Spark创始人Matei Zaharia关于Spark的相关论文

Spark创始人Matei Zaharia

主页：https://cs.stanford.edu/~matei/

• Spark: Cluster Computing with Working Sets. M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker and I. Stoica. HotCloud 2010, June 2010.
• Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing. M. Zaharia, M. Chowdhury, T. Das, A. Dave, J. Ma, M. McCauley, M.J. Franklin, S. Shenker, I. Stoica. NSDI 2012
• Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters. M. Zaharia, T. Das, H. Li, S. Shenker and I. Stoica. HotCloud 2012, June 2012.
• Fast and Interactive Analytics over Hadoop Data with Spark. M. Zaharia, M. Chowdhury, T. Das, A. Dave, J. Ma, M. McCauley, M.J. Franklin, S. Shenker, I. Stoica. USENIX ;login:, August 2012.
• An Architecture for Fast and General Data Processing on Large Clusters. M. Zaharia. (PhD Disseration).
• Spark SQL: Relational Data Processing in Spark. M. Armbrust, R. Xin, C. Lian, Y. Huai, D. Liu, J. Bradley, X. Meng, T. Kaftan, M. Franklin, A. Ghodsi and M. Zaharia. SIGMOD 2015, June 2015.
• Scaling Spark in the Real World: Performance and Usability. M. Armbrust, T. Das, A. Davidson, A. Ghodsi, A. Or, J. Rosen, I. Stoica, P. Wendell, R. Xin and M. Zaharia. VLDB 2015, August 2015.
• MLlib: Machine Learning in Apache Spark. X. Meng, J. Bradley, B. Yuvaz, E. Sparks, S. Venkataraman, D. Liu, J. Freeman, D. Tsai, M. Amde, S. Owen, D. Xin, R. Xin, M. Franklin, R. Zadeh, M. Zaharia, and A. Talwalkar. JMLR, 17(34):1–7, 2016.
• SparkR: Scaling R Programs with Spark. S. Venkataraman, Z. Yang, D. Liu, E. Liang, X. Meng, R. Xin, A. Ghodsi, M. Franklin, I. Stoica and M. Zaharia. SIGMOD 2016.
• GraphFrames: An Integrated API for Mixing Graph and Relational Queries. A. Dave, A. Jindal, L.E. Li, R. Xin, J. Gonzalez and M. Zaharia. GRADES 2016.
• Apache Spark: A Unified Engine for Big Data Processing. M. Zaharia, R. Xin, P. Wendell, T. Das, M. Armbrust, A. Dave, X. Meng, J. Rosen, S. Venkataraman, M. Franklin, A. Ghodsi, J. Gonzalez, S. Shenker, I. Stoica. Communications of the ACM, 59(11):56-65, November 2016.
• Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark. M. Armbrust, T. Das, J. Torres, B. Yavuz, S. Zhu, R. Xin, A. Ghodsi, I. Stoica and M. Zaharia. SIGMOD 2018.