A Declarative System for Optimizing AI Workloads

1 code implementation • 23 May 2024 • Chunwei Liu, Matthew Russo, Michael Cafarella, Lei Cao, Peter Baille Chen, Zui Chen, Michael Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano

We describe the workload of AI-powered analytics tasks, the optimization methods that Palimpzest uses, and the prototype system itself.

Detecting Layout Templates in Complex Multiregion Files

1 code implementation • 14 Sep 2021 • Gerardo Vitagliano, Lan Jiang, Felix Naumann

We present the Mondrian approach to automatically identify layout templates across multiple files and systematically extract the corresponding regions.

Management Table Recognition