Memory Limitation: No, mongoDB does not support it (very similar to SQL Server before adjusting the memory limitations):
Virtual memory and resident sizes may appear to be very large for the mongod process. This is by design: virtual memory space should be just larger than the size of the data files open and mapped. Resident size will vary depending on the amount of memory not used by other processes on the machine. Yes, if you allocate more memory to the machine, mongoDB will happily consume it,
mongoDB defines its storage size. You can compact it.
Mongo tends to preallocate a significant size of disk.
If your data store is too large you may use the following commands to reduce it:
Use ext4 file system
When ext3 is used and mongoDB allocates new data files, these files have to be filled with zeroes that are written back to the underlying disk (yes, extra unneeded writes to disk).
When ext4 or xfs are used, mongoDB uses the falloc syscall that marks the file as allocated and zeroed, without actually writing anything back to the underlying storage. The result is a better insert performance on ext4 than ext3.
Quorum is for voting, data replication is async by default.
Unlike Cassandra, mongoDB uses Quorum only for primary server selection. Write is done only to primary server and answer is returned to the client immediately. The secondary servers (or some will say the slaves) copy the data in async way.
Synchronous replication is possible but not recommended: Query response to user can be delayed to ensure that data was replicated to slaves. However it may result with 2 orders of magnitude performance decrease:
mongoDB stores data as BSON and communicates in JSON
BSON or JSON? This is not a question anymore, as mongoDB these days automatically serialize the JSONs into BSONs to save space on disk.
Now that you better understand the mongoDB architecture, it is time to make more out of it,