Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning
Inference

Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference

3 June 2019

Deepak Narayanan

Peter Bailis

Matei A. Zaharia

Papers citing "Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference"

4 / 4 papers shown

Title
Efficient Multi-stage Inference on Tabular Data Daniel S Johnson Igor L. Markov 35 0 0 21 Mar 2023
Accelerating Deep Learning Inference via Learned Caches Arjun Balasubramanian Adarsh Kumar Yuhan Liu Han Cao Shivaram Venkataraman Aditya Akella 28 18 0 18 Jan 2021
A Tensor Compiler for Unified Machine Learning Prediction Serving Supun Nakandala Karla Saur Karla Saur Gyeong-In Yu Konstantinos Karanasos Carlo Curino Markus Weimer Matteo Interlandi 27 53 0 09 Oct 2020
Extending Relational Query Processing with ML Inference Konstantinos Karanasos Matteo Interlandi Doris Xin Fotis Psallidas Rathijit Sen ... Subru Krishnan Markus Weimer Yuan Yu R. Ramakrishnan Carlo Curino 8 61 0 01 Nov 2019