I read about Voltdb\'s command log. The command log records the transaction invocations instead of each row change as in a write-ahead log. By recording only the invocation, the
The way I read it is as follows: (My own opinion)
Command Logging as described here logs only transactions as they occur and not what happens in or to them. Ok, so here is the magic piece... If you want to rollback you need to restore the last snapshot and then you can replay all the transactions that were applied after that (Described in the link above). So effectively you are restoring a backup and re-applying all your scripts, only VoltDB has now automated it for you.
The real difference that i see with this is that you cannot rollback to a point in time logically as with a normal transaction log. Normal transaction logs (MSSQL, MySQL etc.) can easily rollback to a point in time (in the correct setup) as the transactions can be 'reversed'.
Interresting question comes up - referring to the pos by pedz, will it always pass the ACID test even with the Command Log? Will do some more reading...
Add: Did more reading and I don't think this is a good idea for very big and busy transactional databases. A DB snapshot is automatically created when the Command Logs fill up, to save you from big transaction logs and the IO used for this? You are going to incur large IO amounts with your snapshots being done at a regular interval and you are also using your memory to the brink. Alos, in my view you lose your ability to rollback easily to a point in time before the last automatic snapshot - think this will get very tricky to manage.
I'll rather stick to Transaction Logs for Transactional systems. It's proven and it works.