Hi All,
Please find the problem and proposed solution.

*B-Tree LRU Cache:*

Problem:

CarbonData is maintaining two level of B-Tree cache, one at the driver
level and another at executor level.  Currently CarbonData has the
mechanism to invalidate the segments and blocks cache for the invalid table
segments, but there is no eviction policy for the unused cached object. So
the instance at which complete memory is utilized then the system will not
be able to process any new requests.

*Solution:*

In the cache maintained at the driver level and at the executor there must
be objects in cache currently not in use. Therefore system should have the
mechanism to below mechanism.

1.       Set the max memory limit till which objects could be hold in the
memory.

2.       When configured memory limit reached then identify the cached
objects currently not in use so that the required memory could be freed
without impacting the existing process.

3.       Eviction should be done only till the required memory is not meet.

For details please refer to attachments.


Regards.

Shahid

Reply via email to