Joseph E. Gonzalez

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Ion StoicaProfessor of Computer Science, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Ken GoldbergProfessor, UC Berkeley and UCSFDirección de correo verificada de berkeley.edu
Joseph HellersteinJim Gray Professor of the Graduate School, UC BerkeleyDirección de correo verificada de berkeley.edu
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyDirección de correo verificada de eecs.berkeley.edu
Michael FranklinUniversity of ChicagoDirección de correo verificada de uchicago.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Xin WangMicrosoft AI, UC BerkeleyDirección de correo verificada de berkeley.edu
Kurt KeutzerProfessor of the Graduate School, EECS, University of California, BerkeleyDirección de correo verificada de berkeley.edu
Carlos GuestrinProfessor, Stanford UniversityDirección de correo verificada de stanford.edu
Matei ZahariaUC Berkeley and DatabricksDirección de correo verificada de berkeley.edu
Alvin WanResearch Scientist, AppleDirección de correo verificada de apple.com
Ankur DaveSoftware Engineer, DatabricksDirección de correo verificada de eecs.berkeley.edu
Daniel CrankshawGraduate Student, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Brijen ThananjeyanSenior Research Scientist, Ambi RoboticsDirección de correo verificada de ambirobotics.com
Vikram SreekantiUC BerkeleyDirección de correo verificada de berkeley.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyDirección de correo verificada de stat.berkeley.edu
Bichen WuStealth Startup. ex GenAI at Meta, UC BerkeleyDirección de correo verificada de berkeley.edu
Danny BicksonSr. Manager, AppleDirección de correo verificada de cs.cmu.edu
Reynold XinDatabricksDirección de correo verificada de databricks.com
Johann Schleier-SmithUC BerkeleyDirección de correo verificada de berkeley.edu

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Joseph E. Gonzalez

Professor of Computer Science, UC Berkeley

Dirección de correo verificada de berkeley.edu - Página principal

Machine Learning Computer Systems


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
{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	3366*	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	3209	2016
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	2583	2023
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	2538	2012
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	1946	2023
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	1233	2023
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	1221	2018
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	1125	2014
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	1120	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	941	2013
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	898	2021
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	874	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	797	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	778	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	684	2023
Frustratingly simple few-shot object detection X Wang, TE Huang, T Darrell, JE Gonzalez, F Yu arXiv preprint arXiv:2003.06957, 2020	677	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	654	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	553	2018
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	490	2017
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	471	2018

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