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edge computing

2,908 papers

#edge computing Open access Sep 2026

RESCALE Whitepaper: GRiSP.io - Building Trust in Cloud-to-Edge Software Through Automated Security Assessment

This whitepaper presents the RESCALE pilot implementation with Peer Stritzinger GmbH (PST), a German SME developing the GRiSP ecosystem, including GRiSP.io, a cloud-hosted SaaS platform for cloud-to-edge computing and device management. The document describes how RESCALE was integrated into the GRiSP.io software develo...

University of Piraeus, Peer Stritzinger GmbH, Cyberalytics · 0 citations
#edge computing Open access Sep 2026

Sparse Edge Inference with Martingale-Guaranteed Stability for UAV Neuro-Fuzzy Sliding Mode Control: An EKF–GNN–RL Framework

Running a dense neuro-fuzzy sliding mode controller (SMC) on a resource-constrained UAV edge platform forces a three-way trade-off between compute, formal stability guarantees, and robustness to uncertainty. We recast the extended Kalman filter (EKF) from state estimation into weight-space prediction, which lets the co...

Xu Liu, hao zhang, Minfeng Zhang · 0 citations
#edge computing Open access Sep 2026

Cyber-Structural Vulnerability and Malicious Resonance in Smart Damping Systems

The evolution of modern civil engineering integrates real-time structural control systems, such as Active Tuned Mass Dampers (ATMDs) and semi-active seismic protection networks, governed by Internet-of-Things (IoT) sensors and edge-computing algorithms. These smart structures dynamically counteract wind-induced acceler...

Mohamed Fayez. Elnagar, Structural Consultant & Certified Forensic Engineering Expert MSc, PMP, MCIArb, MASCE, MACI, M.AISC, M.ASTM, M.FIDIC, PhD · 0 citations
#edge computing Review Open access Sep 2026

Space–Air–Ground Integrated Networks for Smart Agriculture and Smart Breeding: A Review of SDN/NFV-Enabled Intelligent Resource Management

Future research should move beyond single-metric optimization toward joint evaluation of state freshness, decision latency, reconfiguration cost, learning and security overhead, and agronomic outcomes to improve deployability, robustness, and verifiability of cross-domain resource management under real deployment condi...

Yi-Xiang Zhao, Bo Li, Cheng-Li Xu et al. · 0 citations
#edge computing Open access Sep 2026

Cyber-Structural Vulnerability and Malicious Resonance in Smart Damping Systems

The evolution of modern civil engineering integrates real-time structural control systems, such as Active Tuned Mass Dampers (ATMDs) and semi-active seismic protection networks, governed by Internet-of-Things (IoT) sensors and edge-computing algorithms. These smart structures dynamically counteract wind-induced acceler...

Mohamed Fayez. Elnagar, Structural Consultant & Certified Forensic Engineering Expert MSc, PMP, MCIArb, MASCE, MACI, M.AISC, M.ASTM, M.FIDIC, PhD · 0 citations
#edge computing Open access Sep 2026

The IoT to Smart Cities

This paper explores the role of the Internet of Things (IoT) in the architectural development and implementation of modern smart cities. It examines the integration of IoT-enabled sensors, communication protocols, and cloud computing architectures to enhance urban infrastructure, intelligent traffic management, smart e...

Gaurav Patoliya · 0 citations
#edge computing Open access Sep 2026

Reconfigurable spatial-frequency transfer in long-wave infrared imaging

Long-wave infrared (LWIR) imaging is widely used in night vision and thermal target recognition, but often suffers from noise and blurred edges. Here, we present a distributed Bragg reflector–liquid crystal (DBR-LC) framework for reconfigurable optical preprocessing of LWIR images. By combining the angle-dependent phas...

Yuting Wei, Chunqi Jin, Qi-Dai Chen · 0 citations
#edge computing Sep 2026

267. UAV-based Multispectral Monitoring to Predict Pasture Nutritional Value, Grazing Behavior, and Methane Production in Grazing Heifers.

Abstract Pasture nutritive value is an important indicator of production efficiency in grazing systems. Remote sensing using unmanned aerial vehicles (UAVs) equipped with multispectral sensors could be an alternative to estimate pasture nutritional value through vegetation indices (VIs) and monitor animal feeding behav...

Guilherme Lobato Menezes, R.R. Mantovani, Maria Elisa Montes et al. · 0 citations
#edge computing Open access Sep 2026

Structural Safety of Local Physical Learning: Initial-data certificates, topology-changing convergence, and boundary-response stability in resistor networks

Can local physical learning destroy the conducting structure needed to define its own task? We study the Euclidean projected conductance-gradient flow of a finite passive resistor network with two fixed-potential terminals, one output, and one interior scalar target, under an explicit prune-and-continue convention for...

Oleg Dolgikh · 0 citations
#edge computing Open access Sep 2026

Edge-Optimized Reservoir Computing for Forecasting Complex Ecological Systems: Predicting Fishery Collapse with Incomplete Data

Monitoring landings in data-scarce fisheries is hampered by short, noisy series and multi-year reporting gaps. We benchmark Echo State Networks (ESNs) against SARIMA, LightGBM, and LSTM models and against naïve and seasonal-naïve persistence, for one-step-ahead forecasting of the monthly landings (1993–2023) of the sha...

Diego Restrepo-Leal, Mario C. Cruz-Mercado, Jairo Altamar et al. · 0 citations
#edge computing Open access Sep 2026

NetSyn: prokaryotic genomic context exploration of protein families

Background . The growing availability of large prokaryotic genomic datasets presents an opportunity to discover new metabolic pathways and enzymatic reactions useful for industrial or synthetic biological applications. Efforts to identify new enzyme functions in this vast number of sequences cannot be achieved without...

Mark Stam, Jordan Langlois, Céline Chevalier et al. · 0 citations

From tech blogs

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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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