Matei Zaharia
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Matei Zaharia is a person.
- See: Shark System, Spark SQL Module, MLlib, DSPy.
References
2023
- (Chen, Zaharia and Zou, 2023) ⇒ Lingjiao Chen, Matei Zaharia, and James Zou. (2023). “How is ChatGPT's Behavior Changing over Time?.” In: arXiv preprint arXiv:2307.09009. doi:10.48550/arXiv.2307.09009
- (Singhvi et al., 2023) ⇒ Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, and Omar Khattab. (2023). “DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines.” arXiv preprint arXiv:2312.13382
2021
- (Liang, Tadesse et al., 2022) ⇒ Weixin Liang, Girmaw Abebe Tadesse, Daniel Ho, L. Fei-Fei, Matei Zaharia, Ce Zhang, and James Zou. (2022). “Advances, Challenges and Opportunities in Creating Data for Trustworthy AI.” Nature Machine Intelligence 4, no. 8
- (Bommasani et al., 2021) ⇒ Rishi Bommasani, Drew A Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W Thomas, Florian Tramèr, Rose E Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang. (2021). “On the Opportunities and Risks of Foundation Models.” arXiv preprint arXiv:2108.07258.
2020
- (Armbrust et al., 2020) ⇒ Michael Armbrust, Tathagata Das, Liwen Sun, Burak Yavuz, Shixiong Zhu, Mukul Murthy, Joseph Torres, Herman van Hovell, Adrian Ionescu, Alicja Łuszczak, Michał ́Switakowski, Michał Szafranski, Xiao Li, Takuya Ueshin, Mostafa Mokhtar, Peter Boncz1, Ali Ghodsi, Sameer Paranjpye, Pieter Senster, Reynold Xin, and Matei Zaharia. (2020). “Delta Lake: High-Performance ACID Table Storage OverCloud Object Stores.” In: Proceedings of VLDB-2020.
2016
- (Meng et al., 2016) ⇒ Xiangrui Meng, Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, DB Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar. (2016). “Mllib: Machine Learning in Apache Spark.” The Journal of Machine Learning Research, 17(1).
2015
- (Armbrust et al., 2015) ⇒ Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, and Matei Zaharia. (2015). “Spark SQL: Relational Data Processing in Spark.” In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ISBN:978-1-4503-2758-9 doi:10.1145/2723372.2742797
2013
- (Xin et al., 2013) ⇒ Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, and Ion Stoica. (2013). “Shark: SQL and Rich Analytics at Scale.” In: Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data. ISBN:978-1-4503-2037-5 doi:10.1145/2463676.2465288
2012
- (Zaharia et al., 2012) ⇒ Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, and Ion Stoica. (2012). “Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing.” In: Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation.
2010
- (Armbrust et al., 2010) ⇒ Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy Katz, Andy Konwinski, Gunho Lee, David Patterson, Ariel Rabkin, Ion Stoica, and Matei Zaharia. (2010). “A View of Cloud Computing.” Communications of the ACM 53,4.