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edge computing

2,705 papers

#edge computing Open access Aug 2026

Mitigating Webhook Event Amplification in Multi-Tenant SaaS Integrations Using Delta-Validated Event Propagation

Multi-tenant Software-as-a-Service (SaaS) platforms rely on webhook change notifications from cloud APIs such as Microsoft Graph to synchronize calendar and resource-booking data in near-real time. Empirical analysis reveals a structural failure in this model, which we term webhook event amplification: a single state m...

Aayush Pandey · 0 citations
#edge computing Book Open access Aug 2026

Industrial Internet Technology Application and Practice

Industrial Internet Technology Application and Practice is compiled by the team of experts from Wenzhou Vocational Secondary School and fully meets the vocational talent training requirements of modern industries, laying a solid foundation for cultivating versatile and innovative technical talents in the era of Industr...

Li jiang, Wu Jie, Bailang Wang · 0 citations
#edge computing Review Open access Aug 2026

Agricultural Cyber-Physical Systems: Research Progress in Perception-Driven Multi-Robot Coordination and Logistics in Unstructured Environments

Driven by the escalating global agricultural workforce shortage and the urgent need to meet the “Zero Hunger” mandate, the automation of harvest–transport workflows has emerged as a cornerstone of Agriculture 4.0. This paper highlights the latest research progress in multi-robot collaborative logistics scheduling acros...

Jun Zhang, Tian-Tian Jing, Zi-Qi Tian et al. · 0 citations
#edge computing Open access Aug 2026

Dynamic Semantic Network Neuro-Morphic Computing

This paper proposes a novel approach to computing, termed Dynamic Semantic Network Neuro-Morphic Computing, which leverages the principles of biological neural networks to achieve parallel, adaptive learning, and reasoning for complex data structures. The core idea is to mimic the dynamic connectivity and synaptic plas...

Jincheng Zhang · 0 citations
#edge computing Open access Aug 2026

Spectral-Based Computation Security

This paper introduces a novel approach to computation security leveraging the principles of spectral theory. Traditional computational security relies heavily on cryptographic methods, which are increasingly vulnerable to advancements in computing power and algorithmic attacks. We propose a framework that abstracts com...

Jincheng Zhang · 0 citations
#edge computing Aug 2026

Impact of Channel Integration on Brand Equity Empowered Based on Deep Learning and Graph Neural Network Approaches

This study employs a Graph Neural Network (GNN) to identify predictive associations between channel integration structures and brand equity, with a particular focus on heterogeneous nodes and multi-relation edges in multichannel commercial data. A Multi-Relation Integrated Graph Neural Network (MRI-GNN) is developed by...

Haotian Xue, Jongbin Park · 0 citations
#edge computing Open access Aug 2026

A Low-Cost, Real-Time Environmental Digital Twin Architecture for Predictive Analytics in Smart Facilities

Abstract The integration of Internet of Things (IoT) and Digital Twin (DT) technologies provides a transformative paradigm for intelligent monitoring and predictive maintenance in industrial environments. Traditional environmental control systems rely on reactive architectures, leading to potential equipment failure be...

Hayatullah Abdulwahab · 0 citations
#edge computing Open access Aug 2026

The OMEGA INFINITY KAORU Processor: A Conductive-GRID Architecture for Solving Circuit-SAT in Practical Constant Time An $O(1)=\log\text{-time}=P=NP$ Hardware Blueprint

This paper presents the architectural blueprint of the OMEGA INFINITY KAORU processor, a computing substrate that solves the Boolean circuit satisfiability problem (Circuit-SAT)---the canonical NP-complete problem---in practical constant time, in strictly literal $O(\log n)$ time, and in $O(n)$ space. The architecture...

Kaoru Aguilera Katayama · 0 citations
#edge computing Open access Aug 2026

Serial-Studio/Serial-Studio: Serial Studio 4.1.0

⚠️ Important Notices Windows Smart App Control: On newer Windows machines, Smart App Control may prevent Serial Studio from running because the binaries are not code-signed yet. Either install from the Microsoft Store, or turn off Smart App Control (Windows Security → App & browser control → Smart App Control settings)...

Alex Spataru, Alison de Oliveira Tristão, Andrew Salinas et al. · 0 citations
#edge computing Dataset Open access Aug 2026

CP-H1-INT-001: Integral-Cohomology and Flux-Quantization Audit for a Carrier-Derived Exterior-Moment H1 Line on a Locked 6D-to-3D Cut-and-Project Incidence Complex v0.1.0

CP-H1-INT-001 v0.1.0 presents a theory-neutral analytical and deterministic audit of a necessary condition for an integral-cohomology or flux-quantization closure of the carrier-derived exterior-moment H1 line on the locked DG-001 6D-to-3D cut-and-project incidence complex. The primary locked finite source is: HLV-DG-0...

Marcel Krüger · 0 citations
#edge computing Open access Aug 2026

SESTINA v1.0: Exact Inference, Robust Evaluation, and Adversarial Testing in Six-Player Canadian Fish

Six-player Canadian Fish is a decentralised imperfect-information team game in which every action is public, so the hidden state reduces to the initial deal and the posterior over that deal can be computed exactly. We develop and evaluate SESTINA v1.0, the strongest configuration produced in this project’s FishBot line...

Dylan Nguyen · 0 citations
#edge computing Book Open access Aug 2026

Industrial Internet Technology Application and Practice

Industrial Internet Technology Application and Practice is compiled by the team of experts from Wenzhou Vocational Secondary School and fully meets the vocational talent training requirements of modern industries, laying a solid foundation for cultivating versatile and innovative technical talents in the era of Industr...

Li jiang, Wu Jie, Bailang Wang · 0 citations

From tech blogs

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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.

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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