HI Jörn Franke, Thanks for the quick reply.
I have performed the jmeter load testing on one of the server for Linear vs Multipleadditive tree model. We are using lucidworks fusion. There is some business logic in the query pipeline followed by main solr ltr query. This is the total time taken by query pipeline. Below are the response time: # of Threads Ramup Period Loop Count Type Total Requests Average Response Time (ms) Iteration 1 Iteration 2 Iteration 3 10 1 10 Linear Model 100 2038 1998 1975 25 1 10 Linear Model 250 4329 3961 3726 10 1 10 MultiAdditive Model 100 12721 12631 12567 25 1 10 MultiAdditive Model 250 27924 31420 30758 # of docs: 500K and Indexing size is 10 GB. As of now, I did not checked the CPU or memory usage, but did not observed any errors during jmeter load test. Let me know if any other information is required. Regards Kamal <https://www.avast.com/en-in/recommend?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail&utm_term=default3&tag=d4ef6ef9-b8d1-40b8-96ac-2354fd69483b> I’m protected online with Avast Free Antivirus. Get it here — it’s free forever. <https://www.avast.com/en-in/recommend?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail&utm_term=default3&tag=d4ef6ef9-b8d1-40b8-96ac-2354fd69483b> <#DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2> On Fri, Mar 22, 2019 at 5:13 PM Jörn Franke <jornfra...@gmail.com> wrote: > Can you share the time needed of the two models? How many documents? What > is your loading pipeline? Have you observed cpu/memory? > > > Am 22.03.2019 um 12:01 schrieb Kamal Kishore Aggarwal < > kkroyal....@gmail.com>: > > > > Hi, > > > > I am trying to use LTR with solr 6.6.2.There are different types of model > > like Linear Model, Multiple Additive Trees Model and Neural Network > Model. > > > > I have tried using Linear & Multiadditive model and compared the > > performance of results. There is a major difference in response time > > between the 2 models. I am observing that Multiadditive model is taking > way > > higher time than linear model. > > > > Is there a way we can improve the performance here. > > > > Note: The size of Multiadditive model is 136 MB. > > > > Regards > > Kamal Kishore > > > > < > https://www.avast.com/en-in/recommend?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail&utm_term=default3&tag=d4ef6ef9-b8d1-40b8-96ac-2354fd69483b > > > > I’m > > protected online with Avast Free Antivirus. Get it here — it’s free > forever. > > < > https://www.avast.com/en-in/recommend?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail&utm_term=default3&tag=d4ef6ef9-b8d1-40b8-96ac-2354fd69483b > > > > <#DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2> >
