 paeraa aadhaaramga apachi spark yokka pradhaana bhaagaalu emti ?
Apache Spark ki cluster manger mariyu distribute storages sistom avsaram .  cluster nirvahanha choose ,  spark swatantramgaa maddatu estunde  ( stanika spark cluster ,  ikda meeru cluster ‌ nu manuval ‌ gaaa praarambhinchavachchu ledha in ‌ stall packagy amdimchina lanch script ‌ lanu upayoeginchavachchu .  pariiksha choose yea daemaun ‌ lanu oche machiine ‌ loo amalu cheeyadam kudaa saadhyamee ),  hadoop yarn , Apache Mesos  ledha  Kubernetes.  pampinhii cheyabadina nilwa choose , Alluxio, Hadoop  distributed fail sistom  (HDFS), MapR  fail sistom  (MapR-FS), Cassandra, OpenStack Swift, Amazon S3, Kudu, Luster  fail sistom ledha kastam solution ‌ thoo sahaa anek rakaalato spark inter ‌ phas cheeyagaladu .  amalu cheyavachu .  spark nakili - pampinhii stanika maud ‌ ku kudaa maddatu estunde ,  saadharanamga abhivruddhi ledha pariiksha payojanaala choose Bara upayoginchabadutundi ,  ikda pampinhii cheyabadina nilwa avsaram ledhu mariyu badhuluga stanika fail sistom ‌ nu upayoeginchavachchu ;  atuvanti drushtaantamlo ,  spark ooka  CPU  korr ‌ ki ooka executor ‌ thoo oche machiine ‌ loo amalu cheyabaduthundhi .
 paeraa aadhaaramga ,  cluster manger mariyu distribute storages apachi spark yokka remdu pradhaana bhaagaalu .  cluster manger choose ,  spark swatanter cluster ledha hadoop yarn ,  apachi mesos ledha kubernet ‌ laku maddatu estunde .  nilwa choose ,  develope ‌ ment mariyu testing choose spark stanika fail sistom ‌ laku maddatistundi ,  alaage hadoop fail sistom ,  cassandra mariyu cloud storages ‌ laku maddatu estunde .