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: 6448
Venue: SIGMOD
Year: 2022
Pagerank: 5.1215989e-05
Overall Rank: 6,302 | 56.16%
DOI: 10.1145/3514221.3526135

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,580	Polaris: Enabling Transaction Priority in Optimistic Concurrency Control	2023	SIGMOD	4.7058993e-05
8,192	Scalable and Robust Snapshot Isolation for High-Performance Storage Engines	2023	VLDB	4.562388e-05
8,481	Mammoths Are Slow: The Overlooked Transactions of Graph Data	2024	VLDB	4.501065e-05
9,620	Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading	2023	VLDB	4.3169852e-05
9,904	TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads	2023	VLDB	4.258022e-05
10,063	Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs	2026	SIGMOD	4.1945683e-05
10,293	Vodka: Rethink Benchmarking Philosophy in HTAP Systems	2026	VLDB	4.1945683e-05
10,369	Boosting OLTP Performance with Per-Page Logging on NVDIMM	2025	SIGMOD	4.1945683e-05
10,578	Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving	2025	VLDB	4.1945683e-05
10,772	veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System	2025	VLDB	4.1945683e-05

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
21	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
44	The Design Of Postgres	1986	SIGMOD	0.00071838587
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052389723
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
131	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0004370331
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040504295
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
310	The Vertica Analytic Database: C-Store 7 Years Later	2012	VLDB	0.00028132402
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
488	TiDB: A Raft-based HTAP Database	2020	VLDB	0.000220409
591	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019569071
918	Socrates: The New SQL Server in the Cloud	2019	SIGMOD	0.00015350181
985	Streaming Queries over Streaming Data	2002	VLDB	0.00014852471
1,036	ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads	2016	SIGMOD	0.0001452166
1,111	Sybase IQ Multiplex – Designed For Analytics	2004	VLDB	0.00013936696
1,432	An Empirical Evaluation of In-Memory Multi-Version Concurrency Control	2017	VLDB	0.00012017544
1,610	MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph	2020	VLDB	0.00011148094
1,611	Qd-tree: Learning Data Layouts for Big Data Analytics	2020	SIGMOD	0.00011147324
1,984	Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes	2018	SIGMOD	9.8607096e-05
2,312	Real-Time Analytical Processing with SQL Server	2015	VLDB	9.0530853e-05
2,545	POLARIS: The Distributed SQL Engine in Azure Synapse	2020	VLDB	8.5725413e-05
2,691	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2909126e-05
3,374	Constant Time Recovery in Azure SQL Database	2019	VLDB	7.1635315e-05
3,721	To Partition, or Not to Partition, That is the Join Question in a Real System	2021	SIGMOD	6.8179379e-05
3,768	F1 Lightning: HTAP as a Service	2020	VLDB	6.7782774e-05
3,779	Instance-Optimized Data Layouts for Cloud Analytics Workloads	2021	SIGMOD	6.7747205e-05
4,019	Taurus Database: How to be Fast, Available, and Frugal in the Cloud	2020	SIGMOD	6.5238856e-05
4,103	Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA	2016	SIGMOD	6.4519655e-05
4,347	Tunable Consistency in MongoDB	2019	VLDB	6.269146e-05
4,812	Citus: Distributed PostgreSQL for Data-Intensive Applications	2021	SIGMOD	5.9053048e-05
6,332	Long-lived Transactions Made Less Harmful	2020	SIGMOD	5.1070098e-05
6,432	Rethink the Scan in MVCC Databases	2021	SIGMOD	5.0651471e-05
6,666	Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats	2021	VLDB	4.9691571e-05
7,337	Unified Spatial Analytics from Heterogeneous Sources with Amazon Redshift	2020	SIGMOD	4.7584825e-05
7,443	From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About	2012	SIGMOD	4.7284745e-05
9,864	Continuous Query Processing in Data Streams Using Duality of Data and Queries	2006	SIGMOD	4.2675822e-05

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10,293	Vodka: Rethink Benchmarking Philosophy in HTAP Systems	2026	VLDB	4.1945683e-05
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332	On Concurrency Control by Multiple Versions	1982	PODS	0.00027208023
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