AdaChain: A learned adaptive blockchain

C Wu, B Mehta, MJ Amiri, R Marcus, BT Loo - arxiv preprint arxiv …, 2022 - arxiv.org
This paper presents AdaChain, a learning-based blockchain framework that adaptively
chooses the best permissioned blockchain architecture in order to optimize effective …

Disaggregated database systems

J Wang, Q Zhang - Companion of the 2023 International Conference on …, 2023 - dl.acm.org
Disaggregated database systems achieve unprecedented excellence in elasticity and
resource utilization at the cloud scale and have gained great momentum from both industry …

MorphDAG: A workload-aware elastic DAG-based blockchain

S Zhang, J **ao, E Wu, F Cheng, B Li… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
Directed Acyclic Graph (DAG)-based blockchain represents a paradigm shift from
conventional blockchains, which has the potential to drastically improve throughput …

Towards Full Stack Adaptivity in Permissioned Blockchains

C Wu, MJ Amiri, H Qin, B Mehta, R Marcus… - Proceedings of the VLDB …, 2024 - par.nsf.gov
This paper articulates our vision for a learning-based untrustworthy distributed database. We
focus on permissioned blockchain systems as an emerging instance of untrustworthy …

ScaleDFS: Accelerating Decentralized and Private File Sharing via Scaling Directed Acyclic Graph Processing

M Song, LA Nguyen, S Kim, H Eom, Y Son - Proceedings of the 33rd …, 2024 - dl.acm.org
This paper introduces a novel file system, ScaleDFS, designed to accelerate decentralized
file sharing for a private network, leveraging the potential of scaling file management based …

A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer

H Wu, X Zhu, W Hu - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
Federated Learning (FL) is a novel distributed, privacy-preserving machine learning
paradigm. Conventional FL suffers from drawbacks such as single point of failure and client …

Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory

Y Liu, M **e, S Shi, Y Xu, H Litz, C Qian - arxiv preprint arxiv:2502.08982, 2025 - arxiv.org
Disaggregated memory systems achieve resource utilization efficiency and system
scalability by distributing computation and memory resources into distinct pools of nodes …

Dynamic sharding model and performance optimization method for consortium blockchain

Y Wang, Z Gong, D Jia, A Tan, M Liu - The Journal of Supercomputing, 2025 - Springer
Consortium blockchain has been widely used in finance, e-government due to the
characteristics of controllability, supervision, and operability. However, traditional consortium …

Distributed Transaction Processing in Untrusted Environments

MJ Amiri, D Agrawal, A El Abbadi, BT Loo - Companion of the 2024 …, 2024 - dl.acm.org
Byzantine Fault-Tolerant (BFT) protocols have recently been extensively used by distributed
and decentralized data management systems with non-trustworthy infrastructures to …

BachLedger: Orchestrating Parallel Execution with Dynamic Dependency Detection and Seamless Scheduling

Y Yang, G Shang, G Qi, Z Ma, Y Liu… - 2024 IEEE 30th …, 2024 - ieeexplore.ieee.org
Blockchain technology inherently necessitates redundant computation to achieve
consensus among untrusted parties because of its fundamental threat model. This …