References

  • Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing, Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.NSDI 2012. April 2012.
  • Spark: Cluster Computing with WorkingSets, Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica,HotCloud 2010. June 2010.
  • Spark SQL: Relational Data Processing in Spark, Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia, SIGMOD  2015. June 2015.
  • Discretized Streams: Fault-Tolerant Streaming Computation at Scale, Matei Zaharia, Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica.SOSP 2013. November 2013.
  • Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion Stoica.HotCloud 2012. June 2012.
  • GraphX: Unifying Data-Parallel and Graph-Parallel Analytics. Reynold S. Xin, Daniel Crankshaw, Ankur Dave, Joseph E.Gonzalez, Michael J. Franklin, Ion Stoica.OSDI 2014. October 2014.
  • MLlib: Machine Learning in Apache Spark, Meng et al. arXiv:1505.06807v1, [cs.LG], 26 May 2015.
  • Recommender: An Analysis of Collaborative Filtering Techniques, Christopher R. Aberger, Stanford publication, 2014.
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