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Towards Full Stack Adaptivity in Permissioned Blockchains

Summary: A vision for learning-based, full-stack adaptivity in permissioned blockchains spanning transaction processing, Byzantine consensus, and cloud infrastructure. Runtime adaptation jointly responds to workloads, faults, hardware, networks, attacks, and resource disaggregation. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
ha0c61d2966096f4f
Venue
VLDB
Year
2024
Pagerank
5.0448662e-05
Overall Rank
10,285 | 30.85%
DOI
10.14778/3641204.3641216

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{wu_vldb24,
        title = {{Towards Full Stack Adaptivity in Permissioned Blockchains}},
        author = {Wu, Chenyuan and Amiri, Mohammad Javad and Qin, Haoyun and Mehta, Bhavana and Marcus, Ryan and Loo, Boon Thau},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {5},
        pages = {1073--1080},
        doi = {10.14778/3641204.3641216},
        url = {https://doi.org/10.14778/3641204.3641216},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
10,281 Adaptive Sharding in Untrusted Environments 2026 SIGMOD 5.0448662e-05
10,557 DAG of DAGs: Order-Fairness Made Practical 2026 SIGMOD 4.9793485e-05
10,847 Remora: Scale-out Deterministic Execution for Smart Contracts 2026 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
78 Automatic Database Management System Tuning Through Large-scale Machine Learning 2017 SIGMOD 0.00036684414
362 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00019989474
485 BLOCKBENCH: A Framework for Analyzing Private Blockchains 2017 SIGMOD 0.00017474502
1,039 Blurring the Lines between Blockchains and Database Systems: the Case of Hyperledger Fabric 2019 SIGMOD 0.00012367714
1,199 Balsa: Learning a Query Optimizer Without Expert Demonstrations 2022 SIGMOD 0.00011563985
2,135 A Transactional Perspective on Execute-order-validate Blockchains 2020 SIGMOD 8.9903149e-05
2,350 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5984201e-05
2,861 LedgerDB: A Centralized Ledger Database for Universal Audit and Verification 2020 VLDB 7.932894e-05
3,135 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.6092468e-05
4,839 P2B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics 2021 SIGMOD 6.3869769e-05
5,087 Releasing Cloud Databases from the Chains of Performance Prediction Models 2017 CIDR 6.2809904e-05
5,293 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1917112e-05
5,659 Hybrid Blockchain Database Systems: Design and Performance 2022 VLDB 6.0479921e-05
5,873 FlexChain: An Elastic Disaggregated Blockchain 2023 VLDB 5.9638429e-05
7,220 Why Do My Blockchain Transactions Fail? A Study of Hyperledger Fabric 2021 SIGMOD 5.5831043e-05
7,655 Qanaat: A Scalable Multi-Enterprise Permissioned Blockchain System with Confidentiality Guarantees 2022 VLDB 5.4772833e-05
10,287 AdaChain: A Learned Adaptive Blockchain 2023 VLDB 5.0448662e-05
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