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Joseph E. Gonzalez
Joseph E. Gonzalez
Professor of Computer Science, UC Berkeley
Bestätigte E-Mail-Adresse bei berkeley.edu - Startseite
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Zitiert von
Zitiert von
Jahr
{PowerGraph}: Distributed {Graph-Parallel} computation on natural graphs
JE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin
10th USENIX symposium on operating systems design and implementation (OSDI …, 2012
3368*2012
Apache spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...
Communications of the ACM 59 (11), 56-65, 2016
32072016
Judging llm-as-a-judge with mt-bench and chatbot arena
L Zheng, WL Chiang, Y Sheng, S Zhuang, Z Wu, Y Zhuang, Z Lin, Z Li, ...
Advances in Neural Information Processing Systems 36, 46595-46623, 2023
25512023
Distributed graphlab: A framework for machine learning in the cloud
Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein
arXiv preprint arXiv:1204.6078, 2012
25392012
Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality
WL Chiang, Z Li, Z Lin, Y Sheng, Z Wu, H Zhang, L Zheng, S Zhuang, ...
See https://vicuna. lmsys. org (accessed 14 April 2023) 2 (3), 6, 2023
19372023
Efficient memory management for large language model serving with pagedattention
W Kwon, Z Li, S Zhuang, Y Sheng, L Zheng, CH Yu, J Gonzalez, H Zhang, ...
Proceedings of the 29th Symposium on Operating Systems Principles, 611-626, 2023
12142023
Tune: A research platform for distributed model selection and training
R Liaw, E Liang, R Nishihara, P Moritz, JE Gonzalez, I Stoica
arXiv preprint arXiv:1807.05118, 2018
12132018
Graphlab: A new framework for parallel machine learning
Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein
arXiv preprint arXiv:1408.2041, 2014
11252014
RLlib: Abstractions for distributed reinforcement learning
E Liang, R Liaw, R Nishihara, P Moritz, R Fox, K Goldberg, J Gonzalez, ...
International conference on machine learning, 3053-3062, 2018
11162018
Graphx: A resilient distributed graph system on spark
RS Xin, JE Gonzalez, MJ Franklin, I Stoica
First international workshop on graph data management experiences and …, 2013
9402013
Carbon emissions and large neural network training
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 2021
8902021
Cloud programming simplified: A berkeley view on serverless computing
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ...
arXiv preprint arXiv:1902.03383, 2019
8722019
Skipnet: Learning dynamic routing in convolutional networks
X Wang, F Yu, ZY Dou, T Darrell, JE Gonzalez
Proceedings of the European conference on computer vision (ECCV), 409-424, 2018
7952018
Clipper: A {Low-Latency} online prediction serving system
D Crankshaw, X Wang, G Zhou, MJ Franklin, JE Gonzalez, I Stoica
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017
7792017
Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality, March 2023
WL Chiang, Z Li, Z Lin, Y Sheng, Z Wu, H Zhang, L Zheng, S Zhuang, ...
URL https://lmsys. org/blog/2023-03-30-vicuna 3 (5), 2023
6822023
Frustratingly simple few-shot object detection
X Wang, TE Huang, T Darrell, JE Gonzalez, F Yu
arXiv preprint arXiv:2003.06957, 2020
6702020
Visual transformers: Token-based image representation and processing for computer vision
B Wu, C Xu, X Dai, A Wan, P Zhang, Z Yan, M Tomizuka, J Gonzalez, ...
arXiv preprint arXiv:2006.03677, 2020
6492020
Serverless computing: One step forward, two steps back
JM Hellerstein, J Faleiro, JE Gonzalez, J Schleier-Smith, V Sreekanti, ...
arXiv preprint arXiv:1812.03651, 2018
5522018
Opaque: An oblivious and encrypted distributed analytics platform
W Zheng, A Dave, JG Beekman, RA Popa, JE Gonzalez, I Stoica
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017
4882017
Shift: A zero flop, zero parameter alternative to spatial convolutions
B Wu, A Wan, X Yue, P Jin, S Zhao, N Golmant, A Gholaminejad, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2018
4702018
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