Geoffrey X. Yu

According to our database, Geoffrey X. Yu authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes.

Tim Kraska, Tianyu Li, Samuel Madden, Markos Markakis, Amadou Ngom, Ziniu Wu, Geoffrey X. Yu

Proc. VLDB Endow., 2023

2022

TreeLine: An Update-In-Place Key-Value Store for Modern Storage.

Geoffrey X. Yu, Markos Markakis, Andreas Kipf, Per-Åke Larson, Umar Farooq Minhas, Tim Kraska

Proc. VLDB Endow., 2022

2021

Computational Performance Predictions for Deep Neural Network Training: A Runtime-Based Approach.

Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko

CoRR, 2021

Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training.

Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

2020

Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training.

Geoffrey X. Yu, Tovi Grossman, Gennady Pekhimenko

Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020