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edge computing

2,975 papers

#edge computing Open access Sep 2026

Cavitation-induced evolution of unsteady flow structures and energy dissipation mechanisms in a multistage liquid-cooling pump

Rising heat-flux densities in high-performance computing centers impose stringent requirements on the stability of liquid-cooling circulation systems, in which centrifugal pumps are susceptible to cavitation-induced flow instabilities. However, the physical mechanism by which cavitation disturbances are generated and a...

Denghao Wu, Zhifeng Yao, Peijian Zhou et al. · 0 citations
#edge computing Open access Sep 2026

Cavitation-induced evolution of unsteady flow structures and energy dissipation mechanisms in a multistage liquid-cooling pump

Rising heat-flux densities in high-performance computing centers impose stringent requirements on the stability of liquid-cooling circulation systems, in which centrifugal pumps are susceptible to cavitation-induced flow instabilities. However, the physical mechanism by which cavitation disturbances are generated and a...

Denghao Wu, Zhifeng Yao, Peijian Zhou et al. · 0 citations
#edge computing Book Open access Sep 2026

Design of Inventory Perception and Intelligent Regulation System for Live E-Commerce Based on Deep Image Recognition

The fast progress of deep learning and computer vision technology is providing new ways to solve the problem of managing inventory in live e-commerce. As the live e-commerce industry grows, the traditional inventory management model struggles to meet the demands of high concurrency and real-time transactions. The paper...

Xiaoli Zhao · 0 citations
#edge computing Open access Sep 2026

Improving Inference Efficiency in Deep Neural Networks

The increasing complexity of modern deep neural networks (DNNs), particularly Transformer architectures such as large language models (LLMs) and diffusion models, has made inference efficiency a central challenge across edge and datacenter platforms. The two regimes, however, impose sharply different constraints. At th...

Aradhana Mohan Parvathy · 0 citations
#edge computing Open access Sep 2026

Technical Treatise on Morphological Quantum Medicine and Agronomy: An Inversion of Biological Paradigms via Bioresorbable Vogel-Spiral (N=55) Nanoprostheses and Topological Phase-Matching

This treatise introduces a non-invasive, universal quantum-biological framework designed to reverse structural macromolecular mutations and pathogens across human, veterinary, and agronomic systems through the deployment of temporary, bioresorbable inorganic nanoprostheses. Traditional quantum biology remains bottlenec...

Yaron Admon Hefetz · 0 citations
#edge computing Open access Sep 2026

A vanishing theorem and computational obstructions for extending the SO(3) deconfinement mechanism of Nissim to SO(2N+1)

Nissim (arXiv:2605.16162) proved that SO(3) lattice Yang-Mills theory at strong coupling fails Wilson's confinement criterion, via an explicit "tube" cluster in the cluster expansion whose leading contribution is computed exactly using third-moment identities for Haar(SO(3)). A natural question, raised explicitly in Ni...

Martín Baca · 0 citations
#edge computing Dataset Open access Sep 2026

Data for Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing

This repository contains the data and code associated with the experiments described in Chai & Huang, "Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing", Journal of Grid Computing 22:27 (2024). The movement-intent-recognition front end is based on the publicly available ENABL3S dat...

Sheng Chai, Jimmy Huang · 0 citations
#edge computing Open access Sep 2026

Lightweight and explainable CNNLSTM model for accurate lung cancer detection in thoracic CT images

To have a positive impact on patient survival and death rates, lung cancer must be diagnosed early and as accurate as possible. While deep learning has shown exceptional success in medical image analysis, a large number of the current methods use computationally intensive architectures that are not very interpretable a...

Shaily Jain, Karan Bajaj, C. Prabha et al. · 0 citations
#edge computing Open access Sep 2026

A vanishing theorem and computational obstructions for extending the SO(3) deconfinement mechanism of Nissim to SO(2N+1)

Nissim (arXiv:2605.16162) proved that SO(3) lattice Yang-Mills theory at strong coupling fails Wilson's confinement criterion, via an explicit "tube" cluster in the cluster expansion whose leading contribution is computed exactly using third-moment identities for Haar(SO(3)). A natural question, raised explicitly in Ni...

Martín Baca · 0 citations
#edge computing Open access Sep 2026

HED-ID: a federated expert system for interpretable and resource-adaptive intrusion detection on edge devices

HED-ID is presented, a fully integrated federated expert system designed for real-time, edge-oriented anomaly detection that combines a stacked bidirectional GRU architecture with hybrid temporal–spatial attention for sequential and feature-level anomaly modeling.

Kushboo Nasir, Sahar K. Badri, A. Khattak et al. · 0 citations
#edge computing Dataset Open access Sep 2026

Data for Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing

This repository contains the data and code associated with the experiments described in Chai & Huang, "Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing", Journal of Grid Computing 22:27 (2024). The movement-intent-recognition front end is based on the publicly available ENABL3S dat...

Sheng Chai, Jimmy Huang · 0 citations
#edge computing Open access Sep 2026

Technical Treatise on Morphological Quantum Medicine and Agronomy: An Inversion of Biological Paradigms via Bioresorbable Vogel-Spiral (N=55) Nanoprostheses and Topological Phase-Matching

This treatise introduces a non-invasive, universal quantum-biological framework designed to reverse structural macromolecular mutations and pathogens across human, veterinary, and agronomic systems through the deployment of temporary, bioresorbable inorganic nanoprostheses. Traditional quantum biology remains bottlenec...

Yaron Admon Hefetz · 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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