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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
- 6943
- Venue
- SIGMOD
- Year
- 2024
- Pagerank
- 4.692459e-05
- Overall Rank
- 7,628 | 46.94%
- 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 |
0.00040504295 |
| 167 |
The Snowflake Elastic Data Warehouse |
2016 |
SIGMOD |
0.00039180521 |
| 495 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021767688 |
| 918 |
Socrates: The New SQL Server in the Cloud |
2019 |
SIGMOD |
0.00015350181 |
| 1,284 |
Amazon Redshift Re-invented |
2022 |
SIGMOD |
0.00012837822 |
| 1,593 |
PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database |
2018 |
VLDB |
0.00011224049 |
| 2,062 |
Dremel: A Decade of Interactive SQL Analysis at Web Scale |
2020 |
VLDB |
9.6481955e-05 |
| 2,358 |
PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers |
2021 |
SIGMOD |
8.9617346e-05 |
| 2,545 |
POLARIS: The Distributed SQL Engine in Azure Synapse |
2020 |
VLDB |
8.5725413e-05 |
| 3,152 |
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud |
2019 |
VLDB |
7.4711766e-05 |
| 3,176 |
Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory |
2022 |
SIGMOD |
7.436745e-05 |
| 3,350 |
Eon Mode: Bringing the Vertica Columnar Database to the Cloud |
2018 |
SIGMOD |
7.1890237e-05 |
| 3,430 |
Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation |
2021 |
VLDB |
7.1009617e-05 |
| 3,687 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8417266e-05 |
| 3,841 |
Farview: Disaggregated Memory with Operator Off-loading for Database Engines |
2022 |
CIDR |
6.7103563e-05 |
| 3,844 |
The evolution of Amazon Redshift (extended abstract) |
2021 |
VLDB |
6.7076451e-05 |
| 4,019 |
Taurus Database: How to be Fast, Available, and Frugal in the Cloud |
2020 |
SIGMOD |
6.5238856e-05 |
| 4,247 |
Rethinking Data Management Systems for Disaggregated Data Centers |
2020 |
CIDR |
6.325596e-05 |
| 4,667 |
FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS |
2021 |
VLDB |
6.0116919e-05 |
| 5,042 |
Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA |
2023 |
SIGMOD |
5.7414429e-05 |
| 5,069 |
Disaggregating RocksDB: A Production Experience |
2023 |
SIGMOD |
5.7202501e-05 |
| 5,490 |
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation |
2023 |
VLDB |
5.4778129e-05 |
| 7,808 |
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure |
2024 |
SIGMOD |
4.6455813e-05 |
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Paper |
Year |
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| 2,840 |
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| 1,957 |
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| 3,430 |
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VLDB |
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| 2,358 |
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| 10,202 |
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| 10,846 |
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VLDB |
4.1945683e-05 |