As AI demand outpaces the availability of high-quality training data, synthetic data offers a path forward. We unpack how synthetic datasets help teams overcome data scarcity to build production-ready ...

Discover the 10 best infrastructure monitoring tools for enterprises in 2026, featuring AI-powered insights, real-time visibility, and scalable deployment to prevent downtime and optimize performance.

Abstract: Sliding cardinality estimation is crucial in many data analysis scenarios, e.g., detecting abnormal network behav-iors by monitoring unique connections in real time, detecting fraud in ...

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

Non-duplicate sampling (NDS) is a recently proposed technique that selects items from a data stream with probability p only on their first appearance, effectively handling duplicate items. While NDS ...

This project NLToSql-Phi3_ServerlessDeployment.py demonstrates how to use the Phi-3 model deployed as a serverless API in Azure to convert natural language queries to SQL queries. The project includes ...