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: 12883
Venue: VLDB
Year: 2022
Pagerank: 4.5714701e-05
Overall Rank: 8,150 | 43.36%
DOI: 10.14778/3554821.3554893

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,154	PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba	2023	SIGMOD	5.1795738e-05
6,399	HyBench: A New Benchmark for HTAP Databases	2024	VLDB	5.0740852e-05
8,099	GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation	2024	VLDB	4.58218e-05
9,215	PACE: Poisoning Attacks on Learned Cardinality Estimation	2024	SIGMOD	4.3679174e-05
9,645	PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking	2025	VLDB	4.3067693e-05
10,182	Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases	2026	SIGMOD	4.1905499e-05
10,413	CloudJump II: Optimizing Cloud Databases for Shared Storage	2025	SIGMOD	4.1905499e-05
10,793	AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud	2025	VLDB	4.1905499e-05

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
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040580118
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039408116
914	Socrates: The New SQL Server in the Cloud	2019	SIGMOD	0.00015370799
1,273	Amazon Redshift Re-invented	2022	SIGMOD	0.00012870386
1,324	Starling: A Scalable Query Engine on Cloud Functions	2020	SIGMOD	0.00012585081
1,477	Azure SQL Database Always Encrypted	2020	SIGMOD	0.00011729657
1,989	Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes	2018	SIGMOD	9.8499087e-05
2,060	Dremel: A Decade of Interactive SQL Analysis at Web Scale	2020	VLDB	9.6585115e-05
2,164	Elastic Machine Learning Algorithms in Amazon SageMaker	2020	SIGMOD	9.3953268e-05
2,337	PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers	2021	SIGMOD	9.0092781e-05
3,396	Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation	2021	VLDB	7.1396933e-05
3,431	Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service	2015	VLDB	7.0984188e-05
3,455	Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation	2022	VLDB	7.0760196e-05
3,466	AI Meets Database: AI4DB and DB4AI	2021	SIGMOD	7.0645718e-05
3,838	The evolution of Amazon Redshift (extended abstract)	2021	VLDB	6.7113252e-05
4,031	Taurus Database: How to be Fast, Available, and Frugal in the Cloud	2020	SIGMOD	6.5136841e-05
4,151	openGauss: An Autonomous Database System	2021	VLDB	6.4020605e-05
4,382	HTAP Databases: What is New and What is Next	2022	SIGMOD	6.2318984e-05
4,672	FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS	2021	VLDB	6.001444e-05
5,787	Machine Learning for Databases	2021	VLDB	5.3256401e-05

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Overall Rank	Paper	Year	Venue	Pagerank
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10,850	Disaggregation: A New Architecture for Cloud Databases	2025	VLDB	4.1905499e-05
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664	Relational Cloud: A Database-as-a-Service for the Cloud	2011	CIDR	0.0001846313
7,816	Databases on Modern Networks: A Decade of Research That Now Comes into Practice	2023	VLDB	4.6402756e-05
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