AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
Category
2,981 papers
These demonstrations show that Skywing supports diverse decentralized algorithms while separating mathematical logic from communication and execution infrastructure, and serves as both a deployment framework for decentralized applications and a research platform for developing resilient mathematical algorithms.
A versatile DS2D system that supports cooperative task offloading and non-cooperative access monitoring, and Transformer-based models to enable blind signal detection and automatic modulation classification (AMC) are proposed.
We show that it is possible to compute the adiabatically protected edge and corner states of semi-infinite, two-dimensional, topological insulators by considering the first layer of lattice sites, what we call the"edge chain,"independently from the bulk. We start by accepting this claim as an ansatz, then, using the Sh...
This work proposes an algorithm that approximates the number of spanning trees in $\widetilde O(m+n^{7/4}\eps^{-3/2})$ time on a graph with $n$ vertices and $m$ edges and is based on the novel concept of $\ell_1$-regularized resistance.
Reach audiences
Advertise in front of researchers, engineers, and readers.
🔗 This paper is accompanied by open-source software and a fully reproducible pipeline. Code and data-generation scripts are available at:https://github.com/ChristosTsirkas/corpus-validation-for-undeciphered-scripts-linear-aLicense: https://github.com/ChristosTsirkas/corpus-validation-for-undeciphered-scripts-linear-a/...
Research data and analysis code accompanying the article Two-input reconstruction of the biaxial first-yield envelope of elliptically perforated auxetic sheets, under review. The deposit contains four things. (1) The periodic-homogenization source code and the 18-node wedge finite-element kernel that produced every eff...
A searchable, cross-referenced Unicode corpus of the official Sixth Buddhist Council (Chaṭṭha Saṅgāyana) recension of the Pāḷi Tipiṭaka with its Aṭṭhakathā (commentaries) and Ṭīkā (subcommentaries) — 118 volumes, 89,512 paragraphs — converted from the legacy VZTimes-font edition published by the Ministry of Religious A...
This Zenodo archive deposits the foundational research white paper series for the **IronClad AI Agent**, a Rust-native autonomous agent orchestration runtime engineered specifically for local Large Language Models (LLMs) executing under strict consumer hardware constraints (8–24 GB VRAM, finite 8K–32K context windows,...
Research data and analysis code accompanying the article Two-input reconstruction of the biaxial first-yield envelope of elliptically perforated auxetic sheets, under review. The deposit contains four things. (1) The periodic-homogenization source code and the 18-node wedge finite-element kernel that produced every eff...
Two structural results on the possibility of a genuinely noncommutative arithmetic thermodynamics. First, a universal no-go, the abelian scaling bottleneck: for a right LCM semigroup with scalar one-parameter dynamics driven by a multiplicative weight N, every KMS state is tracial on the gauge-fixed algebra, the classi...
This paper proposes a novel approach to real-time visual processing leveraging the principles of neuromorphic computing. The core aim is to design and implement a system capable of efficient image recognition and processing with reduced power consumption. The methodology centers on mimicking the biological visual syste...
This paper introduces a novel quantum state computation model based on graph structures, leveraging the inherent properties of quantum states to enable adaptive computation. Traditional quantum computing approaches often struggle with complex quantum states, presenting a significant challenge for efficient computation....
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.
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
Education Innovation
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…
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
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.
