DWare: Cost-Efficient Decentralized Storage With Adaptive Middleware

被引:0
|
作者
Du, Yuefeng [1 ,2 ]
Zhou, Anxin [1 ,2 ]
Wang, Cong [1 ,2 ]
机构
[1] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China
[2] City Univ Hong Kong Shenzhen Res Inst, Shenzhen 518057, Peoples R China
关键词
Costs; Cloud computing; Middleware; Encryption; Data models; Cryptography; Computational modeling; Decentralized storage; public auditability; storage auditing; data deduplication; smart contract;
D O I
10.1109/TIFS.2024.3459650
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Distributed Outsourced Storage systems, exemplified by the InterPlanetary File System (IPFS), offer compelling alternatives to traditional centralized cloud storage by emphasizing resilience and openness. Advancing this paradigm, Decentralized Storage (DS) markets leverage distributed ledgers to facilitate the monetization of outsourced storage. However, these markets often prioritize security over cost-efficiency, leading to high costs in existing DS markets. In our work, we introduce a middleware service, DWare, utilizing trusted hardware to balance security and cost efficiency. DWare offers two key advantages: 1) It enhances storage auditing efficiency by delegating computational tasks and standardizing the batched audit process. This approach offers a more feasible solution for validating outsourced storage with recurring pay-offs. 2) It implements secure and verifiable data deduplication, thereby increasing storage efficiency and reducing operational costs. This step, commonplace in cloud storage services, remains largely unexplored in current DS designs. While DWare could empirically reduce costs to levels near raw storage fees, it entails certain security concessions due to middleware involvement. To address this, we propose a hybrid trust security model, granting data owners the flexibility to adjust the security-cost balance as needed.
引用
收藏
页码:8529 / 8543
页数:15
相关论文
共 50 条
  • [31] A SIMPLE AND COST-EFFICIENT WINDMILL
    KIDD, AW
    CME-CHARTERED MECHANICAL ENGINEER, 1987, 34 (09): : 55 - 57
  • [32] COST-EFFICIENT TAXATION MECHANISMS
    BURKOV, VN
    KHOKHLOV, VI
    AUTOMATION AND REMOTE CONTROL, 1992, 53 (05) : 703 - 709
  • [33] ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA
    Ziegler, Tobias
    Binnig, Carsten
    Leis, Viktor
    PROCEEDINGS OF THE 2022 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA (SIGMOD '22), 2022, : 685 - 699
  • [34] HyCloud: Tweaking Hybrid Cloud Storage Services for Cost-Efficient Filesystem Hosting
    E, Jinlong
    Cui, Yong
    Ruan, Mingkang
    Li, Zhenhua
    Zhai, Ennan
    IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2019), 2019, : 2341 - 2349
  • [35] A Cost-Efficient and Low-Latency Data Hosting Scheme in JointCloud Storage
    Lan, Tian
    Wo, Tianyu
    Liu, Yunfei
    Luo, Yanlin
    Shao, Liyin
    2020 IEEE INTERNATIONAL CONFERENCE ON JOINT CLOUD COMPUTING (JCC 2020), 2020, : 13 - 20
  • [36] HyCloud: Tweaking Hybrid Cloud Storage Services for Cost-Efficient Filesystem Hosting
    Jinlong, E.
    Cui, Yong
    Li, Zhenhua
    Ruan, Mingkang
    Zhai, Ennan
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 28 (06) : 2629 - 2642
  • [37] SmartCuckoo: A Fast and Cost-Efficient Hashing Index Scheme for Cloud Storage Systems
    Sun, Yuanyuan
    Hua, Yu
    Jiang, Song
    Li, Qiuyu
    Cao, Shunde
    Zuo, Pengfei
    2017 USENIX ANNUAL TECHNICAL CONFERENCE (USENIX ATC '17), 2017, : 553 - 565
  • [38] Cost-Efficient Big Intermediate Data Placement in a Collaborative Cloud Storage Environment
    Ikken, Sonia
    Renault, Eric
    Barkat, Amine
    Tari, Abdelkamel
    Kechadi, Tahar
    2017 19TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS (HPCC) / 2017 15TH IEEE INTERNATIONAL CONFERENCE ON SMART CITY (SMARTCITY) / 2017 3RD IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (DSS), 2017, : 514 - 521
  • [39] A Cost-Efficient Space-Time Adaptive Algorithm for Coupled Flow and Transport
    Bruchhaeuser, Marius Paul
    Bause, Markus
    COMPUTATIONAL METHODS IN APPLIED MATHEMATICS, 2023, 23 (04) : 849 - 875
  • [40] An Adaptive Binarization Method for Cost-efficient Document Image System in Wavelet Domain
    Hsia, Chih-Hsien
    Lin, Ting-Yu
    Chiang, Jen-Shiun
    JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2020, 64 (03)