AdaChain: A Learned Adaptive Blockchain
Summary: AdaChain uses reinforcement learning to adaptively select among permissioned blockchain architectures to maximize effective throughput under dynamic, heterogeneous smart-contract workloads. It performs secure runtime architecture switches, converges quickly, and outperforms fixed designs with low overhead. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Chenyuan Wu (University of Pennsylvania)
- 2. Bhavana Mehta (University of Pennsylvania)
- 3. Mohammad Javad Amiri (University of Pennsylvania)
- 4. Ryan Marcus (University of Pennsylvania)
- 5. Boon Thau Loo (University of Pennsylvania)
BibTeX Citation
@article{wu_vldb23,
title = {{AdaChain: A Learned Adaptive Blockchain}},
author = {Wu, Chenyuan and Mehta, Bhavana and Amiri, Mohammad Javad and Marcus, Ryan and Loo, Boon Thau},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {8},
pages = {2033--2046},
doi = {10.14778/3594512.3594531},
url = {https://doi.org/10.14778/3594512.3594531},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,338 | Adaptive Sharding in Untrusted Environments | 2026 | SIGMOD | 5.093636e-05 |
| 10,356 | DAG of DAGs: Order-Fairness Made Practical | 2026 | SIGMOD | 5.093636e-05 |
| 11,210 | Towards Full Stack Adaptivity in Permissioned Blockchains | 2024 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
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.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,940 | FlexChain: An Elastic Disaggregated Blockchain | 2023 | VLDB |
| 2 | 11,382 | How To Optimize My Blockchain? A Multi-Level Recommendation Approach | 2023 | SIGMOD |
| 3 | 11,808 | Scalable, Resilient, and Configurable Permissioned Blockchain Fabric | 2020 | VLDB |
| 4 | 11,508 | L2chain: Towards High-performance, Confidential and Secure Layer-2 Blockchain Solution for Decentralized Applications | 2023 | VLDB |
| 5 | 4,339 | NeuChain: A Fast Permissioned Blockchain System with Deterministic Ordering | 2022 | VLDB |
| 6 | 11,488 | ChainDash: An Ad-Hoc Blockchain Data Analytics System | 2023 | VLDB |
| 7 | 478 | BLOCKBENCH: A Framework for Analyzing Private Blockchains | 2017 | SIGMOD |
| 8 | 8,917 | A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer | 2024 | VLDB |
| 9 | 11,426 | Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems | 2023 | VLDB |
| 10 | 11,210 | Towards Full Stack Adaptivity in Permissioned Blockchains | 2024 | VLDB |