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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
- 6547
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 4.1905499e-05
- Overall Rank
- 11,183 | 22.28%
- DOI
-
10.1145/3588723
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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 |
0.00083899338 |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052844656 |
| 156 |
Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases |
2017 |
SIGMOD |
0.00040580118 |
| 348 |
Serializable Isolation for Snapshot Databases |
2008 |
SIGMOD |
0.00026473778 |
| 363 |
CockroachDB: The Resilient Geo-Distributed SQL Database |
2020 |
SIGMOD |
0.00025750338 |
| 632 |
Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores |
2015 |
VLDB |
0.00018895506 |
| 956 |
Serializable Snapshot Isolation in PostgreSQL |
2012 |
VLDB |
0.00015068342 |
| 1,022 |
Coordination Avoidance in Database Systems |
2015 |
VLDB |
0.00014606725 |
| 1,521 |
High Performance Transactions via Early Write Visibility |
2017 |
VLDB |
0.00011522701 |
| 1,929 |
Efficient Numerical Error Bounding for Replicated Network Services |
2000 |
VLDB |
0.00010060709 |
| 1,958 |
TicToc: Time Traveling Optimistic Concurrency Control |
2016 |
SIGMOD |
9.9592064e-05 |
| 2,569 |
Concurrency Control in Groupware Systems |
1989 |
SIGMOD |
8.5188192e-05 |
| 3,789 |
Opportunities for Optimism in Contended Main-Memory Multicore Transactions |
2020 |
VLDB |
6.7614151e-05 |
| 4,715 |
Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking |
2021 |
SIGMOD |
5.9692979e-05 |
| 5,042 |
High Contention in a Stock Trading Database: A Case Study |
1988 |
SIGMOD |
5.7354524e-05 |
| 5,691 |
Cloud-Native Transactions and Analytics in SingleStore |
2022 |
SIGMOD |
5.3697521e-05 |
| 9,616 |
Modeling Hot Spots In Database Systems (Extended Abstract) |
1991 |
PODS |
4.3136057e-05 |
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