Hi everyone, Some more data I've collected, trying to best tune dbt-2 with 8.0beta4. Was hoping for some suggestions, explanations for what I'm seeing, etc. A review of hardware I've got: 4 x 1.5Ghz Itanium 2 16GB memory 84 15K RPM disks (6 controlers, 12 channels) Physical Database table layout (using LVM2 for tables using more than 1 disk): - warehouse 2 disks - district 2 disks - order_line 2 disks - customer 4 disks - stock 12 disks - log 12 disks - orders 2 disks - new_order 2 disks - history 1 disk - item 1 disk - index1 1 disk - index2 1 disk All these tests are using a 500 warehouse database. Test 1: http://www.osdl.org/projects/dbt2dev/results/dev4-010/188/ Metric: 3316 DB parameter changes from default: bgwriter_percent | 10 checkpoint_timeout | 300 checkpoint_segments | 800 checkpoint_timeout | 1800 default_statistics_target | 1000 max_connections | 140 stats_block_level | on stats_command_string | on stats_row_level | on wal_buffers | 128 wal_sync_method | fsync work_mem | 2048 Test 2: http://www.osdl.org/projects/dbt2dev/results/dev4-010/189/ Metric: 3261 -1.7% decrease Test 1 DB parameter changes from Test 1: shared_buffers | 60000 Noted changes: The block read for the customer table decreases significantly according to the database. Test 3: http://www.osdl.org/projects/dbt2dev/results/dev4-010/190/ Metric: 3261 0% change from Test 2 DB parameter changes from Test 2: effective_cache_size | 220000 Noted changes: No apparent changes according to the charts. Test 4: http://www.osdl.org/projects/dbt2dev/results/dev4-010/191/ Metric: 3323 1.9 increase from Test 3 DB parameter changes from Test 3: checkpoint_segments | 1024 effective_cache_size | 1000 Noted Changes: The increased checkpoint_segments smothed out the throughput and other i/o related stats. Test 5: http://www.osdl.org/projects/dbt2dev/results/dev4-010/192/ Metric: 3149 -5% decrease from Test 4 DB parameter changes from Test 4: shared_buffers | 80000 Noted changes: The graphs are starting to jump around a bit. I figure 80,000 shared_buffers is too much. Test 6: http://www.osdl.org/projects/dbt2dev/results/dev4-010/193/ Metric: 3277 4% increase from Test 5 DB parameter changes from Test 5: random_page_cost | 2 shared_buffers | 60000 Noted changes: Reducing the shared_buffers to the smoother performance found in Test 4 seemed to have disrupted by decreasing the random_page_cost to 2.