IEEE

AutoTomo: Learning-Based Traffic Estimator Incorporating Network Tomography

Abstract: Estimating the Traffic Matrix (TM) is a critical yet resource-intensive process in network management. With the advent of deep learning models, we now have the potential to learn the inverse ...
IEEE

Leveraging Variational Autoencoders for Parameterized MMSE Estimation

Abstract: In this manuscript, we propose to use a variational autoencoder-based framework for parameterizing a conditional linear minimum mean squared error estimator ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
GitHub

VillageSQL Server

VillageSQL is the innovation platform for MySQL and a new path for MySQL in the agentic AI era. VillageSQL Server is an open-source tracking fork of MySQL 8.4.6 LTS that introduces the VillageSQL ...