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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
ha0320f7c948c7fae
Venue
VLDB
Year
2022
Pagerank
5.0559291e-05
Overall Rank
10,174 | 31.81%
DOI
10.14778/3554821.3554834
PDF
Download (CC BY-NC-ND 4.0)

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
5,192 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2209024e-05
9,989 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 5.0845476e-05
11,610 Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives 2024 VLDB 4.9605343e-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
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038609177
438 Optimizing Space Amplification in RocksDB 2017 CIDR 0.00018259155
543 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00016588324
613 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00015527424
773 Cicada: Dependably Fast Multi-Core In-Memory Transactions 2017 SIGMOD 0.00014075557
985 ARIES/IM: An Efficient and High Concurrency Index Management Method Using Write-Ahead Logging 1992 SIGMOD 0.00012661135
1,028 Aether: A Scalable Approach to Logging 2010 VLDB 0.00012390677
1,221 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011449953
1,288 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011172386
1,392 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010787433
1,431 Write-Behind Logging 2017 VLDB 0.00010667031
2,390 Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems 2016 SIGMOD 8.5227929e-05
2,679 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 8.1228765e-05
3,679 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 7.0849238e-05
4,759 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.420498e-05
5,014 Optimizing Databases by Learning Hidden Parameters of Solid State Drives 2020 VLDB 6.3025338e-05
5,134 Fast Failure Recovery for Main-Memory DBMSs on Multicores 2017 SIGMOD 6.2456145e-05
6,331 Scalable Database Logging for Multicores 2018 VLDB 5.7939818e-05
6,649 LSM-Trees and B-Trees: The Best of Both Worlds 2019 SIGMOD 5.7047276e-05
6,940 Industrial-Strength OLTP Using Main Memory and Many Cores 2020 VLDB 5.6229186e-05
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# Overall Rank Paper Year Venue
1 2,878 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB
2 9,681 Are Joins over LSM-trees Ready? Take RocksDB as an Example 2025 VLDB
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4 12,136 A Framework for Emulating Database Operations in Cloud Data Warehouses 2020 SIGMOD
5 6,602 ArkDB: A Key-Value Engine for Scalable Cloud Storage Services 2021 SIGMOD
6 9,111 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD
7 11,557 Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture 2024 SIGMOD
8 10,730 Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases 2026 SIGMOD
9 9,989 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD
10 8,068 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB