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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
5411
Venue
SIGMOD
Year
2017
Pagerank
0.00037333356
Overall Rank
73 | 99.51%
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 133 citing papers.

Rank Citing Paper Year Venue Pagerank
6,045 Helios: Hyperscale Indexing for the Cloud & Edge 2020 VLDB 5.9957544e-05
6,174 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.9510389e-05
6,210 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 5.9425753e-05
6,386 Operon: An Encrypted Database for Ownership-Preserving Data Management 2022 VLDB 5.8899805e-05
6,418 PALF: Replicated Write-Ahead Logging for Distributed Databases 2024 VLDB 5.8819368e-05
6,512 FineLine: Log-structured Transactional Storage and Recovery 2018 VLDB 5.8563029e-05
6,521 BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance 2024 SIGMOD 5.8534756e-05
6,529 ArkDB: A Key-Value Engine for Scalable Cloud Storage Services 2021 SIGMOD 5.8501325e-05
6,684 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.8036476e-05
6,742 Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index 2024 VLDB 5.7862414e-05
6,770 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD 5.7783709e-05
6,792 Border-Collie: A Wait-free, Read-optimal Algorithm for Database Logging on Multicore Hardware 2019 SIGMOD 5.7721543e-05
6,811 GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023 SIGMOD 5.7658045e-05
6,939 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.7338637e-05
7,072 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.7107965e-05
7,135 SaS: SSD as SQL Database System 2021 VLDB 5.6940523e-05
7,341 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.6390976e-05
7,686 TDSQL: Tencent Distributed Database System 2024 VLDB 5.5676271e-05
7,693 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 5.5663461e-05
7,717 Asynchronous Prefix Recoverability for Fast Distributed Stores 2021 SIGMOD 5.5605526e-05
7,826 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 5.53654e-05
7,873 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.5257163e-05
7,901 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 5.5185913e-05
7,905 Amazon MemoryDB: A Fast and Durable Memory-First Cloud Database 2024 SIGMOD 5.5181056e-05
8,016 Two is Better Than One: The Case for 2-Tree for Skewed Data Sets 2023 CIDR 5.5070057e-05
8,099 Index Checkpoints for Instant Recovery in In-Memory Database Systems 2022 VLDB 5.4873906e-05
8,381 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.4377136e-05
8,386 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB 5.436614e-05
8,406 ScalarDB: Universal Transaction Manager for Polystores 2023 VLDB 5.4314245e-05
8,418 Starry: Multi-master Transaction Processing on Semi-leader Architecture 2023 VLDB 5.4283265e-05
8,619 DDS: DPU-optimized Disaggregated Storage 2024 VLDB 5.3996947e-05
8,781 Fast Vector Search in PostgreSQL: A Decoupled Approach 2026 CIDR 5.374155e-05
8,785 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 5.3735061e-05
8,947 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.3475158e-05
9,106 AirIndex: Versatile Index Tuning Through Data and Storage 2023 SIGMOD 5.3226167e-05
9,116 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 5.3205884e-05
9,345 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.284891e-05
9,409 NV-SQL: Boosting OLTP Performance with Non-Volatile DIMMs 2023 VLDB 5.2750967e-05
9,468 Disaggregated State Management in Apache Flink 2.0 2025 VLDB 5.2634238e-05
9,511 DPDPU: Data Processing with DPUs 2025 CIDR 5.25736e-05
9,530 OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster 2023 VLDB 5.2543048e-05
9,667 HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine 2022 SIGMOD 5.2401605e-05
9,711 PNUTS to Sherpa: Lessons from Yahoo!’s Cloud Database 2019 VLDB 5.2343601e-05
9,768 CDSBen: Benchmarking the Performance of Storage Services in Cloud-native Database System at ByteDance 2023 VLDB 5.2212078e-05
9,774 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.2209769e-05
9,797 The Story of AWS Glue 2023 VLDB 5.21848e-05
9,837 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 5.2110542e-05
9,896 VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation 2023 SIGMOD 5.1997534e-05
9,950 CloudJump: Optimizing Cloud Databases for Cloud Storages 2022 VLDB 5.1915905e-05
10,058 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1664022e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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