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Pitfalls in pseudo-random number sampling at scale with Apache Spark

memosisland.blogspot.com · published 19 June 2017

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https://en.wikipedia.org/wiki/Gregory_Piatetsky-Shapiro
en.wikipedia.org
http://www.kdnuggets.com/
kdnuggets.com
https://en.wikipedia.org/wiki/Bayesian_inference
en.wikipedia.org
https://en.wikipedia.org/wiki/Pseudo-random_number_sampling
en.wikipedia.org
https://en.wikipedia.org/wiki/Cumulative_distribution_function
en.wikipedia.org
https://en.wikipedia.org/wiki/Box%E2%80%93Muller_transform
en.wikipedia.org
https://spark.apache.org/
spark.apache.org
https://spark.apache.org/docs/latest/quick-start.html
spark.apache.org
https://spark.apache.org/mllib/
spark.apache.org
https://spark.apache.org/docs/2.0.0/mllib-statistics.html
spark.apache.org
https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwuBo3EXhDEienA_ui8UtIFJO9iLKyYkhYvaHV8XH2GOyIxYm22A7hF_qs4Z8KbTapmUsjonqn572K-VgApKCyka0GR3sp7-nGRHgT7ZwW4W2omnJbsJyQ2r3etypq8ZdJXjhQg2AX9UI/s1600/spark_repartition_random.png
blogger.googleusercontent.com
https://stackoverflow.com/questions/24671755/how-to-partition-a-rdd
stackoverflow.com
http://www.mail-archive.com/user@spark.apache.org/msg60967.html
mail-archive.com
https://gist.github.com/msuzen/81d90a33767f8f910944c8e187d9bed1
gist.github.com
https://en.wikipedia.org/wiki/There_ain%27t_no_such_thing_as_a_free_lunch
en.wikipedia.org
https://github.com/msuzen/memosisland/tree/master/randomNumbersSpark
github.com