edge computing

Multi-Latency Multi-Agent Task Offloading Strategy for Smart Education Platforms Based on Edge Computing

LAB #3897 NEUTRAL: TG AUTO: New edge proposed: opening_range_breakout_with_volume_weighted_average_price_reversion — E8 Intelligence Research

IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#1179940, division=research, agent=gtx_scout): { "name": "opening_range_breakout_with_volume_weighted_average_price_reversion", "source": "Trading literature: VWAP reversion strategies (e.g., 'VWAP Trading' by Brian Shannon) combined with opening range breakou...

Photonic convolution neural networks for machine learning via energy-free Fourier-optics

Convolutional operations are computationally intensive in artificial intelligence (AI) services, and their overhead in electronic hardware limits machine learning scaling. Here, we introduce a photonic joint transform correlator (pJTC) using a near-energy-free on-chip Fourier transformation to accelerate convolution op...

Photonic Extreme Learning Machine‐Based Neural Cryptosystem for Error‐Free Secure Data Delivery

ABSTRACT Conventional optical cryptosystems rely on computationally heavy, detached deep‐learning black boxes and visual metrics, fundamentally hindering precise information delivery and exposing latent vulnerabilities. To overcome this, we propose a hardware‐algorithm isomorphic photonic neural cryptosystem tailored f...

EdgeFEViT-Pro: A computationally efficient hybrid vision transformer for non-destructive citrus storage-stage classification using X-ray CT images

Numerical admissibility and regularization of shear-suppression closures for reduced tokamak transport: model, solvers, tests, figures and manuscript

Version 1.2.0. Adds a screening-level plant power balance (net electric power from assumed thermal, heating and overhead efficiencies, with a Sobol study of the assumptions) and a relative cost proxy, as post-processing of the existing results (code/plant.py). Under the central assumptions the reference device at 40 MW...

New edge proposed: opening_range_breakout_with_volume_weighted_average_price_reversion — E8 Intelligence Research

{ "name": "opening_range_breakout_with_volume_weighted_average_price_reversion", "source": "Trading literature: VWAP reversion strategies (e.g., 'VWAP Trading' by Brian Shannon) combined with opening range breakout (ORB) concepts", "type": "entry_engine", "rule": "Enter long when the 5-minute bar open occurs above the...

paulguckian7/Paper-4B-Defensive-Tempo-Estate-Structure-and-Collapse: Paper 4B Time and Adaptation on the frozen CEMT substrate

<!--StartFragment--> Time and Adaptation on the frozen CEMT substrate. PhDPaper4B v0.22 Simulation code for Paper 4B, "Defensive Tempo, Estate Structure and Collapse: Cyber-Risk Propagation on a Frozen Substrate" (CEMT programme). This release is the single-file, reproducible simulator behind every table in Paper 4B. I...

Conductor Aging Monitoring and Intelligent Analysis Strategies for Power Grid Status Visualization

INTRODUCTION: Continuous sensing, unified analysis, and spatial representation of conductor aging remain challenging in power-line monitoring involving computer vision, edge computing, and digital twins. OBJECTIVES: This study develops a cloud-edge collaborative framework for power-grid status visualization to improve...

GAI Models, Technologies and Applications with Edge Computing and Network Security

KI-Ethik: Vom Kohlenstoff zum Silizium

KI Ethik: Vom Kohlenstoff zum SiliziumSystemtheoretische Grundlagen einer Beziehungs-Ethik zwischen biologischer und künstlicher KognitionAkademisches Fünf-Säulen-Abstract (v9.0 – Deutsch & Englisch)Wissenschaftliche Monografie von Olaf Rendler | Oktober 2026 1. Deutsches Akademisches Abstract (5-Säulen-Struktur) Säule...

Numerical Admissibility and Regularization of Shear-Suppression Closures for Reduced Tokamak Transport

Version 3. Wording revision of 1.1.0 after review: the title is changed, the well-posedness claims are qualified as numerical (no existence-uniqueness theorem is claimed for the nonlinear heat problem), the inverse-square gain relation is described as an empirical fit over the tested range, the ITER89-P agreement is st...