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Don’t Look Back, Look into the Future: Prescient Data Partitioning and Migration for Deterministic Database Systems
Summary: Hermes proposes a deterministic DB system that avoids reliance on complex data partitioning. It uses prescient routing that jointly optimizes machine load balance, partitioning decisions, and live migration by looking ahead to near-future queued transactions, delivering 29% to 137% higher throughput than state-of-the-art systems on complex workloads.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6107
- Venue
- SIGMOD
- Year
- 2021
- Pagerank
- 4.553873e-05
- Overall Rank
- 8,232 | 42.74%
- DOI
-
10.1145/3448016.3452827
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 86 |
The End of an Architectural Era (It's Time for a Complete Rewrite) |
2007 |
VLDB |
0.00052563276 |
| 122 |
Calvin: Fast Distributed Transactions for Partitioned Database Systems |
2012 |
SIGMOD |
0.00045316749 |
| 137 |
H-Store: A High-Performance, Distributed Main Memory Transaction Processing System |
2008 |
VLDB |
0.00042342967 |
| 189 |
Megastore: Providing Scalable, Highly Available Storage for Interactive Services |
2011 |
CIDR |
0.00035925334 |
| 209 |
Schism: a Workload-Driven Approach to Database Replication and Partitioning |
2010 |
VLDB |
0.00034468292 |
| 679 |
Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems |
2012 |
SIGMOD |
0.00018215154 |
| 892 |
Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms |
2011 |
SIGMOD |
0.00015559876 |
| 959 |
The Case for Determinism in Database Systems |
2010 |
VLDB |
0.00015025361 |
| 1,092 |
E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems |
2015 |
VLDB |
0.00014135961 |
| 1,121 |
Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration |
2011 |
VLDB |
0.00013856011 |
| 1,428 |
Don't be lazy, be consistent: Postgres-R, A new way to implement Database Replication |
2000 |
VLDB |
0.00012040675 |
| 1,521 |
High Performance Transactions via Early Write Visibility |
2017 |
VLDB |
0.00011532045 |
| 2,802 |
Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems |
2016 |
SIGMOD |
8.0989124e-05 |
| 2,948 |
Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases |
2015 |
SIGMOD |
7.8341023e-05 |
| 3,005 |
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas |
2017 |
VLDB |
7.7303579e-05 |
| 3,057 |
Towards a Non-2PC Transaction Management in Distributed Database Systems |
2016 |
SIGMOD |
7.6417208e-05 |
| 3,421 |
An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems |
2014 |
VLDB |
7.1139504e-05 |
| 3,605 |
Lazy Evaluation of Transactions in Database Systems |
2014 |
SIGMOD |
6.9281695e-05 |
| 4,035 |
Big Data in Capital Markets |
2013 |
SIGMOD |
6.509242e-05 |
| 4,597 |
Scalable Replay-Based Replication For Fast Databases |
2017 |
VLDB |
6.0588467e-05 |
| 4,727 |
STAR: Scaling Transactions through Asymmetric Replication |
2019 |
VLDB |
5.9690763e-05 |
| 5,742 |
JECB: a Join-Extension, Code-Based Approach to OLTP Data Partitioning |
2014 |
SIGMOD |
5.3450287e-05 |
| 7,234 |
MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems |
2019 |
VLDB |
4.7941449e-05 |
| 8,412 |
T-Part: Partitioning of Transactions for Forward-Pushing in Deterministic Database Systems |
2016 |
SIGMOD |
4.5204377e-05 |
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