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edge computing

2,981 papers

#edge computing Open access Sep 2026

LiteNet: lightweight network traffic classification using explainable artificial intelligence and model compression

LiteNet is proposed, a lightweight model for real-time NTC in a resource-constrained environment to address the disparity between model complexity and edge device limitations, and Benchmarking results demonstrated that LiteNet outperformed the state-of-the-art method in terms of performance and efficiency.

A. Haris, Azizi Ariffin, Nor Badrul Anuar et al. · 0 citations
#edge computing Sep 2026

A lightweight and efficient carton detection model for intelligent warehouse environments

Carton detection is a crucial task in intelligent warehouse systems, whose performance is primarily constrained by the limited storage and computing resources of warehouse edge devices. In this paper, a new model called BM-YOLO is proposed based on You Only Look Once 11 (YOLO11) to overcome these issues. First, a DimPo...

Haiyang Chen, Baoke Xue, Guangdeng Zong · 0 citations
#edge computing Open access Sep 2026

Research Bulletin 2026, Vol 3, Issue 1

“Technology is not a distant vision—it is the reality we are shaping today.” The Research Bulletin 2026 (Vol. 3, Issue 1) from the Department of Computer Application, Integral University presents the department’s dynamic engagement with cutting‑edge research and innovation through the work of its faculty members and re...

Dr. Mohammad Faisal, Syed Adnan Afaq, Mohd Waris Khan et al. · 0 citations
#edge computing Open access Sep 2026

ECI Framework v5.9.0 (Ecosystem Justice): A Quantum-Computing, Operational Consciousness-Metrics, and Distributed-Governance Framework for Autonomous AI Agents

ECI Framework v5.9.0 — Eternal Codex Infinitus An Integrated Framework for Quantum Computation, Operational Consciousness Metrics, and Distributed Governance of Autonomous AI Agents ECI Framework (Eternal Codex Infinitus) is an open-source Python framework that integrates three research domains into a single, tested so...

Arash Mansourpour · 0 citations
#edge computing Open access Sep 2026

Edge Computing vs. Cloud Computing: Which is the Future?

As businesses strive to improve efficiency, reduce latency, and leverage the power of data, understanding the strengths and limitations of these two computing paradigms is crucial. Full article: https://davidohnstad.com/edge-computing-vs-cloud-computing-which-is-the-future/

David Ohnstad · 0 citations
#edge computing Book Open access Sep 2026

EL-RAKHAWI'S AUTONOMOUS STABILITY NODE: A QUANTUM-RESILIENT, PHYSICS-INFORMED EDGE COMPUTING ARCHITECTURE FOR MICROSECOND GRID STABILIZATION AND CYBER-PHYSICAL IMMUNITY

EL-RAKHAWI'S AUTONOMOUS STABILITY NODE: A QUANTUM-RESILIENT, PHYSICS-INFORMED EDGE COMPUTING ARCHITECTURE FOR MICROSECOND GRID STABILIZATION AND CYBER-PHYSICAL IMMUNITY

mohamed kamal arafa el-rakhawi · 0 citations
#edge computing Review Open access Sep 2026

AI-Powered Computer Vision Industrial Quality Inspection Systems: A Practice Review

AI-based computer vision plays a central enabling role in intelligent quality inspection within the context of Industry 5.0, and can outperform traditional rule-based or manual solutions in terms of inspection accuracy, consistency, and throughput when they are supported by reliable acquisition, representative data, an...

Maaz A. Khan, C. Vasques, A. Cavadas · 0 citations
#edge computing Open access Sep 2026

VirtualFlyBrain/VFBquery: v1.22.51

Class-connectivity queries can no longer cache a zero that was really an outage. _aggregate_class_connectivity used to return [] when a Neo4j or Solr call it depends on failed, and that became {'count': 0} — stored by the Solr result cache and pinned for a month at the v3-cached edge, which is how gamma Kenyon cell dow...

Rob Court, actions-user, Clare Pilgrim et al. · 0 citations
#edge computing Open access Sep 2026

HIOF•The Field — Series Note: Cover Sheet, Reading Order, and Statement of Contribution

Holographic Informational Ontology Framework - The Field (HIOF•tF) A short, non-technical companion to the four-part HIOF-tF series. Written for readers with a background in physics, information theory, or philosophy of science - not readers already familiar with the author's wider framework. The core idea, stated plai...

Wai-Hung (Pan) Tam · 0 citations
#edge computing Open access Sep 2026

Edge Computing vs. Cloud Computing: Which is the Future?

As businesses strive to improve efficiency, reduce latency, and leverage the power of data, understanding the strengths and limitations of these two computing paradigms is crucial. Full article: https://davidohnstad.com/edge-computing-vs-cloud-computing-which-is-the-future/

David Ohnstad · 0 citations
#edge computing Open access Sep 2026

ECI Framework v5.9.0 (Ecosystem Justice): A Quantum-Computing, Operational Consciousness-Metrics, and Distributed-Governance Framework for Autonomous AI Agents

ECI Framework v5.9.0 — Eternal Codex Infinitus An Integrated Framework for Quantum Computation, Operational Consciousness Metrics, and Distributed Governance of Autonomous AI Agents ECI Framework (Eternal Codex Infinitus) is an open-source Python framework that integrates three research domains into a single, tested so...

Arash Mansourpour · 0 citations

From tech blogs

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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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