The LDBC SNB Business Intelligence workload focuses on aggregation- and join-heavy complex queries touching a large portion of the graph with microbatches of insert/delete operations. Its datasets are available in Cloudflare R2 and in the SURF/CWI repository. The other SNB workload, Interactive complements the BI workload by focusing on transactional query processing.
For an overview of the workload, see the VLDB 2023 paper and its presentation by Gábor Szárnyas. For more details, see the LDBC Social Network Benchmark specification and the ldbc_snb_bi GitHub repository.
The workload produces scoring metrics for performance (power and throughput scores) at the given scale and price/performance metrics. The full disclosure reports (FDRs) further break down the composition of the metric into its constituent parts, e.g. single query execution times.
The table below contains audited results. Note that the system cost indicates the 3-year TCO (total cost of ownership), which is the sum of the license, hardware, and maintenance costs (where maintenance means 24/7 support with a response time of less than 4 hours).
| Date | Software | SF | Test sponsor | Power@SF | Throughput@SF |
|---|---|---|---|---|---|
| 2024-10-10 | TigerGraph | 1,000 | TigerGraph | 34,949.74 | 15,089.13 |
| 2023-12-03 | TuGraph | 30,000 | TuGraph | 111,775.39 | 56,920.48 |
| 2023-04-06 | TigerGraph | 100 | TigerGraph | 6,253.72 | 3,723.44 |
| 2023-04-06 | TigerGraph | 1,000 | TigerGraph | 23,951.74 | 10,605.12 |
| 2023-04-06 | TigerGraph | 10,000 | TigerGraph | 89,444.50 | 41,025.76 |
| 2022-11-09 | TigerGraph | 1,000 | TigerGraph | 30,990.08 | 12,993.85 |