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self-tunningRowCache
Readpath at top: row isupdate storedindifferentfiles.Updatesemailindatafile whileother data
storedinotherfile. Here we store onlymergedCache andupdate onlyfile where emailisupdate.No
cachingof fragmentsbut cachingwhole mergedrowssavedCPUand diskIO.
Anotheradvantage noneedtomerge rowsbefore presentingtouser.How muchmemoryforeachrow
caches nowautomatic.
Supportfor SSD/HDDin same cluster.
User session/activitystreamupdate andreadconstantlywrite once andmostrecent readlater.Each
table separate subdirectorylinkthat to ssdvolume andhddvolume pinthattable tomediawhichis
betterforits performance profile.
Lock free concurrencycontrol byrow level isolation.
ACID:Appendupdate tocommitlogevenif crash itwill be replayedfromcommitlog.
DistributedSystemconsistency:Givesmostrecentdataforthe row requested.
Concurentschemachanges: create table ordrop table thenpropagate acrossclusterbefore anotherone
but nowfor analytical workflowmultiple clientable toissue schemachangesable toreconcile and
merge those changesonfly.
JBOD:Justa bitof diskconfiguration: Whichhelpindetectinglostdiskunderreplicationearlieritwasleft
to RAID10 array and RAID10 deal withsingle diskfailure.
Virtual nodes:
Leftone node data splitinto3 virtual nodesonrightspreadon cluster.Addinganew node toclusterto
rebuildfailedclustereachof those virtual node canparticipate inrebuild.
Each NodeinringisassignedaTokenrebuildwithoutVirtual node.
Parallelize rebuildwithvirtual node eachone havingitsowntoken.
Casandara SQL limitation:
No joins, (Canbe done withHIVEsupport)
No subqueries,
No aggregationfunctionon groupby, (Canbe done withHIVE support)
limitedOrderBY.
Partitionblockbyblock_idsub-blockare orderedwithincluster.compoundprimarykeyfirstpartis
block_idispartitionkeyhence partitionbyblockidandguaranteesall sub-blockforablockremainlocal
to same machine andclusterdandorderedbysubblock.
Collection/List/map:helpinstoringlistinrow incollection. denormalize small collection of data.
Writes only new data as it is set.

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Cassandra useful features

  • 1. self-tunningRowCache Readpath at top: row isupdate storedindifferentfiles.Updatesemailindatafile whileother data storedinotherfile. Here we store onlymergedCache andupdate onlyfile where emailisupdate.No cachingof fragmentsbut cachingwhole mergedrowssavedCPUand diskIO. Anotheradvantage noneedtomerge rowsbefore presentingtouser.How muchmemoryforeachrow caches nowautomatic. Supportfor SSD/HDDin same cluster. User session/activitystreamupdate andreadconstantlywrite once andmostrecent readlater.Each table separate subdirectorylinkthat to ssdvolume andhddvolume pinthattable tomediawhichis betterforits performance profile.
  • 2. Lock free concurrencycontrol byrow level isolation. ACID:Appendupdate tocommitlogevenif crash itwill be replayedfromcommitlog. DistributedSystemconsistency:Givesmostrecentdataforthe row requested. Concurentschemachanges: create table ordrop table thenpropagate acrossclusterbefore anotherone but nowfor analytical workflowmultiple clientable toissue schemachangesable toreconcile and merge those changesonfly. JBOD:Justa bitof diskconfiguration: Whichhelpindetectinglostdiskunderreplicationearlieritwasleft to RAID10 array and RAID10 deal withsingle diskfailure. Virtual nodes:
  • 3. Leftone node data splitinto3 virtual nodesonrightspreadon cluster.Addinganew node toclusterto rebuildfailedclustereachof those virtual node canparticipate inrebuild. Each NodeinringisassignedaTokenrebuildwithoutVirtual node. Parallelize rebuildwithvirtual node eachone havingitsowntoken.
  • 4. Casandara SQL limitation: No joins, (Canbe done withHIVEsupport) No subqueries, No aggregationfunctionon groupby, (Canbe done withHIVE support) limitedOrderBY. Partitionblockbyblock_idsub-blockare orderedwithincluster.compoundprimarykeyfirstpartis block_idispartitionkeyhence partitionbyblockidandguaranteesall sub-blockforablockremainlocal to same machine andclusterdandorderedbysubblock.
  • 5. Collection/List/map:helpinstoringlistinrow incollection. denormalize small collection of data. Writes only new data as it is set.