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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
6,012 Fine-Grained Re-Execution for Efficient Batched Commit of Distributed Transactions 2023 VLDB 5.8964082e-05
6,033 Ganos: A Multidimensional, Dynamic, and Scene-Oriented Cloud-Native Spatial Database Engine 2022 VLDB 5.8906344e-05
6,114 PALF: Replicated Write-Ahead Logging for Distributed Databases 2024 VLDB 5.8660286e-05
6,170 BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance 2024 SIGMOD 5.846836e-05
6,189 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.8391363e-05
6,288 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.8063583e-05
6,455 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 5.762002e-05
6,500 Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index 2024 VLDB 5.7478171e-05
6,507 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.7453056e-05
6,512 Operon: An Encrypted Database for Ownership-Preserving Data Management 2022 VLDB 5.7440191e-05
6,602 ArkDB: A Key-Value Engine for Scalable Cloud Storage Services 2021 SIGMOD 5.7207472e-05
6,612 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.7175793e-05
6,768 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.6693759e-05
6,835 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.6527238e-05
6,898 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.6377384e-05
6,965 GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023 SIGMOD 5.6172617e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
7,098 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.5847531e-05
7,253 SaS: SSD as SQL Database System 2021 VLDB 5.5582274e-05
7,258 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 5.5577384e-05
7,368 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 5.526328e-05
7,837 CDSBen: Benchmarking the Performance of Storage Services in Cloud-native Database System at ByteDance 2023 VLDB 5.4276977e-05
7,850 TDSQL: Tencent Distributed Database System 2024 VLDB 5.4233206e-05
7,896 Asynchronous Prefix Recoverability for Fast Distributed Stores 2021 SIGMOD 5.4152499e-05
7,974 Fast Vector Search in PostgreSQL: A Decoupled Approach 2026 CIDR 5.3990742e-05
8,068 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 5.3809781e-05
8,091 Two is Better Than One: The Case for 2-Tree for Skewed Data Sets 2023 CIDR 5.3744333e-05
8,100 Amazon MemoryDB: A Fast and Durable Memory-First Cloud Database 2024 SIGMOD 5.3739121e-05
8,180 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.3676609e-05
8,266 Index Checkpoints for Instant Recovery in In-Memory Database Systems 2022 VLDB 5.3498895e-05
8,370 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB 5.3287859e-05
8,558 AirIndex: Versatile Index Tuning Through Data and Storage 2023 SIGMOD 5.3016395e-05
8,596 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.2926896e-05
8,597 Starry: Multi-master Transaction Processing on Semi-leader Architecture 2023 VLDB 5.2926286e-05
8,607 ScalarDB: Universal Transaction Manager for Polystores 2023 VLDB 5.289496e-05
8,785 DDS: DPU-optimized Disaggregated Storage 2024 VLDB 5.2638323e-05
8,979 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 5.2330911e-05
9,067 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.2134185e-05
9,228 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.1901886e-05
9,383 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 5.1703127e-05
9,391 Scalable, Near-Zero Loss Disaster Recovery for Distributed Data Stores 2020 VLDB 5.1678566e-05
9,490 CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization 2025 SIGMOD 5.1554124e-05
9,624 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.1372533e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
9,683 Disaggregated State Management in Apache Flink 2.0 2025 VLDB 5.1258854e-05
9,722 DPDPU: Data Processing with DPUs 2025 CIDR 5.1214564e-05
9,745 OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster 2023 VLDB 5.1180512e-05
9,748 Chimera: Mitigating Ownership Transfers in Multi-Primary Shared-Storage Cloud-Native Databases 2025 VLDB 5.1176662e-05
9,830 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1065586e-05
9,886 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 5.10323e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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