Re: Spark on yarn vs spark standalone

2015-11-30 Thread Jacek Laskowski
Hi Mark, I said I've only managed to develop a limited understanding of how Spark works in the different deploy modes ;-) But somehow I thought that cluster in spark standalone is not supported. I think I've seen a JIRA with a change quite recently where it was said or something similar. Can't fi

Re: Spark on yarn vs spark standalone

2015-11-30 Thread Mark Hamstra
Standalone mode also supports running the driver on a cluster node. See "cluster" mode in http://spark.apache.org/docs/latest/spark-standalone.html#launching-spark-applications . Also, http://spark.apache.org/docs/latest/spark-standalone.html#high-availability On Mon, Nov 30, 2015 at 9:47 AM, Ja

Re: Spark on yarn vs spark standalone

2015-11-30 Thread Jacek Laskowski
Hi, My understanding of Spark on YARN and even Spark in general is very limited so keep that in mind. I'm not sure why you compare yarn-cluster and spark standalone? In yarn-cluster a driver runs on a node in the YARN cluster while spark standalone keeps the driver on the machine you launched a S

Re: Spark on yarn vs spark standalone

2015-11-26 Thread Jeff Zhang
If your cluster is a dedicated spark cluster (only running spark job, no other jobs like hive/pig/mr), then spark standalone would be fine. Otherwise I think yarn would be a better option. On Fri, Nov 27, 2015 at 3:36 PM, cs user wrote: > Hi All, > > Apologies if this question has been asked bef

Spark on yarn vs spark standalone

2015-11-26 Thread cs user
Hi All, Apologies if this question has been asked before. I'd like to know if there are any downsides to running spark over yarn with the --master yarn-cluster option vs having a separate spark standalone cluster to execute jobs? We're looking at installing a hdfs/hadoop cluster with Ambari and s

Re: Spark Performace Comparison Spark on YARN vs Spark Standalone

2014-05-23 Thread Otávio Carvalho
I have been analyzing Storm performance and there's no significant overhead added to the processing nodes. I'm interested in those results over Spark as well. Thanks in advance, Otávio Carvalho. Undergrad. CompSci Student at UFRGS Porto Alegre, Brazil. 2014-05-20 18:46 GMT-03:00 anishs...@yah

Spark Performace Comparison Spark on YARN vs Spark Standalone

2014-05-20 Thread anishs...@yahoo.co.in
Hi All I need to analyse performance of Spark YARN vs Spark Standalone Please suggest if we have some pre-published comparison statistics available. TIA -- Anish Sneh http://in.linkedin.com/in/anishsneh