Skip to content

Category

edge computing

2,919 papers

#edge computing Open access Sep 2026

Arcstone Executive Epistemic Series: Human-First Trust Layer, Machine-First Execution Boundary, and Hybrid Epistemic Alignment (EXEC01–EXEC03)

This publication establishes the unified Arcstone Executive Epistemic Whitepaper Series (EXEC01–EXEC03), providing the foundational theory and operational mechanics for machine-native execution boundaries and zero-operational-drag computing (C_ops = 0).INCLUDED PAPERS IN THIS BLOCK:1. ARC-PUB-2026-EXEC01: Human-First T...

Jesse Ward Tuohy · 0 citations
#edge computing Open access Sep 2026

Hardware-Adaptive Inference Orchestration: Zero-Overhead Local LLM Agents on Resource-Constrained Edge Devices

Autonomous AI agents typically rely on multi-turn ReAct loops that demand repeated system-prompt evaluation, persistent state tracking, and frequent tool selection. On constrained edge hardware—especially CPU-only devices with approximately 8 GB of RAM—this style of orchestration creates two compounding failure modes:...

Siddardha Shayini · 0 citations
#edge computing Open access Sep 2026

Edge-Based Event-Triggered Online Distributed Inexact Gradient Descent Algorithm

This work develops an edge-based event-triggered distributed inexact gradient descent algorithm that departs from the conventional requirement of full state exchange at every iteration, and shows that the static regret of every agent grows at a sublinear rate of OT provided that the step size, gradient error bound, and...

Di-Hong Luo, Shou-Wei Chen, Xiao-Ping Wu et al. · 0 citations
#edge computing Open access Sep 2026

CA-FMLOps: Evaluating Edge Filtering and Carbon-Aware Scheduling in Sustainable MLOps

Artificial intelligence can support climate mitigation, but the computing systems used to develop and operate it can also intensify energy demand, data movement, and greenhouse-gas emissions. This paper presents and evaluates CA-FMLOps—Carbon-Aware Frugal Machine Learning Operations—as a design-science framework for cl...

Savio Chacko Xavier · 0 citations
#edge computing Open access Sep 2026

There Are Two Kinds of Exactness: One Is Set by the Units, the Other Is Unmoved by Continuous Deformation ── The quantum Hall resistance is the product of the two, and the fine-structure constant can be neither, so it runs ── the separator is whether a quantity has a dimension, is an integer, or is neither ── [Paper 1058]

Paper 1056 and Paper 1057 measured that the fine-structure constant does not move with the units but moves with energy, and why it stops at low energy. Why, then, is there a quantity built from the same charge and the same Planck constant that does not move at all? This paper answers that. No new theorem or law is clai...

Yuuki Yamagishi · 0 citations
#edge computing Open access Sep 2026

The Letter-"a" sequence from EOA Encoding E5 at LCR = 3.14159: Visualizer, Reproducible Report, and Open Shift-Space Challenge

This deposit contains one finite symbolic word, the tool used to analyse it, and the report the tool produces. The word was made by applying the EOA beta-operator to a phonetic encoding called E5. The input was the spoken English letter name "a". The control parameter, LCR, was set to 3.14159. The word itself, its SHA-...

Bahaa Budargham · 0 citations
#edge computing Open access Sep 2026

Complete Characterization of Nucleons within the SRE Framework: Unified Representation of Two-State Skeleton Inversion, Quark Speculation and Nuclear Reaction Validation

This paper provides a unified and complete characterization of nucleons within the State-Relational Entropy (SRE) dynamic framework: nucleons are stable composite objects emerging from binary self-organizing networks on the tripartite Y-shaped coherent core, constrained by the two-state opening/closing of dormant edges...

Yue Lu · 0 citations
#edge computing Open access Sep 2026

There Are Two Kinds of Exactness: One Is Set by the Units, the Other Is Unmoved by Continuous Deformation ── The quantum Hall resistance is the product of the two, and the fine-structure constant can be neither, so it runs ── the separator is whether a quantity has a dimension, is an integer, or is neither ── [Paper 1058]

Paper 1056 and Paper 1057 measured that the fine-structure constant does not move with the units but moves with energy, and why it stops at low energy. Why, then, is there a quantity built from the same charge and the same Planck constant that does not move at all? This paper answers that. No new theorem or law is clai...

Yuuki Yamagishi · 0 citations
#edge computing Sep 2026

Design and implementation of intelligent building energy management system integrating Internet of Things and edge computing

Traditional centralized energy management system (EMS) has some problems, such as delayed response, low reliability and difficult data sharing. This paper proposes a distributed EMS architecture that integrates the Internet of Things (IoT) and edge computing. The system adopts a three-layer architecture of perception l...

Li Zhou · 0 citations
#edge computing Open access Sep 2026

PUH Theorem 366 (Corrigendum to T365) — The Substrate Tensor, Written Explicitly, Satisfies ρ + 3p ≥ 0; Λ Is Not in T175, and T178 Says It Need Not Be

Photonic Universe Hypothesis (PUH) — Corrigendum. WHAT IS WITHDRAWN. T365 Result 365.1 — "the cosmological constant is the gradient energy of an incompletely relaxed lattice" — IS WITHDRAWN. T365 Result 365.4 — the prediction of w slightly greater than −1 — IS WITHDRAWN WITH IT. The error was not in the reading of T175...

Brian Martell · 0 citations

From tech blogs

See all →
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.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.