grpc (http://grpc.io) has ready-made clients for Java, C++, Go, Python, etc. So Yahoo Pulsar clients would not need to reimplement efficient clients in all the languages (currently exposed websocket interface does not support all the methods provided by the protobuf based protocol, has lower performance and requires creation of a separate websocket connection per topic publisher/consumer).