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edge computing

3,051 papers

#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

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 Review Open access Aug 2026

Digital Transformation for Secure and Sustainable Systems: Advances in Privacy, Authentication, Intelligent Construction, and Connected Mobility

A systematic review of digital technologies for sustainable and secure infrastructure, with particular emphasis on connected vehicles, privacy-preserving technologies, and intelligent construction, identifies opportunities for integrating artificial intelligence, edge computing, digital twins, privacy-preserving analyt...

M. Jena, Om Krishna Jena · 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

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 Open access Aug 2026

Betti Numbers as Cognitive Integrity Metrics: Topological Health Diagnostics for Deterministic Memory Systems

We introduce the Cognitive Integrity Score (CIS), an operational, real-time topological health diagnostic for deterministic simplicial associative memory networks. In parallel with significant advances in uncertainty quantification, semantic entropy, process-supervised verification, and metacognitive reinforcement lear...

Casey Lee Race, Inc. Calera Computing · 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

Network-Aware Orchestration for QoS-Constrained Application Deployment

The computing continuum extends computation beyond centralized cloud data centers to edge resources, supporting applications with stringent Quality-of-Service (QoS) requirements. However, the heterogeneity and dynamic nature of edge environments make orchestration challenging, particularly when decisions rely on static...

Fernando Rego, José Eduardo Ferreira da Costa, Carlos Resende et al. · 0 citations
#edge computing Aug 2026

Single‐Polymer Multi‐Valued Logic Enabled by Sequential Electrostatic‐to‐Electrochemical Doping

ABSTRACT Multi‐valued logic (MVL) offers a promising approach to overcoming the intrinsic limitations of binary computing by enhancing data density at the device level. However, achieving stable and well‐defined multi‐level logic states within a single semiconductor channel layer remains a significant challenge. In thi...

Dong Hyun Park, Min Su Kim, Jae Hyun Han et al. · 0 citations
#edge computing Open access Aug 2026

基于量子计算的动态拓扑网络优化

This paper presents a novel algorithm for dynamic topology optimization, leveraging the unique properties of quantum computing to dynamically adjust network parameters. The core mechanism utilizes quantum entanglement and superposition to efficiently compute and optimize the topology of a network, leading to improved p...

Jincheng Zhang · 0 citations
#edge computing Aug 2026

Image denoising based on spin-torque diode with injection locking

Spin-torque diodes based on magnetic tunnel junctions have emerged as a promising paradigm for microwave detection and neuromorphic computing due to their intrinsic nonlinear electrical characteristics. Traditional artificial intelligence image processing technology based on the von Neumann architecture faces the bottl...

Yazhong Si, Fuqian Ge, Like Zhang et al. · 0 citations
#edge computing Open access Aug 2026

Faster Than Light, According to the Arithmetic: code and analysis for two failure modes of streaming latency measurement

Code, analysis and manuscript for a study of two failure modes of sub-millisecond streaming latency benchmarking, both governed by one ratio: the instrument's timescale over the interval being measured. Mode A (negative spans): a latency assembled from two stamps written by two threads can come out negative. The acknow...

Gustavo Pedro Ricou, David Gregg · 0 citations

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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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