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Test Data of MongoDB 4.0
Last updated: 2024-10-10 10:43:17
This document outlines the performance of TencentDB for MongoDB 4.0 under various workloads. By using the YCSB benchmarking tool, comprehensive testings are conducted on key metrics such as database throughput (ops/sec), RAL (us), and WAL (us). The product specifications tested include: 2-core and 4 GB, 4-core and 8 GB, 6-core and 16 GB, 12-core and 32 GB, 24-core and 64 GB, and 24-core and 128 GB.
Specification 1: 2-core and 4 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 500 | 2,000,000 | 8 | 10,416 | - | 763 | 100% |
| 95% Update + 5% read | | | | 7,070 | 1,078 | 1,129 | 100% |
| 50% Update + 50% read | | | | 9,707 | 778 | 859 | 100% |
| 5% Update + 95% read | | | | 13,297 | 593 | 678 | 100% |
| 100% update | | | | 7,133 | - | 1,116 | 100% |
| 100% read | | | | 16,453 | 482 | - | 100% |
| 100% insert | | | | 8,931 | - | 891 | 100% |
Physical version | load | 200 | | | 14,063 | - | 565 | 100% |
| 95% Update + 5% read | | | | 6,559 | 1,122 | 1,220 | 100% |
| 50% Update + 50% read | | | | 10,031 | 744 | 842 | 100% |
| 5% Update + 95% read | | | | 19,337 | 406 | 495 | 100% |
| 100% update | | | | 6,865 | - | 1,161 | 100% |
| 100% read | | | | 25,663 | 307 | - | 100% |
| 100% insert | | | | 10,322 | - | 771 | 100% |
Specification 2: 4-core and 8 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 1,000 | 4,000,000 | 16 | 19,982 | - | 796 | 100% |
| 95% Update + 5% read | | | | 13,252 | 1,085 | 1,208 | 100% |
| 50% Update + 50% read | | | | 18,440 | 815 | 910 | 100% |
| 5% Update + 95% read | | | | 28,279 | 557 | 634 | 100% |
| 100% update | | | | 13,154 | - | 1,211 | 100% |
| 100% read | | | | 33,672 | 471 | - | 100% |
| 100% insert | | | | 17,794 | - | 895 | 100% |
Physical version | load | 200 | | | 26,494 | - | 600 | 100% |
| 95% Update + 5% read | | | | 16,039 | 891 | 999 | 100% |
| 50% Update + 50% read | | | | 20,982 | 710 | 809 | 100% |
| 5% Update + 95% read | | | | 39,872 | 394 | 476 | 100% |
| 100% update | | | | 15,372 | - | 1,037 | 100% |
| 100% read | | | | 45,988 | 345 | - | 100% |
| 100% insert | | | | 19,624 | - | 809 | 100% |
Specification 3: 6-core and 16 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 1,000 | 8,000,000 | 32 | 27,080 | - | 1,175 | 100% |
| 95% Update + 5% read | | | | 17,323 | 1,399 | 1,864 | 100% |
| 50% Update + 50% read | | | | 21,875 | 1,364 | 1,548 | 100% |
| 5% Update + 95% read | | | | 38,538 | 820 | 921 | 100% |
| 100% update | | | | 16,739 | - | 1,905 | 100% |
| 100% read | | | | 44,648 | 712 | - | 100% |
| 100% insert | | | | 23,707 | - | 1,344 | 100% |
Physical version | load | 200 | | | 34,713 | - | 917 | 100% |
| 95% Update + 5% read | | | | 16,746 | 918 | 1,958 | 100% |
| 50% Update + 50% read | | | | 30,463 | 927 | 1,164 | 100% |
| 5% Update + 95% read | | | | 56,846 | 554 | 653 | 100% |
| 100% update | | | | 16,083 | - | 1,985 | 100% |
