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Cloud Databases: New Techniques, Challenges, and Opportunities

Summary: Survey of cloud-native databases (DBaaS) with OLTP/OLAP taxonomies and techniques like compute-storage disaggregation and log-as-database. Reviews storage, processing, analytics, replication, serverless, recovery, and security, and outlines challenges and opportunities. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
13070
Venue
VLDB
Year
2022
Pagerank
5.5185913e-05
Overall Rank
7,901 | 45.80%
DOI
10.14778/3554821.3554893

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb22,
        title = {{Cloud Databases: New Techniques, Challenges, and Opportunities}},
        author = {Li, Guoliang and Dong, Haowen and Zhang, Chao},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {12},
        pages = {3758--3761},
        doi = {10.14778/3554821.3554893},
        url = {https://doi.org/10.14778/3554821.3554893},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
939 Starling: A Scalable Query Engine on Cloud Functions 2020 SIGMOD 0.00013083524
1,424 Azure SQL Database Always Encrypted 2020 SIGMOD 0.00010819191
1,453 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010742227
1,463 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010700936
1,584 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.0001028934
1,937 Elastic Machine Learning Algorithms in Amazon SageMaker 2020 SIGMOD 9.4524758e-05
2,723 Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation 2022 VLDB 8.2049453e-05
2,834 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 8.073077e-05
2,888 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 7.9941489e-05
3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 7.6231159e-05
3,236 Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service 2015 VLDB 7.6108467e-05
3,585 The evolution of Amazon Redshift (extended abstract) 2021 VLDB 7.2840127e-05
3,632 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2368817e-05
3,662 openGauss: An Autonomous Database System 2021 VLDB 7.2166682e-05
3,762 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.1449267e-05
5,340 Machine Learning for Databases 2021 VLDB 6.2603359e-05
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