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https://issues.apache.org/jira/browse/HBASE-20003?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16370346#comment-16370346
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Andrew Purtell commented on HBASE-20003:
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{quote}We define the pipeline which is fixed like primary -> secondary->
tertiary. (as how the read replicas are available now).
{quote}
This is something I've wondered about region replicas but haven't done any real
analysis about. What does choosing a specific set of 3 nodes for _all_ region
data (we might have 20GB or 100GB regions by configuration) mean for the "data
gravity" of those regions in the event we have lost or have to decommission
some or all of those nodes? Presumably with default random block placement, and
blocks significantly smaller than the total region size, the region data is
more dispersed on the cluster otherwise.
> WALLess HBase on Persistent Memory
> ----------------------------------
>
> Key: HBASE-20003
> URL: https://issues.apache.org/jira/browse/HBASE-20003
> Project: HBase
> Issue Type: New Feature
> Reporter: Anoop Sam John
> Assignee: Anoop Sam John
> Priority: Major
>
> This JIRA aims to make use of persistent memory (pmem) technologies in HBase.
> One such usage is to make the Memstore to reside on pmem. Making a persistent
> memstore would remove the need for WAL and paves way for a WALLess HBase.
> The existing region replica feature could be used here and ensure the data
> written to memstores are synchronously replicated to the replicas and ensure
> strong consistency of the data. (pipeline model)
> Advantages :
> -Data Availability : Since the data across replicas are consistent
> (synchronously written) our data is always 100 % available.
> -Lower MTTR : It becomes easier/faster to switch over to the replicas on a
> primary region failure as there is no WAL replay involved. Building the
> memstore map data also is much faster than reading the WAL and replaying the
> WAL.
> -Possibility of bigger memstores : These pmems are designed to have more
> memory than DRAMs so it would also enable us to have bigger sized memstores
> which leads to lesser flushes/compaction IO.
> -Removes the dependency of HDFS on the write path
> Initial PoC has been designed and developed. Testing is underway and we would
> publish the PoC results along with the design doc sooner. The PoC doc will
> talk about the design decisions, the libraries considered to work with these
> pmem devices, pros and cons of those libraries and the performance results.
> Note : Next gen memory technologies using 3DXPoint gives persistent memory
> feature. Such memory DIMMs are soon to appear in the market. The PoC is done
> around Intel's ApachePass (AEP)
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