency, limiting their practical application in long-term activity monitoring. In this work,...

Weiqi Lin, Moyue Cong, Wei Dong et al. · 0 citations
#edge computing Open access Sep 2026

GAN-Assisted joint computation-communication slice orchestration for 5 G/6 G cloud-edge networks

Network slicing and multi-access edge computing (MEC) require coordinated bandwidth and edge-computing allocation under bursty demand. This paper presents Generative Adversarial Network (GAN)-assisted Joint Computation-Communication Slice Orchestration (GAN-JCSO), which combines conditional demand sampling with queue c...

Yuanhe Qiu, Xihui Zhang · 0 citations
#edge computing Book Sep 2026

A Survey of Fault Tolerance Techniques in Distributed Computing Environments

Distributed computing platforms underpin modern cloud services, edge computing deployments, and high-performance computing systems. As these systems scale and become increasingly heterogeneous, failures such as hardware faults, software defects, network partitions, and transient errors become unavoidable. Fault toleran...

Dharmendra Kumar Tripathi, Manoj Kumar Niranjan, Yashawant Pathak et al. · 0 citations
#edge computing Open access Sep 2026

ElastoGraph: An Open-Source Algorithmic Framework for the Topological Assessment of Molecular Stiffness Applied to Polysaccharide Networks

The prediction of mechanical properties at the molecular scale relies on matrix-based approaches, such as the diagonalization of large Hessian matrices in elastic network models (ENMs) or molecular dynamics (MD) simulations. These methods exhibit O(N3) computational complexity and map molecular connectivity to macrosco...

Martina Canet, Yamila García, Yamila GarcÍa-MartÍnez Eyre · 0 citations
#edge computing Book Sep 2026

Role of Additive Manufacturing in Industry 4.0

The convergence of Additive Manufacturing (AM) and the Industrial Internet of Things (IIoT) is reshaping industrial production by combining design flexibility with real-time connectivity and intelligence. AM provides layer-by-layer fabrication that supports rapid prototyping, mass customisation, and material efficiency...

Madhukrishna Priyadarsini, Mallikarjuna B, Santosh Kumar Mishra · 0 citations
#edge computing Review Open access Sep 2026

Research on Target Recognition and 3D Reconstruction Technology for Distribution Network Patrol Based on BeiDou and Edge Computing

INTRODUCTION: Power transmission and distribution lines operate in complex natural and electromagnetic environments, making them susceptible to risks such as tree encroachment, ice accumulation, insulator damage, and foreign object interference. Traditional inspection methods, including manual patrols and helicopter su...

Ying Xie, Yi Jiang, Li-Chao Cui et al. · 0 citations
#edge computing Open access Sep 2026

Analytical topological bounds and favorable elastic paths in discrete molecular networks

The mechanical response of discrete networks is fundamentally governed by their underlying connectivity. While traditional matrix-based approaches successfully capture global mechanical responses, their utility is delimited by an 𝒪(𝑁3)computational cost that limits direct access to specific topological pathways and loc...

G. Pons, Y. García, Yamila Garcia-Martinez · 0 citations
#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

This critical narrative review synthesizes physiological, biochemical, electrophysiological, biomechanical, and behavioral sensing within a monitoring–interpretation–feedback–adaptation–outcome framework to help move wearable biosensing from fragmented technology demonstrations toward secure, personalized, continuous,...

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

From tech blogs

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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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