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edge computing

2,493 papers

#edge computing Open access Sep 2026

KAEL: a self-certifying lattice medium whose transport generator turns out to be curved-space Dirac evolution

KAEL is a single, dependency-free Python file (~1,800 lines, stdlib only) that builds an exact algebraic core and, on top of it, a small 2D lattice spinor medium. It runs its own 16-check self-certification on load. Everything below was independently re-derived and measured against the unmodified engine, not read off i...

Kael Tejada · 0 citations
#edge computing Open access Sep 2026

ByteBoost: A National Cybertraining Program for Cyberinfrastructure Testbed Adoption and Enhanced Research Utilizing Cutting-Edge, Specialized Computing Technologies

Emerging cyberinfrastructure (CI) testbeds offer research communities early access to novel computing architectures, but researchers often lack structured pathways for evaluating and adopting these technologies within their own workflows. ByteBoost 2.0, a National Science Foundation Cybertraining award led by the Pitts...

Paola Buitrago, David E. Carlson, Wesley Brashear et al. · 0 citations
#edge computing Book Open access Sep 2026

CP-H1-HOM-MOSCO-001: Prospective Homogenized Cell-Problem Continuum Architecture — Analytical Architecture / Pre-Theorem Hypothesis Freeze v0.1.0

This record prospectively freezes the analytical architecture of CP-H1-HOM-MOSCO-001, the homogenized cell-problem successor to the theorem-level failed CP-H1-FORM-MOSCO-001 continuum target. It is a PRE-THEOREM / PRE-NUMERICAL architecture record. No HOM cell-problem solver has been executed or inspected for this free...

Marcel Krüger · 0 citations
#edge computing Review Open access Sep 2026

Edge Computing Landscapes: A Comprehensive Taxonomy and State-of-the-Art Analysis

This paper outlines research directions to enable the development and deployment of cloud-to-edge and cloud-to-thing computing environments in the future and presents future research challenges such as hardware heterogeneity, network dynamics, and the development of energy-efficient edge systems.

K. M. Meena Kumari, Rajesh Kumar, Naveen Monga · 0 citations
#edge computing Dataset Open access Sep 2026

The unit-distance number of 22 points: u(22) = 60, with checked certificates (Artificial Wasteland)

No set of 22 points in the plane has 61 unit distances, so A186705(22) = 60, the value Alexeev, Mixon and Parshall bracketed as 60 or 61 in 2024. The method is theirs, reimplemented: canonical augmentation of the forbidden-subgraph-free graphs with 22 vertices and 61 edges, pruned at every level by six totally unfaithf...

Artificial Wasteland · 0 citations
#edge computing Open access Sep 2026

Orientation as Holonomy of the Reader Configuration Space

Orientation as Holonomy of the Reader Configuration Space Driven by Dean A. Kulik September 2026 Abstract A finite reader partitions a cell set into m sectors and observes a permutation T through the sector-to-sector transition table C(T). Because T is a bijection, the antisymmetric part A = C − Cᵀ has zero row sums an...

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

Deadline-Paced Patrol with Goal-Conditioned Multi-Agent Reinforcement Learning for Sensing-Limited UAV-Assisted Mobile Edge Computing

Computing services can be extended to infrastructure-limited areas through unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC). However, service provision continues to be challenging when spatially clustered ground users (GUs) are initially unknown and their intermittent workloads expire within finite va...

Ming-Yu Lee, Soohyun Kim, Jeongho Kim et al. · 0 citations
#edge computing Book Open access Sep 2026

CP-H1-HOM-MOSCO-001: Prospective Homogenized Cell-Problem Continuum Architecture — Analytical Architecture / Pre-Theorem Hypothesis Freeze v0.1.0

This record prospectively freezes the analytical architecture of CP-H1-HOM-MOSCO-001, the homogenized cell-problem successor to the theorem-level failed CP-H1-FORM-MOSCO-001 continuum target. It is a PRE-THEOREM / PRE-NUMERICAL architecture record. No HOM cell-problem solver has been executed or inspected for this free...

Marcel Krüger · 0 citations
#edge computing Review Open access Sep 2026

Editorial: Artificial Intelligence-Driven Information Security and Privacy Enhancement Technologies

The rapid development of digitalization and intelligent computing has reshaped the technical foundations of information systems, data services, industrial platforms, and networked infrastructures. At the same time, it has also intensified the risks associated with information security, privacy protection, and trustwort...

Jing-Sha He, Dragan Peraković, B. Ray · 0 citations
#edge computing Open access Sep 2026

New edge proposed: three_day_high_low_breakout_reversal — E8 Intelligence Research

{ "name": "three_day_high_low_breakout_reversal", "source": "Larry Williams' 'Long-Term Secrets to Short-Term Trading' (three-day high/low reversal pattern)", "type": "entry_engine", "rule": "If today's low is the lowest low of the last 3 days AND the close is above the prior day's high, go long at the close; if today'...

Andrew Stewart Caldin · 0 citations
#edge computing Open access Sep 2026

ferinazumaDEV/politeclient: v0.1.2

Deprecated Python below 3.11 is compatibility, not support. The floor becomes 3.11 in 0.2.0 (3.10 reaches end of life in October 2026). Nothing changes within 0.1.x; CI keeps running on every version the package still declares. Fixed RetryPolicy.backoff_for no longer raises OverflowError past attempt ~1024. 2 ** attemp...

Fernando Aporta Franco · 0 citations
#edge computing Open access Sep 2026

A Universal, Options-Free, One-Byte Market-State Primitive: Cross-Asset Transfer, Distributional-Novelty Detection, and Privacy-Preserving Federation

A Universal, Options-Free, One-Byte Market-State Primitive (v2 — with a hardened bond-volatility addendum) Randolph James Ferlic, M.D., and Kimberly Kate Ferlic (Fieldstone Analytics, LLC). Version 2, Zenodo, CC-BY 4.0. v1 DOI 10.5281/zenodo.22116173. Version 2 note. This version adds a short addendum that deepens the...

Randolph James Ferlic, Kimberly Kate Ferlic · 0 citations

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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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