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MRVs: Enforcing Numeric Invariants in Parallel Updates to Hotspots with Randomized Splitting
Summary: MRVs enforce numeric invariants under parallel hotspot updates by randomized value splitting across records, making conflicts arbitrarily small. Layered on existing transactions, MRVs preserve isolation and boost throughput; evaluated on five systems with TPC-C/STAMP Vacation, showing fewer aborts than alternatives.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6546
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 4.1945683e-05
- Overall Rank
- 11,180 | 22.23%
- DOI
-
10.1145/3588723
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 17 of 17 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 23 |
A Critique of ANSI SQL Isolation Levels |
1995 |
SIGMOD |
0.00083894938 |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052389723 |
| 156 |
Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases |
2017 |
SIGMOD |
0.00040504295 |
| 349 |
Serializable Isolation for Snapshot Databases |
2008 |
SIGMOD |
0.00026440605 |
| 390 |
CockroachDB: The Resilient Geo-Distributed SQL Database |
2020 |
SIGMOD |
0.00024607299 |
| 635 |
Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores |
2015 |
VLDB |
0.00018879031 |
| 957 |
Serializable Snapshot Isolation in PostgreSQL |
2012 |
VLDB |
0.00015048214 |
| 1,028 |
Coordination Avoidance in Database Systems |
2015 |
VLDB |
0.00014584518 |
| 1,521 |
High Performance Transactions via Early Write Visibility |
2017 |
VLDB |
0.00011532045 |
| 1,926 |
Efficient Numerical Error Bounding for Replicated Network Services |
2000 |
VLDB |
0.00010067514 |
| 1,961 |
TicToc: Time Traveling Optimistic Concurrency Control |
2016 |
SIGMOD |
9.9514005e-05 |
| 2,565 |
Concurrency Control in Groupware Systems |
1989 |
SIGMOD |
8.5261082e-05 |
| 3,788 |
Opportunities for Optimism in Contended Main-Memory Multicore Transactions |
2020 |
VLDB |
6.7656267e-05 |
| 4,721 |
Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking |
2021 |
SIGMOD |
5.9729623e-05 |
| 5,044 |
High Contention in a Stock Trading Database: A Case Study |
1988 |
SIGMOD |
5.7410441e-05 |
| 5,678 |
Cloud-Native Transactions and Analytics in SingleStore |
2022 |
SIGMOD |
5.3746593e-05 |
| 9,616 |
Modeling Hot Spots In Database Systems (Extended Abstract) |
1991 |
PODS |
4.3177432e-05 |
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