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CloudJump: Optimizing Cloud Databases for Cloud Storages

Summary: CloudJump shows how cloud storage invalidates traditional B-tree and LSM-tree assumptions. Its optimization framework systematically transforms on-premise engines, improving cloud-native InnoDB and RocksDB performance. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13008
Venue
VLDB
Year
2022
Pagerank
5.1915905e-05
Overall Rank
9,950 | 31.74%
DOI
10.14778/3554821.3554834

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{chen_vldb22,
        title = {{CloudJump: Optimizing Cloud Databases for Cloud Storages}},
        author = {Chen, Zongzhi and Yang, Xinjun and Li, Feifei and Cheng, Xuntao and Hu, Qingda and Miao, Zheyu and Xie, Rongbiao and Wu, Xiaofei and Wang, Kang and Song, Zhao and Sun, Haiqing and Zhuang, Zechao and Yang, Yuming and Xu, Jie and Yin, Liang and Zhou, Wenchao and Wang, Sheng},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {12},
        pages = {3432--3444},
        doi = {10.14778/3554821.3554834},
        url = {https://doi.org/10.14778/3554821.3554834},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
5,477 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2051869e-05
10,688 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 5.093636e-05
11,218 Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives 2024 VLDB 5.093636e-05
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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
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
472 Optimizing Space Amplification in RocksDB 2017 CIDR 0.000179044
603 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00015853456
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
760 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.0001425909
958 ARIES/IM: An Efficient and High Concurrency Index Management Method Using Write-Ahead Logging 1992 SIGMOD 0.00012956148
1,014 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012650747
1,258 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011438197
1,283 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011337934
1,463 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010700936
1,480 Write-Behind Logging 2017 VLDB 0.00010649376
2,388 Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems 2016 SIGMOD 8.6474765e-05
3,226 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 7.6231159e-05
3,802 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 7.1115502e-05
4,763 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.519206e-05
4,894 Optimizing Databases by Learning Hidden Parameters of Solid State Drives 2020 VLDB 6.4562316e-05
5,024 Fast Failure Recovery for Main-Memory DBMSs on Multicores 2017 SIGMOD 6.3977285e-05
6,265 Scalable Database Logging for Multicores 2018 VLDB 5.9356364e-05
6,790 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.7724784e-05
7,274 LSM-Trees and B-Trees: The Best of Both Worlds 2019 SIGMOD 5.658769e-05
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# Overall Rank Paper Year Venue
1 3,071 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB
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4 11,784 A Framework for Emulating Database Operations in Cloud Data Warehouses 2020 SIGMOD
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7 11,153 Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture 2024 SIGMOD
8 10,471 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD
9 10,688 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD
10 7,901 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB