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Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases

Summary: Aurora shifts OLTP bottlenecks to a network-aware design, pushing redo to a multi-tenant scale-out storage service for fast recovery and failover. Asynchronous consensus across storage nodes yields durable state with low recovery chatter, sharing production lessons for cloud DBs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hc7dc65cf3c8c268e
Venue
SIGMOD
Year
2017
Pagerank
0.00038609177
Overall Rank
63 | 99.58%
DOI
10.1145/3035918.3056101

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{verbitski_sigmod17,
        title = {{Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases}},
        author = {Verbitski, Alexandre and Gupta, Anurag and Saha, Debanjan and Brahmadesam, Murali and Gupta, Kamal and Mittal, Raman and Krishnamurthy, Sailesh and Maurice, Sandor and Kharatishvili, Tengiz and Bao, Xiaofeng},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3056101},
        url = {https://dl.acm.org/doi/10.1145/3035918.3056101},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 142 citing papers.

Rank Citing Paper Year Venue Pagerank
181 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00026425782
186 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00026001543
462 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017825062
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
1,147 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011777851
1,221 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011449953
1,280 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00011199537
1,315 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00011047549
1,324 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011019001
1,392 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010787433
1,509 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010415166
1,710 SLOG: Serializable, Low-latency, Geo-replicated Transactions 2019 VLDB 9.797642e-05
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,098 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 9.0326999e-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
2,831 F1 Query: Declarative Querying at Scale 2018 VLDB 7.945337e-05
2,878 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 7.8955094e-05
3,011 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7421635e-05
3,031 Data Management in Microservices: State of the Practice, Challenges, and Research Directions 2021 VLDB 7.7134489e-05
3,055 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.6896798e-05
3,404 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.3212594e-05
3,587 Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions 2019 VLDB 7.1681502e-05
3,625 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.1334017e-05
3,649 The evolution of Amazon Redshift (extended abstract) 2021 VLDB 7.1172165e-05
3,650 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1170026e-05
3,915 Adore: Differentially Oblivious Relational Database Operators 2023 VLDB 6.908248e-05
3,998 Resource Management in Aurora Serverless 2024 VLDB 6.8497732e-05
4,044 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.820171e-05
4,058 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8134824e-05
4,064 Disaggregating RocksDB: A Production Experience 2023 SIGMOD 6.8113799e-05
4,126 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.7797675e-05
4,238 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.7018946e-05
4,278 MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems 2020 VLDB 6.6739278e-05
4,352 Causal Consistency and Latency Optimality: Friend or Foe? 2018 VLDB 6.6337597e-05
4,489 Real-time Workload Pattern Analysis for Large-scale Cloud Databases 2023 VLDB 6.5619575e-05
4,754 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.42156e-05
4,763 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.4172712e-05
4,844 Epoch-based Commit and Replication in Distributed OLTP Databases 2021 VLDB 6.3720999e-05
4,951 CXL and the Return of Scale-Up Database Engines 2024 VLDB 6.3269877e-05
5,157 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2362793e-05
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
5,208 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD 6.215627e-05
5,312 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1696365e-05
5,355 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 6.1514948e-05
5,382 Taurus MM: bringing multi-master to the cloud 2023 VLDB 6.138171e-05
5,788 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9763511e-05
5,821 Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation 2023 VLDB 5.9660099e-05
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Outgoing Citations (Sorted by Pagerank)

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