Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

3 January 2022

Papers citing "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"

9 / 9 papers shown

Title
Optimizing Context-Enhanced Relational Joins Viktor Sanca Manos Chatzakis Anastasia Ailamaki 88 2 0 03 Dec 2023
Efficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload Johan Kok Zhi Kang S. Tan Feng Cheng Shixuan Sun Bingsheng He 65 26 0 23 Mar 2021
NeuroCard: One Cardinality Estimator for All Tables Zongheng Yang Amog Kamsetty Sifei Luan Eric Liang Yan Duan Xi Chen Ion Stoica 67 107 0 15 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 908 42,520 0 28 May 2020
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 90 647 0 03 Oct 2018
Deep Reinforcement Learning for Join Order Enumeration Ryan Marcus Olga Papaemmanouil 67 235 0 28 Feb 2018
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 600 7,500 0 04 Apr 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 462 2,483 0 10 Mar 2017
The CTU Prague Relational Learning Repository Jan Motl Oliver Schulte 67 51 0 10 Nov 2015