Geoffrey X. Yu

According to our database, Geoffrey X. Yu authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD.

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

Proc. VLDB Endow., July, 2024

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version.

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

CoRR, 2024

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