M2Bench: A Database Benchmark for Multi-Model Analytic Workloads
Summary: Introduces M2Bench, a focused benchmark for multi-model DBMSs covering relational, document, property-graph and notably array models, with workloads modeled on real-world tasks that involve at least two data models. Evaluates polyglot systems to reveal per-model performance and trade-offs. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bogyeong Kim (Seoul National University)
- 2. Kyoseung Koo (Seoul National University)
- 3. Undraa Enkhbat (Seoul National University)
- 4. Sohyun Kim (Seoul National University)
- 5. Juhun Kim (Seoul National University)
- 6. Bongki Moon (Seoul National University)
BibTeX Citation
@article{kim_vldb23,
title = {{M2Bench: A Database Benchmark for Multi-Model Analytic Workloads}},
author = {Kim, Bogyeong and Koo, Kyoseung and Enkhbat, Undraa and Kim, Sohyun and Kim, Juhun and Moon, Bongki},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {4},
pages = {747--759},
doi = {10.14778/3574245.3574259},
url = {https://doi.org/10.14778/3574245.3574259},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,944 | On Efficient Large Sparse Matrix Chain Multiplication | 2024 | SIGMOD | 5.1042523e-05 |
| 10,755 | A Resource-centric Analysis and Optimization of NoSQL Workloads using Distressed Resource Volume Metric | 2026 | VLDB | 4.9793485e-05 |
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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 |
|---|---|---|---|---|
| 86 | XMark: A Benchmark for XML Data Management | 2002 | VLDB | 0.00035810622 |
| 236 | LinkBench: a Database Benchmark Based on the Facebook Social Graph | 2013 | SIGMOD | 0.00023671522 |
| 387 | The LDBC Social Network Benchmark: Interactive Workload | 2015 | SIGMOD | 0.00019426275 |
| 415 | SystemML: Declarative Machine Learning on Spark | 2016 | VLDB | 0.0001865959 |
| 419 | Cypher: An Evolving Query Language for Property Graphs | 2018 | SIGMOD | 0.0001854669 |
| 672 | The TileDB Array Data Storage Manager | 2017 | VLDB | 0.0001489638 |
| 741 | The Multidimensional Database System RasDaMan | 1998 | SIGMOD | 0.00014322786 |
| 1,251 | Semistructured Data | 1997 | PODS | 0.00011337126 |
| 1,702 | BigBench: Towards an Industry Standard Benchmark for Big Data Analytics | 2013 | SIGMOD | 9.8361594e-05 |
| 3,008 | GenBase: A Complex Analytics Genomics Benchmark | 2014 | SIGMOD | 7.7595064e-05 |
| 9,335 | Enabling Rich Queries Over Heterogeneous Data From Diverse Sources In HealthCare | 2020 | CIDR | 5.1917243e-05 |
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