Cover Image

BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Zhaojiacheng, Liu, Hongze, Yuan, Shijing, Zhang, Hanning, Lou, Jiong, Wu, Chentao, Li, Jie
Format:	Preprint
Published:	2025
Subjects:	Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding
by: Yan, Peishen, et al.
Published: (2024)

Understanding Communication Backends in Cross-Silo Federated Learning
by: Ziashahabi, Amir, et al.
Published: (2026)

PS-WL: A Probability-Sensitive Wear Leveling scheme for SSD array scaling
by: Xu, Shuhang, et al.
Published: (2025)

SeaLLM: Service-Aware and Latency-Optimized Resource Sharing for Large Language Model Inference
by: Zhao, Yihao, et al.
Published: (2025)

Blockchain-enabled Energy Trading and Battery-based Sharing in Microgrids
by: Zekiye, Abdulrezzak, et al.
Published: (2024)

Parallax: Efficient LLM Inference Service over Decentralized Environment
by: Tong, Chris, et al.
Published: (2025)

Blockchain-Enabled Dynamic Spectrum Sharing for Satellite and Terrestrial Communication Networks
by: Wang, Zixin, et al.
Published: (2024)

Schedule-Level Shared-Prefix Reuse for LLM RL Training
by: Li, Pengbo, et al.
Published: (2026)

LRScheduler: A Layer-aware and Resource-adaptive Container Scheduler in Edge Computing
by: Tang, Zhiqing, et al.
Published: (2025)

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning
by: S, Sarang, et al.
Published: (2025)

Analyzing the Impact of Participant Failures in Cross-Silo Federated Learning
by: Stricker, Fabian, et al.
Published: (2025)

FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission
by: Zhang, Zeling, et al.
Published: (2024)

Analysis of Blockchain Assisted Energy Sharing Algorithms with Realistic Data Across Microgrids
by: Zekiye, Abdulrezzak, et al.
Published: (2024)

LLM-CoOpt: A Co-Design and Optimization Framework for Efficient LLM Inference on Heterogeneous Platforms
by: Kong, Jie, et al.
Published: (2026)

eLLM: Elastic Memory Management Framework for Efficient LLM Serving
by: Xu, Jiale, et al.
Published: (2025)

A Scalable State Sharing Protocol for Low-Resource Validator Nodes in Blockchain Networks
by: Hias, Ruben, et al.
Published: (2024)

Half a Century of Distributed Byzantine Fault-Tolerant Consensus: Design Principles and Evolutionary Pathways
by: Wu, Huanyu, et al.
Published: (2024)

Low-Latency Layer-Aware Proactive and Passive Container Migration in Meta Computing
by: Liu, Mengjie, et al.
Published: (2024)

How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning
by: Sun, Yuchang, et al.
Published: (2024)

HiCoCS: High Concurrency Cross-Sharding on Permissioned Blockchains
by: Yang, Lingxiao, et al.
Published: (2025)

Automated Market Makers for Cross-chain DeFi and Sharded Blockchains
by: Aanes, Jon Michael, et al.
Published: (2023)

FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler
by: Li, Zilinghan, et al.
Published: (2023)

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
by: Das, Anirban, et al.
Published: (2021)

Efficient Parallel Execution of Blockchain Transactions Leveraging Conflict Specifications
by: Anjana, Parwat Singh, et al.
Published: (2025)

Pruning Blockchain Protocols for Efficient Access Control in IoT Systems
by: Huang, Yongtao, et al.
Published: (2024)

A Sharded Blockchain-Based Secure Federated Learning Framework for LEO Satellite Networks
by: Wu, Wenbo, et al.
Published: (2024)

FedHC: A Hierarchical Clustered Federated Learning Framework for Satellite Networks
by: Liu, Zhuocheng, et al.
Published: (2025)

Data Transmissions in Blockchain enabled AGVs
by: Liu, Junhan, et al.
Published: (2023)

Privacy-Preserving and Incentive-Driven Relay-Based Framework for Cross-Domain Blockchain Interoperability
by: Moradi, Saeed, et al.
Published: (2025)

SP-Chain: Boosting Intra-Shard and Cross-Shard Security and Performance in Blockchain Sharding
by: Li, Mingzhe, et al.
Published: (2024)

FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning
by: Stricker, F., et al.
Published: (2025)

Imitater: An Efficient Shared Mempool Protocol with Application to Byzantine Fault Tolerance
by: Zeng, Qingming, et al.
Published: (2024)

DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training
by: Wang, Zhixin, et al.
Published: (2025)

Robust and Communication-Efficient Federated Domain Adaptation via Random Features
by: Feng, Zhanbo, et al.
Published: (2023)

TokenDance: Scaling Multi-Agent LLM Serving via Collective KV Cache Sharing
by: Bian, Zhuohang, et al.
Published: (2026)

Niyama : Breaking the Silos of LLM Inference Serving
by: Goel, Kanishk, et al.
Published: (2025)

FlowMesh: A Service Fabric for Composable LLM Workflows
by: Shen, Junyi, et al.
Published: (2025)

Tracing Cross-chain Transactions between EVM-based Blockchains: An Analysis of Ethereum-Polygon Bridges
by: Yan, Tao, et al.
Published: (2025)

Supermassive Blockchain
by: Sun, Guangda, et al.
Published: (2026)

Leveraging Structural Knowledge for Solving Election in Anonymous Networks with Shared Randomness
by: Chalopin, Jérémie, et al.
Published: (2026)