Re: Model serving in Flink DataStream

2017-11-15 Thread Andrea Spina
Hi Adarsh, we developed flink-JPMML for streaming model serving based on top of the PMML format and of course Flink: we didn't release any official benchmark numbers yet. We didn't bump into any performance issue along the library employment. In terms of throughput and latency it doesn't require mo

Model serving in Flink DataStream

2017-11-14 Thread Adarsh Jain
Hi, I have a Flink Streaming system and I need to use couple of models trained on other systems with Flink Streaming i.e. need to do model serving. Is PMML the best way to do it? Any inputs on Flink-JPMML performance? Any other suggested alternatives? Regards, Adarsh