Skip to content

Category

edge computing

3,069 papers

#artificial intelligence Preprint Sep 2026

PPO-STGNN: A Proximal Policy Optimization Approach with Spatio-Temporal Graph Neural Networks for DAG Task Scheduling in Cloud-Edge-End Computing

With the rapid development of the Internet of Things, computation intensive directed acyclic graph (DAG) tasks have become increasingly common in cloud-edge-end collaborative environments. However, cloud, edge, and end nodes are highly heterogeneous in computing capacity, network bandwidth, and energy consumption, whic...

Yan Qi, Chen-Wei Wang, Zi-Han Shen et al. · 0 citations
#artificial intelligence Preprint Sep 2026

AutoGraphForge: Towards Automated Graph Theory Discovery

This project reports on the ongoing project to develop a computational pipeline, AutoGraphForge, for an automated graph-theoretic conjecturing-refuting-formalizing-proving system, and reports on the conjectures that survived the refutation dataset, the novelty filter and every active-search run.

Ján Pastorek · 0 citations
#edge computing Open access Sep 2026

The RAPS Dome: A Distributed Multimodal Passive Sensor-Fusion Architecture for Edge-Networked Monitoring and Bayesian Decision Support

This manuscript presents the RAPS Dome as a distributed, passive, multimodal sensor-fusion architecture for edge-networked monitoring and Bayesian decision support. The system extends the earlier Sensor Dome concept by combining distributed acoustic sensing (DAS), acoustic and infrasound arrays, encapsulated heterodyne...

Marcel Krüger, Don Feeney, Jacobo Rodríguez · 0 citations
#edge computing Open access Sep 2026

Graph-Based Quantum Computation Algorithm

This paper presents a novel quantum computation algorithm based on graph theory, aiming to simplify quantum computations by leveraging graph structure characteristics. Traditional quantum computing often struggles with efficiently utilizing graph structures, leading to complex algorithms. Our approach transforms the co...

Jincheng Zhang · 0 citations
#edge computing Open access Sep 2026

Topological Information-Driven Quantum Computation Topology Evolution

This paper explores the application of topological information to quantum computation, focusing on the evolution of quantum states through topological structures. The core claim is to design an algorithm that simulates the topological evolution of quantum states, allowing for predictive analysis of future quantum compu...

Jincheng Zhang · 0 citations
#edge computing Book Sep 2026

Foundations of Technologies

This chapter examines three technology families that have drawn attention from supply chain researchers and practitioners: blockchain, augmented and virtual reality (AR/VR), and edge computing. The argument is not simply that each yields operational benefits, but that their significance lies in addressing complementary...

Ashish Gupta, Ergashev Nuriddin Gayratovich, Begimov Uktam et al. · 0 citations
#edge computing Open access Sep 2026

Following Energy Through a Hydrostatic Transmission: an interactive hydraulic dynamometer laboratory for fluid power instruction

A self-contained browser-based laboratory activity built around a hydrostatic transmission. A prime mover drives a fixed-displacement pump, the pump drives a fixed-displacement hydraulic motor through a hose, and an eddy-current brake absorbs the motor's output. Both machines are carried on trunnions with a torque arm...

A. Bulent Koc · 0 citations
#edge computing Open access Sep 2026

StructuralCognition Theory II: Applications, Implementation, and Social Implications

This technical report introduces a cloud-native architecture designed to implement the Cognitive Edge Emergence Model (CEEM). Traditional language model generation relies heavily on generic associations and external valence inferences. In contrast, this architecture establishes an individual-specific, self-reinforcing...

Takahiro Ikeda · 0 citations
#edge computing Open access Sep 2026

Why Fisher's exact test is least exact where it matters most: achieved size, wasted power, and a routing rule for 2x2 tables -- m02d Reproducibility deposit

Why Fisher's exact test is least exact where it matters most: achieved size, wasted power, and a routing rule for 2×2 tables William J. Dwyer, MD, MPH, FAAP — Department of Mathematics and Statistics, University of Massachusetts Lowell. ORCID 0009-0004-0855-7222. Concept DOI (always resolves to the latest version): 10....

William Dwyer · 0 citations
#edge computing Open access Sep 2026

Symplectic Symmetries in Selmer Ranks of Quadratic Twists — E8 Intelligence Research

FINDING: Selmer group ranks in quadratic twist families of elliptic curves are governed by symplectic root system symmetries, with mod-2 torsion modules exhibiting congruence structures tied to Weyl group actions. | MATH: 2-Selmer rank parity in quadratic twists \(E^{(d)}: dy^2 = x^3 + ax + b\) — the parity conjecture...

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

100k-Core 5D Architecture: Catching AlphaFold's 4.143 Å Tether Violations - RJW

Macromolecular structure prediction remains limited by the $O(N^2)$ scaling of non-bonded interaction evaluations and the absence of strict physical boundary conditions in purely statistical deep-learning models. In the published SARS-CoV-2 spike glycoprotein protomer model (AF-P0DTC2), sequential $C\alpha$ distances r...

Robert Weber · 0 citations
#edge computing Open access Sep 2026

STREAM-BSG: A Streaming Graph Architecture for Real-Time Fraud Detection in B2B Payment Networks

STREAM-BSG maintains an incremental buyer-supplier graph in a streaming state store and computes a 49-dimensional feature vector online - 15 node, 18 edge, 14 subgraph, and 2 current-row change-detection features - before classification with XGBoost. It targets business-to-business payment fraud rather than the busines...

Abhishek Sharma · 0 citations

From tech blogs

See all →
Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

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.