2 citations · 3 across the 3 of their papers we have counts for
4 papers
Towards an AI Software Factory for Data Systems
Anna Pavlenko, Bogdan Crivat, Brandon Haynes +23
AI-assisted coding tools deliver significant acceleration of coding, but only limited impact across the end-to-end software development lifecycle (SDLC)--an Amdahl's law effect! In…
GraphMind: From Operational Traces to Self-Evolving Workflow Automation
Yiwen Zhu, Joyce Cahoon, Anna Pavlenko +13
Complex operational workflows coordinating personnel, tools, and information are central to system operations, yet end-to-end automation remains challenging due to extensive human…
QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting
Qiushi Bai, Sadeem Alsudais, Chen Li
SQL query performance is critical in database applications, and query rewriting is a technique that transforms an original query into an equivalent query with a better performance.…
Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints
Qiushi Bai, Sadeem Alsudais, Chen Li +1
We consider data-visualization systems where a middleware layer translates a frontend request to a SQL query to a backend database to compute visual results. We study the problem o…