How can you expose an apex class as a REST webService in Salesforce?

6MB:

The Salesforce Heap size truly depends on the type of transaction, Salesforce provides a heap size limit of 6MB for synchronous transaction

12MB:

for asynchronous transaction. Whenever, too much data is stored during processing an error occurs prompting Apex heap size too large.