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edge computing

2,653 papers

#edge computing Open access Sep 2026

Research on the Topological Primitive Mechanism of the Creation Axis and the Novel Topological Computing System

AbstractAiming at the industrial and theoretical bottlenecks in the post-Moore era, including limited iteration of traditional discrete computing power, high complexity of large-number operations, low efficiency of cryptographic analysis, and lack of primitive support for mathematical deduction, this paper constructs a...

xiaogang shui · 0 citations
#edge computing Open access Sep 2026

Il Principio di Risonanza di Olografia Bidimensionale: Geometria Pura, Fisica dei Buchi Neri e Limiti dei Computer Quantistici

Esiste un punto d'incontro perfetto in cui la successione di Fibonacci annulla l'attrito dei decimali, trasformando l'area bidimensionale del passato nel rapporto lineare del futuro (Shift-2). Questo saggio dimostra matematicamente il Principio Olografico e isola sperimentalmente il "punto di rottura" fisico dello stan...

Mario Cera · 0 citations
#edge computing Book Open access Sep 2026

FC-DDQN for Multi-User Computation Offloading and Resource Allocation in Mobile Edge Computing

This repository contains the software and reproducibility materials associated with the study “Factorized Coordinated Double Deep Q-Learning for Multi-User Computation Offloading and Resource Allocation in Mobile Edge Computing.” The proposed Factorized Coordinated Double Deep Q-Network (FC-DDQN) separates the binary l...

Youssef Oukissou, Moulay Amzil, Mohamed Amine Meddaoui et al. · 0 citations
#edge computing Open access Sep 2026

STREAM-BSG: A Streaming Graph Architecture for Real-Time Fraud Detection in B2B Payment Networks

STREAM-BSG maintains an incremental buyer-supplier graph in a streaming state store and computes a 49-dimensional feature vector online - 15 node, 18 edge, 14 subgraph, and 2 current-row change-detection features - before classification with XGBoost. It targets business-to-business payment fraud rather than the busines...

Abhishek Sharma · 0 citations
#edge computing Open access Sep 2026

Computational Complexity of Graph Isomorphism with Quantum Algorithms

Graph isomorphism, the problem of determining whether two graphs are structurally identical despite potentially differing node labels and edge orientations, is a fundamental problem in computer science and theoretical mathematics. This paper investigates the potential for quantum algorithms, specifically leveraging Gro...

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

The sum nobody bounded: an optimal 15j inequality, a directional decay law, and the one direction in which absolute majorants fail for the Lorentzian EPRL vertex

Every Lorentzian spinfoam amplitude computed numerically truncates the sum over virtual SU(2) spins l_f >= j_f at a shell depth Delta l; the convergence of that sum has not been proved. This paper bounds the sum by the direct absolute-value route and reports how far it reaches. (1) For the first-kind 15j symbol of the...

Adam Snyder · 0 citations
#edge computing Open access Sep 2026

StructuralCognition Theory II: Applications, Implementation, and Social Implications

This technical report introduces a cloud-native architecture designed to implement the Cognitive Edge Emergence Model (CEEM). Traditional language model generation relies heavily on generic associations and external valence inferences. In contrast, this architecture establishes an individual-specific, self-reinforcing...

Takahiro Ikeda · 0 citations
#edge computing Open access Sep 2026

Il Principio di Risonanza di Olografia Bidimensionale: Geometria Pura, Fisica dei Buchi Neri e Limiti dei Computer Quantistici

Esiste un punto d'incontro perfetto in cui la successione di Fibonacci annulla l'attrito dei decimali, trasformando l'area bidimensionale del passato nel rapporto lineare del futuro (Shift-2). Questo saggio dimostra matematicamente il Principio Olografico e isola sperimentalmente il "punto di rottura" fisico dello stan...

Mario Cera · 0 citations
#edge computing Book Sep 2026

AI-Based Frameworks for Indoor Air Quality Management in Smart Cities

This chapter presents a computational framework for intelligent indoor environmental management through artificial intelligence integration in smart urban infrastructure. The work systematically develops mathematical models for pollutant dynamics using mass balance principles and state space representation, followed by...

Shalom Akhai, Mahapara Abbass · 0 citations
#edge computing Sep 2026

Design of intelligent control system for energy internet based on edge computing

The paper puts forward a smart control system for the energy internet that uses edge computing, with a focus on the combined innovation of smart grid technology, power electronics systems and predictive control. Adopting a 'cloud-edge-end' architecture, the system uses predictive control technology to precisely regulat...

Yiyang Dong · 0 citations
#edge computing Sep 2026

A short-term power load prediction method based on Attention-LSTM in the context of optical-computing synergy

The Attention-LSTM model has performed better than the Persistence, LSTM and GRU models in terms of MAE, RMSE and MAPE, and according to the ablation experiment, the attention layer and some kinds of modal input variables are also useful.

Yue-Sheng Zheng, Yao-Ting Chen, Shi-Hao Yin et al. · 0 citations
#edge computing Sep 2026

Insulation condition assessment of 10kV cable joints based on multi-dimensional feature extraction and D-S decision fusion

A two-tier cascaded assessment framework based on multi-dimensional feature extraction and Dempster-Shafer (D-S) decision fusion is proposed to address the physical blind spots inherent in single-parameter monitoring and the boundary ambiguity caused by high-noise environments during the insulation deterioration of 10...

Ke-Yu Yue, Da-Long Fu, Zi-Qin Zhou et al. · 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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