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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
6449
Venue
SIGMOD
Year
2022
Pagerank
5.1268676e-05
Overall Rank
6,274 | 56.40%
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
7,585 Polaris: Enabling Transaction Priority in Optimistic Concurrency Control 2023 SIGMOD 4.7014496e-05
8,165 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 4.5680112e-05
8,480 Mammoths Are Slow: The Overlooked Transactions of Graph Data 2024 VLDB 4.4967501e-05
9,620 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 4.3128484e-05
9,903 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 4.2539423e-05
10,063 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 4.1905499e-05
10,305 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.1905499e-05
10,381 Boosting OLTP Performance with Per-Page Logging on NVDIMM 2025 SIGMOD 4.1905499e-05
10,587 Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving 2025 VLDB 4.1905499e-05
10,778 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 4.1905499e-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
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
35 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00076209479
44 The Design Of Postgres 1986 SIGMOD 0.00071946446
87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052844656
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
132 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00043697853
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040580118
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.0002815547
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
590 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00019552343
914 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015370799
984 Streaming Queries over Streaming Data 2002 VLDB 0.00014840586
1,036 ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads 2016 SIGMOD 0.00014515226
1,109 Sybase IQ Multiplex – Designed For Analytics 2004 VLDB 0.00013927106
1,431 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00012021808
1,608 Qd-tree: Learning Data Layouts for Big Data Analytics 2020 SIGMOD 0.00011169837
1,614 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011137963
1,989 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 9.8499087e-05
2,419 Real-Time Analytical Processing with SQL Server 2015 VLDB 8.8485055e-05
2,542 POLARIS: The Distributed SQL Engine in Azure Synapse 2020 VLDB 8.5681631e-05
2,693 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 8.2845883e-05
3,364 Constant Time Recovery in Azure SQL Database 2019 VLDB 7.1677609e-05
3,719 To Partition, or Not to Partition, That is the Join Question in a Real System 2021 SIGMOD 6.8141176e-05
3,764 F1 Lightning: HTAP as a Service 2020 VLDB 6.7762323e-05
3,777 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 6.7713324e-05
4,031 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 6.5136841e-05
4,087 Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA 2016 SIGMOD 6.4571437e-05
4,344 Tunable Consistency in MongoDB 2019 VLDB 6.2632559e-05
4,812 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 5.8997906e-05
6,309 Long-lived Transactions Made Less Harmful 2020 SIGMOD 5.112289e-05
6,427 Rethink the Scan in MVCC Databases 2021 SIGMOD 5.0603217e-05
6,668 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 4.9647176e-05
7,333 Unified Spatial Analytics from Heterogeneous Sources with Amazon Redshift 2020 SIGMOD 4.7541862e-05
7,443 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 4.7240917e-05
9,863 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 4.2636378e-05
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