On Wed, Feb 8, 2012 at 20:03, David Yeu <david.yeu@xxxxxxxxx> wrote: > * Š WHERE group_id = ? ORDER BY created_at DESC LIMIT 20 OFFSET ?; > * Pages of twenty rows. A good improvement for this sort of queries is the "scalable paging" trick. Instead of increasing the OFFSET argument -- which means that Postgres has to scan more and more rows -- you should remember an index key where the last page ended. In other words, you get the first page using: WHERE group_id = ? ORDER BY created_at DESC LIMIT 20 Say, this page returns created_at values between 2012-01-01 and 2012-01-10. If the user clicks "next page", you run a query like this instead: WHERE group_id = ? AND created_at>'2012-01-10' ORDER BY created_at DESC LIMIT 20 Thus, every "next page" fetch always takes a constant time. Of course there's a small problem when two rows have equal times. Then, you can add primary key to the sort key to disambiguate those rows: WHERE group_id = ? AND (created_at, pkey_col) > ('2012-01-10', 712) ORDER BY created_at, pkey_col DESC LIMIT 20 Of course an index on (group_id, created_at) or (group_id, created_at, pkey_col) is necessary for these to work well Regards, Marti -- Sent via pgsql-performance mailing list (pgsql-performance@xxxxxxxxxxxxxx) To make changes to your subscription: http://www.postgresql.org/mailpref/pgsql-performance