If Dynamic columns are discouraged in cassandra 1.2/Cql3 , then how is it better than Mysql in functionality?

Question

Initially I started learning Cassandra because dynamic columns caught my attention. As I started learning more, I learnt that composite primary keys are preferred to dynamic columns and Cassandra is moving to schema based (Schema is optional and not compulsory but recommended). In cql3, it is compulsory though and I read cql3 is best approach for new applications in cassandra.

Here is where I face an interesting question. I was reading a particular slide (Mysql vs Casssandra) - http://lanyrd.com/2012/austin-mysql-meetup-january/spdrx/ (Jump to 31 slide) where it discusses about fraud detection use case.

"In FraudDetection To calculate risk, it is common to need to know all the emails,destinations,origins,devices,locations,phonenumbers,etcetera ever used for the account in question. "

It was explained how we have to maintain individual table for emails, destinations , origins etc in relational world and how easy it is to be in cassandra world with dynamic column key and values. (31- 34 slides).

Now that dynamic column keys and values and discouraged, how can we solve this problem ? Should we maintain individual column families for each emails, destinations etc ? Then how is it different from relational world ? Is it only about scalability ? Can we still go ahead with schema less approach ? Is this the golden rule "Schema is optional and recommended but not mandatory?"

Thanks

Answer 1

Sorry for the confusion here. As it turned out , I didn't understand the basic concepts properly. Here is the answer

Dynamic columns are core of Cassandra. They are still supported and is still the core :) Its just that in thrift you do directly and in CQL you do in a different manner(through schema way). But still you do it :) - Read this - http://www.datastax.com/dev/blog/thrift-to-cql3

And regarding how Cassandra is better than Mysql - read this http://lanyrd.com/2012/austin-mysql-meetup-january/spdrx/ (16-24 slides)

Thanks :)