Spark killed Hadoop
datanami.com
datanami.com
HiFrames and HPAT are built on Julia [3] and use the Julia packages ParallelAccelerator.jl [4].
[1] https://arxiv.org/abs/1704.02341
but you can run a Spark cluster without YARN--eg, with Mesos--or with the built-in manager provided in the Spark distro. Likewise, your Spark cluster doesn't need to read or write to HDFS.