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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
6510
Venue
SIGMOD
Year
2022
Pagerank
6.0822211e-05
Overall Rank
5,805 | 60.18%
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.

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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 0.00069513174
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
34 The Design Of Postgres 1986 SIGMOD 0.00049302774
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
186 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026182534
237 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002369895
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
505 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017285498
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
655 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00015263509
832 Streaming Queries over Streaming Data 2002 VLDB 0.00013736125
903 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.0001332486
970 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00012882125
1,135 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00012032847
1,213 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011646797
1,463 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010700936
1,692 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9979924e-05
1,925 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 9.4764398e-05
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,924 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.9562091e-05
2,962 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 7.9170451e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,035 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 7.8297746e-05
3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 7.6231159e-05
3,434 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 7.4172842e-05
4,156 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.86587e-05
4,523 Tunable Consistency in MongoDB 2019 VLDB 6.6463056e-05
5,825 Long-lived Transactions Made Less Harmful 2020 SIGMOD 6.0747201e-05
6,027 Rethink the Scan in MVCC Databases 2021 SIGMOD 6.0022194e-05
6,264 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.9357781e-05
7,219 Unified Spatial Analytics from Heterogeneous Sources with Amazon Redshift 2020 SIGMOD 5.6681111e-05
7,276 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 5.6582613e-05
10,017 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 5.1758281e-05
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