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edge computing

2,908 papers

#edge computing Dataset Open access Oct 2026

Calibrated multi-modal transport networks for Switzerland

Cleaned OpenStreetMap-derived walk, bike, and car networks for Switzerland (plus a cross-border buffer for realistic frontier-cell routing), with per-edge calibrated travel durations. These are the networks used to compute the companion accessibility metrics dataset: https://doi.org/10.5281/zenodo.21410968. Contents 1)...

Marco Miotti, Arnór B. Elvarsson, Yves M. Räth et al. · 0 citations
#edge computing Dataset Open access Oct 2026

Multiband SMR, ICC and ICLD Dataset of Grammy-Nominated Tracks (1995–2026)

Description This repository contains the derived audio features, statistical results, robustness analyses, and Python source code accompanying: Long-Term Changes in Multiband Stereo Characteristics of Grammy-Nominated Popular Music Recordings (1995–2026) The study analyzes 536 Grammy-nominated recordings from 1995–2026...

Jooyoung Kim · 0 citations
#edge computing Open access Oct 2026

The Pentachoric Tower and the Riemann Hypothesis: Unconditional Results and a Conditional Reduction

From the prime sequence, a free scale constant, and a selection predicate, we prove three things. The selected polytope is the 4-simplex Σ4Σ4​. The Hessian of its squared volume at the regular point is (l6/2304)(−5I+2A)(l6/2304)(−5I+2A), with spectrum +7,−3,−9+7,−3,−9 and signature (+1,−9)(+1,−9). Every S5S5​-invariant...

Timothy Poschel · 0 citations
#edge computing Open access Oct 2026

Void Network Geometry and Bell Non-Locality: Withdrawal of the c√(3/2) Propagation Speed

Version 1.0 of this record claimed that the octahedral-void network of the BCC Planck foam has nearest-neighbour spacing shorter than the bubble spacing, and that voids therefore propagate at c_V = c√(3/2) ≈ 1.22c, supplying a finite-speed mechanism for Bell non-locality. That result is withdrawn. Two errors are identi...

Luke Martin · 0 citations
#edge computing Open access Oct 2026

A Stable Dyon of Unit Electric Charge at the LHC: The Acceptance Gap of the Existing Searches and a Tracker Based Search to Close It

A stable spin one half particle with unit electric charge and one Dirac unit of magnetic charge is examined at 1.86 TeV, with a 3 TeV monopole as a second benchmark. In the ATLAS barrel it reaches the electromagnetic calorimeter only if its initial velocity exceeds 0.45c at central rapidity and 0.62c at the edge of the...

Robert Bruce Ware · 0 citations
#edge computing Open access Oct 2026

A Stable Dyon of Unit Electric Charge at the LHC: The Acceptance Gap of the Existing Searches and a Tracker Based Search to Close It

A stable spin one half particle with unit electric charge and one Dirac unit of magnetic charge is examined at 1.86 TeV, with a 3 TeV monopole as a second benchmark. In the ATLAS barrel it reaches the electromagnetic calorimeter only if its initial velocity exceeds 0.45c at central rapidity and 0.62c at the edge of the...

Robert Bruce Ware · 0 citations
#edge computing Open access Oct 2026

Deploying LLM Inference on a Repurposed UMA APU: Transferable Lessons from a Vulkan-Only, 16 GB Edge Platform

Cost-driven interest in running large language models (LLMs) on non-mainstream silicon outpaces the maturity of the surrounding software stacks. This paper uses one such platform, the AMD BC-250 (a repurposed cryptocurrency-mining board with a GFX1013 "Cyan Skillfish" accelerated processing unit (APU), 16 GB of unified...

Artur Andrzejczak · 0 citations
#edge computing Review Open access Oct 2026

On-Device Multimodal Small Language Models for Privacy- Preserving Edge Intelligence Through Quantization Pruning Distillation and Energy-Efficient Inference

This review examines architectures, compression techniques, privacy mechanisms, and energy-efficient inference strategies for multimodal small language models operating on smartphones, wearables, vehicles, robots, cameras, and embedded Internet of Things platforms, and develops a deploymentcentric taxonomy.

Stanley Nwakamma · 1 citation
#large language models Open access Oct 2026

Deploying LLM Inference on a Repurposed UMA APU: Transferable Lessons from a Vulkan-Only, 16 GB Edge Platform

Cost-driven interest in running large language models (LLMs) on non-mainstream silicon outpaces the maturity of the surrounding software stacks. This paper uses one such platform, the AMD BC-250 (a repurposed cryptocurrency-mining board with a GFX1013 "Cyan Skillfish" accelerated processing unit (APU), 16 GB of unified...

Artur Andrzejczak · 0 citations
#edge computing Preprint Oct 2026

The Zero Forcing Number of Graph Powers

The $k$-th power of a simple graph $G$, denoted $G^k$, is the graph with vertex set $V(G)$ where two vertices are adjacent if they are within distance $k$ in $G$. We investigate the zero forcing number of graph powers. Powers of graphs are much denser and generally not encompassed by existing results on zero forcing of...

A. Abiad, Mary Flagg, Sina Ghasemi Nezhad et al. · 0 citations
#edge computing Preprint Oct 2026

The cost of each side condition in a gauged logical measurement

A logical measurement reads out protected information, and the noise it survives sets how much a quantum computation can absorb. Gauging builds one from a graph on the measured qubits, one extra qubit on each edge, turning a global operator into local parity checks. Its tolerance splits in two: the distance of the code...

S. An, Fu-Sheng Yang · 0 citations
#edge computing Preprint Oct 2026

Seed thresholds and degree variance in heterogeneous bootstrap percolation with growing degrees

We study bootstrap percolation with independent vertex thresholds taking values one and two, with threshold-one probability $(1-c/d)/d$ for fixed $c>0$. The seed set is chosen uniformly among sets of a prescribed deterministic size, independently of the graph and thresholds. We prove threshold statements at fixed relat...

Александр Вячеславович Родионов · 0 citations

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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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