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edge computing

2,751 papers

#edge computing Open access Oct 2026

Physarum toybox 1.0: an interactive finger-front model of the vein network of Physarum polycephalum

A small, free Python program for playing with the growth of the vein network of the slime mould Physarum polycephalum. Core idea (from the author's experiments): every finger of the growth front leaves exactly one vein, so splitting and fusion of fingers alone produce a network of degree-3 nodes. Added from the literat...

Werner Baumgarten · 0 citations
#edge computing Open access Oct 2026

Pleuroparenchymal fibroelastosis in a monogenic mitochondrial DNA depletion syndrome

Background Pleuroparenchymal fibroelastosis (PPFE) is a rare, most often idiopathic fibrotic lung disease with poor prognosis, mainly affecting adults. Biallelic pathogenic variants in the deoxyguanosine kinase gene ( DGUOK ) cause a mitochondrial DNA (mtDNA) depletion syndrome, predominantly affecting infants with sev...

Sandra von Hardenberg, Pia Maier, Leonard Christian et al. · 0 citations
#edge computing Open access Oct 2026

ECO-EDGE: joint DAG offloading and fabric routing in Multi-AP MEC via conic optimization

Mobile Edge Computing (MEC) enables low-latency services by migrating computational resources closer to end-users. However, as mobile workloads increasingly adopt complex Directed Acyclic Graph (DAG) topologies, system performance is strongly affected by interdependent data shuffling across the inter-server fabric and...

Mofadal Alymani, Alhanof Almutairi, Fatimah Alhayan et al. · 0 citations
#edge computing Open access Oct 2026

EDGE COMPUTING ВА CLOUD COMPUTING: DIFFERENCES AND INTEGRATION

Closed-loop quality control in metal cutting is reported as achieved whenever a system pairs a monitoring signal with an adjustable process parameter. The monitoring component and the control component are, in the great majority of published systems, validated on two separate benchmarks: a detector is scored on how acc...

Kurbanov Z., Yuldoshev R., Toshpulotov Sh. · 0 citations
#edge computing Open access Oct 2026

How Much of a Program Is a Theorem?

A geometric research program of V. Veselov proposes to read curvature, a flow, and a spectral trace off a family of graphs built from the golden mean, and to reach — eventually — a bridge to the Riemann hypothesis. A program is not a theorem. We ask a sharper question: exactly how much of it is one? We answer by constr...

The Institute for Applied Ontological Mathematics · 0 citations
#edge computing Open access Oct 2026

การอยรอดแบบแยกตวและการกำกบตนเอง HEAIN Core Protocol 1.3: การคนบทบาทอตโนมต การทำงานตอเมอเครอขายขาด และการกำกบการตงคาทงลำดบชน สำหรบ Edge AI แบบแฟรกทล

บทคัดย่อ HEAIN-CORE-1.1 [5][6] พิสูจน์ว่ากระบวนการหลักทั้งเจ็ดของ HEAIN Core Protocol ทำงานได้จริงบนฮาร์ดแวร์ และ HEAIN-CORE-1.2 [9] ทำให้การเลื่อนขั้นไต่ได้หลายระดับ แต่ยังเหลือข้อจำกัดห้าข้อที่ทำให้ระบบยังไม่พร้อมรับเหตุขัดข้องจริง ได้แก่ การคืนบทบาทที่ต้องทำด้วยมือแบบเข้าหลัง–ออกก่อน การแยก "เครือข่ายขาด" ออกจาก "โห...

JAKKRIT BOONMA · 0 citations
#edge computing Open access Oct 2026

Task-Centric IoT Service Orchestration Across the Edge–Fog–Cloud Continuum: A Structured Review and 6G-Oriented Framework

Abstract: The rapid growth of Internet of Things (IoT) deployments is producing workloads whose latency, bandwidth, energy, privacy, and reliability requirements vary over time. Cloud-centric processing provides substantial compute and storage capacity, but device-to-cloud communication can increase delay and network t...

Komal Prasad Kanojia, Vidisha Sonawane, Harshada Patil et al. · 0 citations
#edge computing Open access Oct 2026

The Reaction Cell of the Sulfur Pair: Co-synthesis on a Single Chrysene Unit, a Disulfide Bridge, and Two Forced Asymmetries

The corpus establishes, by inspection, that exactly two of the twenty structures require a heteroatom with no source within the carrier, and places them under a hypothesis about the medium which it states and declines to establish [Sch26o]. This paper supplies the object in which those two structures are formed, and re...

Charles Schaper · 0 citations
#edge computing Open access Oct 2026

Ambient Field Enhancement Hypothesis (AFEH): An Agnostic Evaluation of Candidate Sources for the Electric Field Required by TACD

This note introduces the Ambient Field Enhancement Hypothesis (AFEH), a companion evaluation that addresses one item the Topography-Anchored Corona Discharge (TACD) model leaves open by design: TACD requires an ambient electric field above a site-dependent threshold to drive corona onset at a grounded point, but treats...

Aleuda Rodrigues Gonçalves · 0 citations
#edge computing Open access Oct 2026

The Reader in the Mirror - Only Transformation: Memory as Stored Constraint, Reading That Cannot Fail, and a Field Read from Inside

The Reader in the Mirror Only Transformation: Memory as Stored Constraint, Reading That Cannot Fail, and a Field Read from Inside Driven by Dean A. Kulik October 2026 Abstract Only transformation exists. Memory is matter that keeps a constraint; logic is how a transformation finds its way through the constraints it mee...

Dean Kulik · 0 citations
#edge computing Open access Oct 2026

Intrinsic Mesh Swarm Computer-Aided Design (IMS-CAD)

This white paper presents the complete technical specification, mathematical foundations, system architecture, and prior art disclosure for Intrinsic Mesh Swarm Computer-Aided Design (IMS-CAD)—a novel, deterministic, coordinate-passive CAD engine designed to replace continuous Non-Uniform Rational B-Splines (NURBS) and...

Jeff Maguire · 0 citations
#edge computing Open access Oct 2026

Smart Grid Fault Detection and Restoration Using Artificial Intelligence and Edge Computing

The increasing complexity of modern power distribution networks and the integration of renewable energy sources require intelligent and reliable fault management systems. This paper presents , a smart grid framework that integrates Artificial Intelligence (AI) and edge computing for real-time fault detection, predictio...

Mrs. Anusuya Patil, Baliger Shashidhara, Harisha Kumar H. K., Nithin Kumar G. M. Avinash Naik · 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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