Joseph E. Gonzalez 个人学术档案

引用次数

	总计	2019 年至今
引用	33398	26005
h 指数	74	68
i10 指数	189	178

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Ion StoicaProfessor of Computer Science, UC Berkeley在 cs.berkeley.edu 的电子邮件经过验证
Ken GoldbergProfessor, UC Berkeley and UCSF在 berkeley.edu 的电子邮件经过验证
Joseph HellersteinJim Gray Professor of Computer Science, UC Berkeley在 berkeley.edu 的电子邮件经过验证
Michael FranklinLiew Family Chair of Computer Science, University of Chicago在 uchicago.edu 的电子邮件经过验证
Trevor DarrellProfessor of Computer Science, U.C. Berkeley在 eecs.berkeley.edu 的电子邮件经过验证
Xin WangMicrosoft AI, UC Berkeley在 berkeley.edu 的电子邮件经过验证
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley在 cs.berkeley.edu 的电子邮件经过验证
Carlos GuestrinProfessor, Stanford University在 stanford.edu 的电子邮件经过验证
Kurt KeutzerProfessor of the Graduate School, EECS, University of California, Berkeley在 berkeley.edu 的电子邮件经过验证
Ankur DaveSoftware Engineer, Databricks在 eecs.berkeley.edu 的电子邮件经过验证
Alvin WanResearch Scientist, Apple在 apple.com 的电子邮件经过验证
Daniel CrankshawGraduate Student, UC Berkeley在 cs.berkeley.edu 的电子邮件经过验证
Brijen ThananjeyanResearch Scientist, Ambi Robotics在 ambirobotics.com 的电子邮件经过验证
Vikram SreekantiUC Berkeley在 berkeley.edu 的电子邮件经过验证
Danny BicksonSr. Manager, Apple在 cs.cmu.edu 的电子邮件经过验证
Matei ZahariaUC Berkeley and Databricks在 berkeley.edu 的电子邮件经过验证
Bichen WuGenAI at Meta, UC Berkeley在 berkeley.edu 的电子邮件经过验证
Michael MahoneyProfessor of Statistics, UC Berkeley在 stat.berkeley.edu 的电子邮件经过验证
Reynold XinDatabricks在 databricks.com 的电子邮件经过验证
Richard LiawAnyscale在 berkeley.edu 的电子邮件经过验证

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Joseph E. Gonzalez

Professor of Computer Science, UC Berkeley

在 berkeley.edu 的电子邮件经过验证 - 首页

Machine Learning Computer Systems


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
{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	3237*	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	2989	2016
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	2498	2012
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	1098	2014
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, 2024	978	2024
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	958	2018
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	929	2013
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	926	2018
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	908	2023
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	729	2019
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	700	2018
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	660	2017
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	631	2021
Frustratingly simple few-shot object detection X Wang, TE Huang, T Darrell, JE Gonzalez, F Yu arXiv preprint arXiv:2003.06957, 2020	540	2020
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	501	2020
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	485	2018
Graphlab: A new parallel framework for machine learning Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein Conference on uncertainty in artificial intelligence (UAI) 20, 2010	454	2010
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	442	2017
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	435	2023
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	422	2018

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