A fine-grained compression scheme for block transmission acceleration over IPFS network

IF 4.6 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Networks Pub Date : 2025-04-01 Epub Date: 2025-02-21 DOI:10.1016/j.comnet.2025.111131
Changpeng Zhu , Bincheng Fan , Nan Xiang , Bo Han , Tian Zhou
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Abstract

Interplanetary File System (IPFS) network, a prominent peer-to-peer decentralized file-sharing network, is extensively utilized by decentralized applications such as Blockchain and Metaverse for data sharing. With a substantial upsurge in data, compression schemes have been incorporated into the native IPFS protocol to enhance the efficiency of block transmission over an IPFS network. However, the protocols extended by these schemes drastically impair data shareability with the native protocol, contravening the core principles of IPFS-based distributed storage.
To address the issue, this paper presents a fine-grained compression scheme for the native IPFS protocol. Its primary concept is that blocks rather than files are considered as the smallest compressible units for block transmission, thereby ensuring the preservation of the data shareability with the protocol. To achieve the scheme, a three-layer architecture is firstly proposed and incorporated into the protocol as an independent compression component to support a variety of compression algorithms. Consequently, Exchange layer and Storage layer in the protocol are extended by leveraging the component to achieve block-level compression and decompression in the workflows of upload and download for the acceleration of block transmission over an IPFS network. Furthermore, a block pre-request approach is proposed and incorporated into Exchange layer to improve the block request mechanism in the layer which frequently causes block request awaiting, reducing block provision speed for compression algorithms, thus downgrading the acceleration. A comprehensive evaluation indicates that this extended IPFS protocol by our scheme has the same level of data shareability as the native IPFS protocol, and contributes to block transmission performance enhancement in download by up to 69% and in upload by as much as 201% relative to the current leading coarse-grained compression scheme, referred to as IPFSz.
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一种用于IPFS网络上块传输加速的细粒度压缩方案
星际文件系统(IPFS)网络是一个著名的点对点去中心化文件共享网络,被区块链和Metaverse等去中心化应用广泛用于数据共享。随着数据量的激增,压缩方案已被纳入原生IPFS协议,以提高IPFS网络上块传输的效率。然而,这些方案扩展的协议极大地损害了与本地协议的数据可共享性,违背了基于ipfs的分布式存储的核心原则。为了解决这个问题,本文提出了一种本机IPFS协议的细粒度压缩方案。它的主要概念是将块而不是文件视为块传输的最小可压缩单元,从而确保与协议保持数据可共享性。为了实现该方案,首先提出了一个三层架构,并将其作为一个独立的压缩组件纳入到协议中,以支持多种压缩算法。因此,协议中的交换层和存储层通过利用该组件在上传和下载工作流中实现块级压缩和解压缩,以加速IPFS网络上的块传输。在此基础上,提出了一种块预请求方法,并将其引入交换层,改进了交换层中块请求机制中频繁导致块请求等待的问题,降低了压缩算法的块供给速度,从而降低了压缩算法的加速性能。综合评估表明,我们的方案扩展的IPFS协议具有与本地IPFS协议相同的数据可共享性水平,并且与目前领先的粗粒度压缩方案(称为IPFSz)相比,下载的块传输性能提高了69%,上传的块传输性能提高了201%。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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