as you know I am often evaluating the performance of our components with bigger planning scenarios.
I've been asked for some
we want to cluster >100'000 locations in more than 100 clusters - how much time does this take?
I made some samples and what I learned from this is that the underlying default settings for then com.ptvgroup.xserver.clusterplanningprofile.ClusterPlanningProfile.SolverTimeLimit is set to an insufficient 300secs = 5minutes. After increasing the value to 900secs=15min the responses looked way better...
So for those who want to apply larger scenarios we recommend to look into the SolverTimeLimit to ensure the algorithm has enough time to play.Furthermore my colleague Nitin from the cluster DEV team provided some more benchmark results
BerndSolver times (GRB) look roughly like this:
< 20k locations/customers
< 10 clusters: max. 5 minutes
< 20 clusters: max. 8 minutes
< 30 clusters: max. 12 minutes
>= 30 clusters: anything between 5 to 30 minutes
< 50k locations/customers
< 10 clusters: max. 10 minutes
< 20 clusters: max. 15 minutes
< 30 clusters: max. 25 minutes
>= 30 clusters: anything between 5 to 45 minutes
< 100k locations/customers
< 10 clusters: max. 15 minutes
< 20 clusters: max. 20 minutes
< 30 clusters: max. 30 minutes
>= 30 clusters: anything between 5 to 60 minutes
- poor result due to insufficient solver timeout timeout
- improved result after timeout set to 15minues
