TAOBench: An End-to-End Benchmark for Social Network Workloads

Summary: TAOBench: end-to-end benchmark for social network workloads based on Meta production traffic, capturing realistic request patterns and emergent behavior. Open-source workload configurations, validated against production, evaluated on five distributed DBMS to reveal tradeoffs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12696
Venue: VLDB
Year: 2022
Pagerank: 5.4886728e-05
Overall Rank: 5,473 | 61.97%
DOI: 10.14778/3538598.3538616

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,670	The LDBC Social Network Benchmark: Business Intelligence Workload	2023	VLDB	6.8557811e-05
7,687	Towards Optimal Transaction Scheduling	2024	VLDB	4.6745165e-05
8,480	Mammoths Are Slow: The Overlooked Transactions of Graph Data	2024	VLDB	4.4967501e-05
8,519	The LAW theorem: Local Reads and Linearizable Asynchronous Replication	2025	VLDB	4.4893996e-05
9,721	NOC-NOC: Towards Performance-optimal Distributed Transactions	2024	SIGMOD	4.2918769e-05
9,744	GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support	2025	SIGMOD	4.2856385e-05
9,924	GPH: An Efficient and Effective Perfect Hashing Scheme for GPU Architectures	2025	SIGMOD	4.2503199e-05
10,424	RedTAO: A Trillion-edge High-throughput Graph Store	2025	SIGMOD	4.1905499e-05
10,633	Fair Transaction Processing for Multi-Tenant Databases	2025	VLDB	4.1905499e-05
10,660	The LDBC Financial Benchmark: Transaction Workload	2025	VLDB	4.1905499e-05
10,769	TuskFlow: An Efficient Graph Database for Long-Running Transactions	2025	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
281	LinkBench: a Database Benchmark Based on the Facebook Social Graph	2013	SIGMOD	0.00029084275
339	OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases	2014	VLDB	0.00026895683
363	CockroachDB: The Resilient Geo-Distributed SQL Database	2020	SIGMOD	0.00025750338
486	TiDB: A Raft-based HTAP Database	2020	VLDB	0.00022039625
530	The LDBC Social Network Benchmark: Interactive Workload	2015	SIGMOD	0.00020823189
1,211	BG: A Benchmark to Evaluate Interactive Social Networking Actions	2013	CIDR	0.00013259096
1,578	PaxosStore: High-availability Storage Made Practical in WeChat	2017	VLDB	0.00011275654
1,614	MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph	2020	VLDB	0.00011137963
1,858	On Brewing Fresh Espresso: LinkedIn’s Distributed Data Serving Platform	2013	SIGMOD	0.00010311085
2,548	An Evaluation of Distributed Concurrency Control	2017	VLDB	8.5594603e-05
5,618	RAMP-TAO: Layering Atomic Transactions on Facebook’s Online TAO Data Store	2021	VLDB	5.4081479e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,211	BG: A Benchmark to Evaluate Interactive Social Networking Actions	2013	CIDR	0.00013259096
339	OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases	2014	VLDB	0.00026895683
7,195	BSMA: A Benchmark for Analytical Queries over Social Media Data	2014	VLDB	4.799032e-05
6,843	Petabyte Scale Databases and Storage Systems at Facebook	2013	SIGMOD	4.9046389e-05
4,574	Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation	2019	VLDB	6.0663571e-05
10,424	RedTAO: A Trillion-edge High-throughput Graph Store	2025	SIGMOD	4.1905499e-05
530	The LDBC Social Network Benchmark: Interactive Workload	2015	SIGMOD	0.00020823189
3,670	The LDBC Social Network Benchmark: Business Intelligence Workload	2023	VLDB	6.8557811e-05
3,399	TAO: How Facebook Serves the Social Graph	2012	SIGMOD	7.1366107e-05
281	LinkBench: a Database Benchmark Based on the Facebook Social Graph	2013	SIGMOD	0.00029084275