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edge computing

2,919 papers

#edge computing Open access Sep 2026

Channel Theory for Polynomial Continued Fractions: Asymptotic Channels, the ξ₀ = 2/√β₂ Identity, and a Bridge Conjecture

Erratum notice (v1.6). This version repairs five defects in the v1.5 record. It is a build, labelling and open-problem erratum: no theorem, proposition, conjecture, or numerical value of v1.5 is altered by it. Concept DOI is preserved (10.5281/zenodo.19941678); v1.5 (10.5281/zenodo.22717792) is superseded. (1) Wrong bu...

papanokechi papanokechi · 0 citations
#edge computing Dataset Open access Sep 2026

EAR-EVRPTW

Overview This dataset provides a geospatially enriched version of the EVRPTW benchmark instances of Schneider et al. (2014). It is intended for evaluating routing algorithms for electric vehicles when route optimization and physically based energy consumption must be studied together. Every node of every instance (depo...

Iyed GUIZENI, Mariem Belhor · 0 citations
#edge computing Open access Sep 2026

Observer Series v1.1: Hidden World from a Single Point — Topology Recovery, Operational Worlds, and the Interiorization of Invisible Structure

We present a systematic experimental study of what an observer with a restricted read channel can learn about a deterministic source whose full state is inaccessible to him. The source is a 12-node icosahedral cluster evolving under a discrete second-order update rule; the observer reads a subset of nodes through a fix...

Fedor Kapitanov · 0 citations
#edge computing Open access Sep 2026

Sub-Microsecond Deterministic Inference Processor via 3D Heterogeneous Integration of Thin-Film Lithium Niobate Acoustic Resonators on 28nm eRRAM/SOT-MRAM CMOS

Modern deep learning accelerators (GPUs, TPUs) are fundamentally constrained by the von Neumann memory wall: over 90% of total inference energy and latency is consumed by shuttling high-precision matrix weights across off-chip memory hierarchies (HBM3e, GDDR6) rather than executing arithmetic operations. Furthermore, a...

Christian Duguay, Alix · 0 citations
#edge computing Open access Sep 2026

A vanishing lemma for doubled plaquettes touching a loop edge, in Weingarten calculus for SO(m)

We record a vanishing phenomenon for exact (non-Monte-Carlo) Weingarten calculus computations on SO(m), encountered while searching for non-local closing constructions for the residual 3⁻³⁴ discrepancy in reconstructing Nissim's SO(3) deconfinement tube. Call a plaquette a 4-cycle of directed edges, and say it is doubl...

Martín Baca · 0 citations
#edge computing Open access Sep 2026

THE GEN-X MARINE BIOMIMETIC MANIFESTO Engineering Design Specification for the Ultimate Foiling Vessel "Open Source Concept Study - Speculative Multi-Disciplinary Engineering Design."

A comprehensive conceptual engineering design specification for a next-generation foiling vessel architecture. The Gen-X system transitions marine transport from rigid mechanical structures to an integrated biomimetic platform. By unifying an indestructible, optically linked carbon nanotube (CNT) triple-core computing...

David Michael Seagal · 0 citations
#edge computing Open access Sep 2026

An IoT-Enabled Deep Learning-Based MIMO-OFDM Scheme for Optical Camera Communication in Mobile Environments

A deep learning-based LED detection scheme for a mobility-aware MIMO-OFDM system is proposed, which enables long-range MIMO-OFDM communication over distances of up to 22 m while maintaining a low error rate at a receiver speed of 3 m/s.

Van-Khoa Pham, Huy Nguyen · 0 citations
#edge computing Sep 2026

Secure and Efficient Data Sharing for Underground Exploration in Space‐Air‐Ground Integrated Networks

ABSTRACT Underground surveying and mineral exploration increasingly rely on high‐resolution panoramic imaging for digital‐twin construction and remote operation. Yet transmitting massive visual data from remote mining sites is constrained by limited terrestrial infrastructure, high latency, and strict privacy requireme...

Rui Zhang, Changjun Song, Jiahao Liu et al. · 0 citations
#edge computing Dataset Open access Sep 2026

EAR-EVRPTW

Overview This dataset provides a geospatially enriched version of the EVRPTW benchmark instances of Schneider et al. (2014). It is intended for evaluating routing algorithms for electric vehicles when route optimization and physically based energy consumption must be studied together. Every node of every instance (depo...

Iyed GUIZENI, Mariem Belhor · 0 citations
#edge computing Review Open access Sep 2026

Advances in Sensing Techniques and Deep Learning for Food Quality Detection: Opportunities, Challenges, and Perspectives from Image Recognition to Multimodal Data Fusion

This review systematically compares CNNs, RNNs/LSTMs, Transformers, GNNs, GANs, and hybrid architectures, as well as transfer learning, self-supervised learning, contrastive learning, few-shot learning, lightweight networks, edge computing, and multimodal fusion.

Wei-Hao Wang, Zhi-Dan Jiang, Si-Si Yang et al. · 0 citations
#edge computing Open access Sep 2026

An integrated IoT edge cloud and blockchain framework for a traceable, transparent and scalable digital millet supply chain

The millet supply chain is riddled with extreme issues in maintaining transparency, traceability, and efficiency at various stages of its functionality, right from farm production to consumer distribution. To address these issues, this paper proposes an integrated Blockchain–Cloud–Edge–IoT system for a Millet Supply Ch...

Suchit Kumar Singh, Rakesh Kumar Lenka, Soubhagya Ranjan Mallick et al. · 0 citations
#edge computing Book Sep 2026

Quantum Computing and Cloud Technologies in Decision Support

This chapter surveys quantum computing and its integration with cloud infrastructures for decision support. It introduces the algorithmic core (Shor, Grover, variational circuits, and quantum linear-algebra routines), then situates current devices in the Noisy Intermediate-Scale Quantum (NISQ) regime – sources of noise...

Jovan Ivković, Jelena Lužija Ivković · 0 citations

From tech blogs

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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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