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AdaChain: A learned adaptive blockchain
This paper presents AdaChain, a learning-based blockchain framework that adaptively
chooses the best permissioned blockchain architecture in order to optimize effective …
chooses the best permissioned blockchain architecture in order to optimize effective …
Disaggregated database systems
Disaggregated database systems achieve unprecedented excellence in elasticity and
resource utilization at the cloud scale and have gained great momentum from both industry …
resource utilization at the cloud scale and have gained great momentum from both industry …
MorphDAG: A workload-aware elastic DAG-based blockchain
Directed Acyclic Graph (DAG)-based blockchain represents a paradigm shift from
conventional blockchains, which has the potential to drastically improve throughput …
conventional blockchains, which has the potential to drastically improve throughput …
Towards Full Stack Adaptivity in Permissioned Blockchains
This paper articulates our vision for a learning-based untrustworthy distributed database. We
focus on permissioned blockchain systems as an emerging instance of untrustworthy …
focus on permissioned blockchain systems as an emerging instance of untrustworthy …
ScaleDFS: Accelerating Decentralized and Private File Sharing via Scaling Directed Acyclic Graph Processing
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 …
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 …
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
Disaggregated memory systems achieve resource utilization efficiency and system
scalability by distributing computation and memory resources into distinct pools of nodes …
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 …
characteristics of controllability, supervision, and operability. However, traditional consortium …
Distributed Transaction Processing in Untrusted Environments
Byzantine Fault-Tolerant (BFT) protocols have recently been extensively used by distributed
and decentralized data management systems with non-trustworthy infrastructures to …
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 …
consensus among untrusted parties because of its fundamental threat model. This …