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edge computing

2,497 papers

#edge computing Open access Sep 2026

Operational Friction Theory: Race-Opening, Recursive Resolution, Manifested Behaviour, and Thermodynamic Termination

One proposed mechanism, four components, many phenomena. This paper specifies the race-architecture for learning organisms — race-opening, recursive resolution, behaviour-as-a-manifested-route, and thermodynamic termination — and shows it recovers Yerkes-Dodson, the peak-end rule, substrate-graded expertise reversal, c...

Tomas Pødenphant Lund · 0 citations
#edge computing Open access Sep 2026

Inter-Containment Critical Cross-Sections and the NANOGrav 15-year Gravitational-Wave Background: Spectral Tests with Corrected Posteriors, a Falsification Record, and the Redshift-Broadening Mechanism Working Paper v1.2 — far-from-critical consistency, linear-size numerics (β∞ = 1.51) and the linear-size convention

We test the gravitational-wave background (GWB) spectral consequences of the inter-containment framework against the corrected NANOGrav 15-year free-spectrum posteriors (v2.0.0, Zenodo 21844115; v1.x posteriors were biased by a parallel-tempering bug, erratum ApJL 1006 L67). Using the factorized ceffyl likelihood with...

wei Liu · 0 citations
#edge computing Open access Sep 2026

Analysis code and outputs: cryptocurrency designation reaches the addresses that moved the money, not the infrastructure that carries it

Code and analysis outputs supporting the manuscript. Every quantity reported in the paper is drawn from the JSON files in analysis/, each produced by a script in scripts/. The study uses three kinds of data: the complete on-chain USDT histories of the 490 addresses named in Israeli counter-terrorism seizure orders and...

Qian'ang Mao, Jiaxin Wang, Jiaqi Yan · 0 citations
#edge computing Open access Sep 2026

Minimal Computing Cosmology 2.3.2: Why Our Universe Is Made of Matter

Minimal Computing Cosmology 2.3.2 presents a cumulative cosmological framework built on the WRRA Core and the principle of minimum sufficient computation. The universe is not assumed to be uniquely designed, perfectly optimized, or metaphysically privileged. It is treated as a surviving execution structure that perform...

Wonsik Choi · 0 citations
#edge computing Open access Sep 2026

WaterSoftHack: Best Practices for Advancing Cyberinfrastructure and Machine Learning Training in Water Science

The 2026 cycle added a three-day module on cloud and edge computing, delivered 21 to 23 July to all 17 Fellows. Each day paired a two-hour lecture with a one-hour hands-on workshop, and one scenario ran across all three days: a real-time flood early-warning system built from a network of USGS stream gauges.Day 1, Cloud...

Bijaya Adhikari · 0 citations
#edge computing Open access Sep 2026

BigLeak‑Hurrican‑Cosmology + DEFT - Latest version September 2026

Short Summary The BigLeak Hurrican Cosmology is an alternative model of the universe that tries to explain all major cosmological observations without Dark Matter, without Dark Energy, and without the Λ‑term. Instead of adding new particles or unknown energy forms, the model builds the universe from one single fundamen...

Harald Peter Joseph Engelhardt · 0 citations
#edge computing Open access Sep 2026

WaterSoftHack: Best Practices for Advancing Cyberinfrastructure and Machine Learning Training in Water Science

The 2026 cycle added a three-day module on cloud and edge computing, delivered 21 to 23 July to all 17 Fellows. Each day paired a two-hour lecture with a one-hour hands-on workshop, and one scenario ran across all three days: a real-time flood early-warning system built from a network of USGS stream gauges.Day 1, Cloud...

Bijaya Adhikari · 0 citations
#edge computing Open access Sep 2026

Adaptive Hybrid Quantization Framework for Real-Time Speculative Decoding in Edge-Cloud Systems

High-throughput inference for Large Language Models (LLMs) remains bottlenecked by memory bandwidth constraints and compute latency, particularly in hybrid edge-cloud topologies. This paper proposes an Adaptive Hybrid Quantization (AHQ) framework integrated with real-time speculative decoding. By dynamically allocating...

Bashar Mohammed Ali Ghaleb · 0 citations
#edge computing Open access Sep 2026

Physical Cybernetics: Restoring Substrate, Homeostasis, and Continuous Dynamics 70 Years After the Dartmouth Divergence

Physical Cybernetics: Restoring Substrate, Homeostasis, and Continuous Dynamics 70 Years After the Dartmouth Divergence Special 70th Anniversary Commemorative Treatise (1956–2026)Series: QN-PC-2026-V1.0 | Completed: August 2026 | Published: September 2026 Abstract Background: In the summer of 1956, the Dartmouth Summer...

Steven K · 0 citations
#edge computing Open access Sep 2026

Minimal Computing Cosmology 2.3.2: Why Our Universe Is Made of Matter

Minimal Computing Cosmology 2.3.2 presents a cumulative cosmological framework built on the WRRA Core and the principle of minimum sufficient computation. The universe is not assumed to be uniquely designed, perfectly optimized, or metaphysically privileged. It is treated as a surviving execution structure that perform...

Wonsik Choi · 0 citations
#edge computing Open access Sep 2026

Inter-Containment Critical Cross-Sections and the NANOGrav 15-year Gravitational-Wave Background: Spectral Tests with Corrected Posteriors, a Falsification Record, and the Redshift-Broadening Mechanism Working Paper v1.2 — far-from-critical consistency, linear-size numerics (β∞ = 1.51) and the linear-size convention

We test the gravitational-wave background (GWB) spectral consequences of the inter-containment framework against the corrected NANOGrav 15-year free-spectrum posteriors (v2.0.0, Zenodo 21844115; v1.x posteriors were biased by a parallel-tempering bug, erratum ApJL 1006 L67). Using the factorized ceffyl likelihood with...

wei Liu · 0 citations
#edge computing Open access Sep 2026

Adaptive Hybrid Quantization Framework for Real-Time Speculative Decoding in Edge-Cloud Systems

High-throughput inference for Large Language Models (LLMs) remains bottlenecked by memory bandwidth constraints and compute latency, particularly in hybrid edge-cloud topologies. This paper proposes an Adaptive Hybrid Quantization (AHQ) framework integrated with real-time speculative decoding. By dynamically allocating...

Bashar Mohammed Ali Ghaleb · 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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