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Diva: Making MVCC Systems HTAP-Friendly

Summary: Introduces Diva (Decoupling Index from Version Data) to physically separate MVCC index from version data for HTAP-friendly design. Uses provisional indexing and time-interval garbage collection to decouple concerns, breaking the space-time tradeoff; demonstrated on PostgreSQL and MySQL under HTAP workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6582ca241f647e65
Venue
SIGMOD
Year
2022
Pagerank
5.9486769e-05
Overall Rank
5,916 | 60.23%
DOI
10.1145/3514221.3526135

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{kim_sigmod22,
        title = {{Diva: Making MVCC Systems HTAP-Friendly}},
        author = {Kim, Jongbin and Yu, Jaeseon and Ahn, Jaechan and Kang, Sooyong and Jung, Hyungsoo},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526135},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526135},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank Citing Paper Year Venue Pagerank
7,049 Polaris: Enabling Transaction Priority in Optimistic Concurrency Control 2023 SIGMOD 5.6132108e-05
7,735 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.4631389e-05
8,584 Mammoths Are Slow: The Overlooked Transactions of Graph Data 2024 VLDB 5.3090795e-05
8,805 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 5.2732683e-05
9,791 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1259267e-05
10,059 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 5.0875952e-05
10,310 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0386264e-05
10,556 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.9793485e-05
11,015 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.9793485e-05
11,102 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 37 of 37 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00068998927
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064031282
34 The Design Of Postgres 1986 SIGMOD 0.00049142315
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00048001919
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043160717
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041219077
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.000392237
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038531147
179 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026611886
233 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023783585
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023765806
510 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017065714
543 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001663263
636 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015360975
852 Streaming Queries over Streaming Data 2002 VLDB 0.00013451343
872 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013342029
980 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00012720677
1,132 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011898257
1,147 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011813751
1,425 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010714536
1,675 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9181121e-05
1,790 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.6272006e-05
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6259014e-05
2,632 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 8.1995358e-05
2,671 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 8.15025e-05
2,765 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 8.0439015e-05
2,818 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9739791e-05
2,951 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.8166642e-05
2,997 F1 Lightning: HTAP as a Service 2020 VLDB 7.7689996e-05
4,223 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.7237373e-05
4,581 Tunable Consistency in MongoDB 2019 VLDB 6.5210792e-05
5,472 Rethink the Scan in MVCC Databases 2021 SIGMOD 6.1179132e-05
5,704 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.030002e-05
6,297 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.81916e-05
7,300 Unified Spatial Analytics from Heterogeneous Sources with Amazon Redshift 2020 SIGMOD 5.5603068e-05
7,384 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 5.5385293e-05
10,206 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 5.059736e-05
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