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Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases
Summary: First systematic, controllable study of storage-disaggregated DB design choices (Aurora/Socrates/AlloyDB style): isolates effects of disaggregation, log-as-data, shared storage, and log-replay strategies. Open-source PostgreSQL-based prototype enables fine-grained performance attribution across scenarios.
(summarized by gpt-5.4-mini on May 24 2026)
- Paper ID
- 6944
- Venue
- SIGMOD
- Year
- 2024
- Pagerank
- 4.6891172e-05
- Overall Rank
- 7,622 | 47.03%
- DOI
-
10.1145/3654983
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 23 of 23 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 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 |
| 494 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021769407 |
| 914 |
Socrates: The New SQL Server in the Cloud |
2019 |
SIGMOD |
0.00015370799 |
| 1,273 |
Amazon Redshift Re-invented |
2022 |
SIGMOD |
0.00012870386 |
| 1,593 |
PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database |
2018 |
VLDB |
0.00011214218 |
| 2,060 |
Dremel: A Decade of Interactive SQL Analysis at Web Scale |
2020 |
VLDB |
9.6585115e-05 |
| 2,337 |
PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers |
2021 |
SIGMOD |
9.0092781e-05 |
| 2,542 |
POLARIS: The Distributed SQL Engine in Azure Synapse |
2020 |
VLDB |
8.5681631e-05 |
| 2,991 |
Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory |
2022 |
SIGMOD |
7.7701741e-05 |
| 3,153 |
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud |
2019 |
VLDB |
7.4706916e-05 |
| 3,353 |
Eon Mode: Bringing the Vertica Columnar Database to the Cloud |
2018 |
SIGMOD |
7.1825176e-05 |
| 3,396 |
Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation |
2021 |
VLDB |
7.1396933e-05 |
| 3,682 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8429686e-05 |
| 3,829 |
Farview: Disaggregated Memory with Operator Off-loading for Database Engines |
2022 |
CIDR |
6.7187307e-05 |
| 3,838 |
The evolution of Amazon Redshift (extended abstract) |
2021 |
VLDB |
6.7113252e-05 |
| 3,932 |
Rethinking Data Management Systems for Disaggregated Data Centers |
2020 |
CIDR |
6.6190727e-05 |
| 4,031 |
Taurus Database: How to be Fast, Available, and Frugal in the Cloud |
2020 |
SIGMOD |
6.5136841e-05 |
| 4,672 |
FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS |
2021 |
VLDB |
6.001444e-05 |
| 5,015 |
Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA |
2023 |
SIGMOD |
5.7517038e-05 |
| 5,067 |
Disaggregating RocksDB: A Production Experience |
2023 |
SIGMOD |
5.714783e-05 |
| 5,498 |
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation |
2023 |
VLDB |
5.4738497e-05 |
| 7,812 |
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure |
2024 |
SIGMOD |
4.6411266e-05 |
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| 1,956 |
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VLDB |
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| 2,337 |
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| 10,850 |
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VLDB |
4.1905499e-05 |