Back to papers
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
h2bb60caea878680e
Venue
SIGMOD
Year
2024
Pagerank
5.5847531e-05
Overall Rank
7,098 | 52.43%
DOI
10.1145/3654983
Incoming Non-self Citations Over Time
BibTeX Citation
Copy BibTeX
@inproceedings{pang_sigmod24,
title = {{Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases}},
author = {Pang, Xi and Wang, Jianguo},
series = {{SIGMOD} '24},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3654983},
url = {https://dl.acm.org/doi/10.1145/3654983},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
Rank
Citing Paper
Year
Venue
Pagerank
7,258
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure
2024
SIGMOD
5.5577384e-05
7,974
Fast Vector Search in PostgreSQL: A Decoupled Approach
2026
CIDR
5.3990742e-05
8,050
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
2025
CIDR
5.3839177e-05
8,775
CXL Memory Performance for In-Memory Data Processing
2025
VLDB
5.2678044e-05
9,765
Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory
2025
VLDB
5.115551e-05
10,563
O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading
2026
SIGMOD
4.9605343e-05
10,605
Marlin: Efficient Coordination for Autoscaling Cloud DBMS
2026
SIGMOD
4.9605343e-05
10,701
DART: A Lock-free Two-layer Hashed ART Index for Disaggregated Memory
2026
SIGMOD
4.9605343e-05
10,750
Reducing Tail Latency in Storage-Disaggregated Database Systems
2026
SIGMOD
4.9605343e-05
11,000
Seron: Smart Query Router for Multi-Primary Cloud-Native Databases with Shared Storage
2026
VLDB
4.9605343e-05
11,351
Concurrency Control as a Service
2025
VLDB
4.9605343e-05
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
52
The Snowflake Elastic Data Warehouse
2016
SIGMOD
0.00041439488
63
Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases
2017
SIGMOD
0.00038609177
181
Milvus: A Purpose-Built Vector Data Management System
2021
SIGMOD
0.00026425782
543
Socrates: The New SQL Server in the Cloud
2019
SIGMOD
0.00016588324
651
Amazon Redshift Re-invented
2022
SIGMOD
0.00015126716
1,134
Dremel: A Decade of Interactive SQL Analysis at Web Scale
2020
VLDB
0.00011863043
1,221
PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database
2018
VLDB
0.00011449953
1,315
PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers
2021
SIGMOD
0.00011047549
1,687
POLARIS: The Distributed SQL Engine in Azure Synapse
2020
VLDB
9.8500167e-05
1,974
Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory
2022
SIGMOD
9.2725837e-05
2,474
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud
2019
VLDB
8.3955114e-05
2,654
Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation
2021
VLDB
8.1466759e-05
2,679
Taurus Database: How to be Fast, Available, and Frugal in the Cloud
2020
SIGMOD
8.1228765e-05
2,881
Exploiting Directly-Attached NVMe Arrays in DBMS
2020
CIDR
7.8945474e-05
3,055
Eon Mode: Bringing the Vertica Columnar Database to the Cloud
2018
SIGMOD
7.6896798e-05
3,146
Rethinking Data Management Systems for Disaggregated Data Centers
2020
CIDR
7.5819173e-05
3,240
Farview: Disaggregated Memory with Operator Off-loading for Database Engines
2022
CIDR
7.482039e-05
3,404
FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS
2021
VLDB
7.3212594e-05
3,649
The evolution of Amazon Redshift (extended abstract)
2021
VLDB
7.1172165e-05
4,044
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation
2023
VLDB
6.820171e-05
4,064
Disaggregating RocksDB: A Production Experience
2023
SIGMOD
6.8113799e-05
4,412
Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA
2023
SIGMOD
6.5988566e-05
7,258
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure
2024
SIGMOD
5.5577384e-05
Semantically Similar Papers
#
Overall Rank
Paper
Year
Venue
1
7,965
Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases
2025
SIGMOD
2
1,509
Cloud-Native Database Systems at Alibaba: Opportunities and Challenges
2019
VLDB
3
7,725
Query Centric Partitioning and Allocation for Partially Replicated Database Systems
2017
SIGMOD
4
3,146
Rethinking Data Management Systems for Disaggregated Data Centers
2020
CIDR
5
2,352
Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs
2020
VLDB
6
1,585
On the Design and Scalability of Distributed Shared-Data Databases
2015
SIGMOD
7
2,654
Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation
2021
VLDB
8
1,315
PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers
2021
SIGMOD
9
10,750
Reducing Tail Latency in Storage-Disaggregated Database Systems
2026
SIGMOD
10
9,228
Disaggregation: A New Architecture for Cloud Databases
2025
VLDB