Typ: Neue Funktion
Lösung: Nicht erledigt
betrifft Version(en): Keine
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)
- 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)