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Geoffrey Yu
Geoffrey Yu
mit.edu의 이메일 확인됨 - 홈페이지
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Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training
GX Yu, Y Gao, P Golikov, G Pekhimenko
2021 USENIX Annual Technical Conference (USENIX ATC '21), 503-521, 2021
662021
Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training
GX Yu, T Grossman, G Pekhimenko
Proceedings of the 33rd Annual ACM Symposium on User Interface Software and …, 2020
162020
TreeLine: an update-in-place key-value store for modern storage
GX Yu, M Markakis, A Kipf, PÅ Larson, UF Minhas, T Kraska
Proceedings of the VLDB Endowment 16 (1), 2022
122022
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes
T Kraska, T Li, S Madden, M Markakis, A Ngom, Z Wu, GX Yu
Proceedings of the VLDB Endowment 16 (11), 3293-3301, 2023
52023
TBD Suite: Benchmarking and Profiling Tools for DNNs
GX Yu, H Zhu, A Jayarajan, B Zheng, A Tiwari, G Pekhimenko
Conference on Machine Learning and Systems (MLSys'19), Demonstration Track, 2019
2019
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