The LDBC SNB Interactive workload captures transactional graph processing scenario with complex read queries that access the neighbourhood of a given node in the graph and update operations that continuously insert new data in the graph. Its data sets are available in the CWI/SURF data repository.
The workload produces the throughput metric to characterize the performance at the given scale. The full disclosure reports (FDR) further detail the performance of the system under test by listing the data loading time and single query execution times.
Note that the system cost 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.
Audited results using a declarative query language
| Benchmark setup | SF | Hardware | Throughput | Documents |
|---|---|---|---|---|
|
30 | AWS r6id.8xlarge, 256GiB RAM, 32×Intel Xeon Platinum 8375C vCPUs, 1 read thread, 1 write thread |
3.04 ops/s | |
| 30 | AWS r6id.8xlarge, 256GiB RAM, 32×Intel Xeon Platinum 8375C vCPUs, 2 read threads, 2 write threads |
6.76 ops/s | ||
| 30 | AWS r6id.8xlarge, 256GiB RAM, 32×Intel Xeon Platinum 8375C vCPUs, 4 read threads, 4 write threads |
12.16 ops/s |
Audited results using an imperative language
| Benchmark setup | SF | Hardware | Throughput | Documents |
|---|---|---|---|---|
|
30 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
37,631.25 ops/s | |
| 100 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
48,764.08 ops/s | ||
| 300 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
48,311.63 ops/s | ||
|
30 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
33,180.87 ops/s | |
| 100 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
33,625.36 ops/s | ||
| 300 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
33,261.38 ops/s | ||
|
30 | Alibaba Cloud ecs.g8y.16xlarge, 256GiB RAM, 64×Arm-based YiTian 710 vCPUs |
16,133.08 ops/s | |
| 100 | Alibaba Cloud ecs.g8y.16xlarge, 256GiB RAM, 64×Arm-based YiTian 710 vCPUs |
16,966.26 ops/s | ||
| 300 | Alibaba Cloud ecs.g8y.16xlarge, 256GiB RAM, 64×Arm-based YiTian 710 vCPUs |
13,532.62 ops/s | ||
|
30 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
12,252.50 ops/s | |
| 100 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
12,934.61 ops/s | ||
| 300 | AWS r5d.12xlarge, 384GiB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
12,721.24 ops/s | ||
|
30 | AWS r5d.12xlarge, 372GB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
9,285.86 ops/s | |
| 100 | AWS r5d.12xlarge, 372GB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
8,501.21 ops/s | ||
| 300 | AWS r5d.12xlarge, 372GB RAM, 48×Intel Xeon Platinum 8259CL vCPUs |
8,370.52 ops/s | ||
|
30 | AWS r5d.12xlarge, 374GB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
5,436.47 ops/s | |
| 100 | AWS r5d.12xlarge, 374GB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
5,010.77 ops/s | ||
| 300 | AWS r5d.12xlarge, 374GB RAM, 48×Intel Xeon Platinum 8175M vCPUs |
4,855.52 ops/s |
Results as a CSV file
The audited LDBC SNB Interactive results displayed above are available as a CSV file.
LDBC-certified auditors
SNB Interactive audits can be commissioned from the following LDBC-certified auditors:
- Márton Búr
- Arnau Prat-Pérez
- David Püroja
Legacy audited results
Social Network Benchmark Interactive, version 0.2.2
Future workloads
The LDBC SNB Interactive v2 workload is currently under development. See the TPCTC 2023 paper “The LDBC Social Network Benchmark Interactive Workload v2: A Transactional Graph Query Benchmark with Deep Delete Operations” and its slide deck for details.