The old version of SOA focused on defining the protocols and API's that services would use to communicate, from the top down. There was a lot of effort put into standardized object definitions and CORBA and EJB, and standardized protocols like SOAP. The resulting services were put into directories and locked down. That's what made SOA so annoying and cumbersome. It was a lot of work just to set up the plumbing, and then you can't change it to do what you want.
I call the new version "service architecture" because "service oriented architecture" has such stifling connotations. This version uses a variety of protocols which are faster, lighter, and sometimes more specialized. It can include the old RPC protocols, new platform-specific RPC, connection pools, message queues, HTTP-REST, and plain old HTTP. It's not so important to define the protocols up front, because the whole system is always being tested as a unit. Reliability is being created by continuous integration, not by up front engineering and standards. There is little effort to package things into similar code objects. Services from many different languages and platforms co-exist. That's the whole idea.
That said, I believe that services packaging may converge into something portable like Docker containers. As my friend Aaron O'Mullen of Codebox said, a Web service is the new executable.