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ApacheMesos - UC Berkeley AMP Camp PDF

56 Pages·2012·2.27 MB·English
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Preview ApacheMesos - UC Berkeley AMP Camp

Apache  Mesos   incubator.apache.org/mesos   @ApacheMesos     Benjamin  Hindman    –  @benh origins   Berkeley  research  project  including  Benjamin   Hindman,  Andy  Konwinski,  Matei  Zaharia,  Ali   Ghodsi,  Anthony  D.  Joseph,  Randy  Katz,  Scott   Shenker,  Ion  Stoica     incubator.apache.org/mesos/research.html motivation:  static  partitioning   service   service   framework   …   Node   Node   Node   Node   Node   Node   Node services   frameworks services   frameworks static  partitioning   considered  harmful   service   Spark   …   Node   Node   Node   Node static  partitioning  considered  harmful   hard  to  fully  utilize  machines  (e.g.,  72  GB  RAM   and  24  CPUs)   service   Spark   …   Node   Node   Node   Node static  partitioning  considered  harmful   harder  to  deal  with  failures   service   Spark   …   X   Node   Node   Node   Node static  partitioning  considered  harmful   harder  to  scale  elastically   service   Spark   …   Node   Node   Node   Node   Node   Node   Node Mesos   service   Spark   …   service   Spark   Mesos   …   Node   Node   Node   Node   Node   Node   Node   Node

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incubator.apache.org/mesos(@ApacheMesos . Author: Andy Konwinski Created Date: 8/22/2012 6:39:35 PM
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