| 100% read | | | | 51,304 | 614 | - | 86%-91% |
| 100% insert | | | | 32,038 | - | 995 | 100% |
Specification 4: 12-core and 32 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 1,000 | 16,000,000 | 64 | 46,450 | Not involved | 1,369 | 100% |
| 95% Update + 5% read | | | | 23,453 | 1,185 | 2,801 | 64%-100% |
| 50% Update + 50% read | | | | 35,023 | 1,429 | 2,206 | 83%-100% |
| 5% Update + 95% read | | | | 65,098 | 970 | 1,077 | 100% |
| 100% update | | | | 22,338 | - | 2,856 | 100% |
| 100% read | | | | 75,752 | 838 | - | 100% |
| 100% insert | | | | 39,236 | - | 1,622 | 100% |
Physical version | load | 200 | | | 56,989 | - | 1,115 | 100% |
| 95% Update + 5% read | | | | 21,544 | 860 | 3,074 | 100% |
| 50% Update + 50% read | | | | 36,838 | 865 | 2,598 | 100% |
| 5% Update + 95% read | | | | 96,856 | 648 | 787 | 100% |
| 100% update | | | | 20,725 | - | 3,080 | 100% |
| 100% read | | | | 10,4753 | 605 | - | 100% |
| 100% insert | | | | 49,014 | - | 1,300 | 100% |
Specification 5: 24-core and 64 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 1,000 | 32,000,000 | 128 | 82,710 | - | 1,462 | 60%-100% |
| 95% Update + 5% read | | | | 19,508 | 102,931 | 1,433 | 40%-90% |
| 50% Update + 50% read | | | | 52,784 | 4,225 | 605 | 40-100% |
| 5% Update + 95% read | | | | 113,680 | 1,144 | 693 | 75%-100% |
| 100% update | | | | 20,837 | - | 5,120 | 30-100% |
| 100% read | | | | 116,587 | 1,697 | - | 65% |
| 100% insert | | | | 84,331 | - | 1,436 | 80%-100% |
Physical version | load | 200 | | | 71,664 | - | 1,783 | 61% |
| 95% Update + 5% read | | | | 29,924 | 2,030 | 4,389 | 100% |
| 50% Update + 50% read | | | | 67,803 | 1,711 | 2,058 | 65% |
| 5% Update + 95% read | | | | 74,680 | 1,707 | 1,786 | 35% |
| 100% update | | | | 28,686 | - | 4,456 | 100% |
| 100% read | | | | 75,275 | 1,697 | - | 30% |
| 100% insert | | | | 68,761 | - | 1,856 | 63%-100% |
Specification 6: 24-core and 128 GB
Specification Type | Stress Testing Ratio | Disk (GB) | Data Volume | Concurrent Threads | Throughput (ops/sec) | RAL (us) | WAL (us) | CPU Utilization |
Cloud edition | load | 1,000 | 64,000,000 | 256 | 87,310 | - | 3,652 | 60-90% |
| 95% Update + 5% read | | | | 21,844 | 3,199 | 7,805 | 25%-100% |
| 50% Update + 50% read | | | | 48,758 | 3,117 | 3,074 | 25%-60% |
| 5% Update + 95% read | | | | 105,313 | 2,453 | 3,129 | 100% |
| 100% update | | | | 18,155 | - | 13,115 | 40%-50% |
| 100% read | | | | 108,243 | 2,550 | - | 65% |
| 100% insert | | | | 65,027 | - | 3,654 | 35-90% |
Physical version | load | 200 | | | 70,025 | - | 3,652 | |
| 95% Update + 5% read | | | | 32,028 | 5,961 | 8,088 | 25%-100% |
| 50% Update + 50% read | | | | 68,293 | 3,617 | 3,874 | 25%-60% |
| 5% Update + 95% read | | | | 74,005 | 3,453 | 3,529 | 30% |
| 100% update | | | | 29,823 | - | 8,577 | 30%-100% |
| 100% read | | | | 74,052 | 3,454 | - | 28% |
| 100% insert | | | | 68,882 | - | 3,713 | 60% |
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