Thanks for the update. Most of the queries I am testing now are 'mean' and 'group by' aggregation for downsampling and visualization in Grafana. Looks like the problem is CPU bound as I see all 8 cores got maxed out when processing the queries. Currently there are about 50 series and 5B data points in total.