An Information-Theoretic Approach for Reliable Distributed Storage Systems

被引:3
|
作者
Kruglik, Stanislav [1 ]
Frolov, Alexey [1 ,2 ]
机构
[1] Skolkovo Inst Sci & Technol, Moscow, Russia
[2] Russian Acad Sci, Inst Informat Transmiss Problems, Moscow, Russia
关键词
distributed storage; information-theoretic approach; locally recoverable codes; regenerating codes; PIR; wiretap channels; REGENERATING CODES; ERASURE CODES; REPLICATION; RETRIEVAL; LOCALITY; BOUNDS;
D O I
10.1134/S1064226920120116
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Nowadays exponential growth of the total amount of data stored by humanity leads to the expansion of distributed storage systems. Such systems have a huge amount of geographically distributed servers that give good scalability. The main challenges with such systems are the temporary unavailability of servers due to features of hardware inside them as well as confidentiality issues. In this paper we consider the information-theoretic approach to solve these issues and give possible further research direction in this area.
引用
收藏
页码:1505 / 1516
页数:12
相关论文
共 50 条
  • [31] OBJECTIONS TO AN INFORMATION-THEORETIC APPROACH TO SYNCHRONICITY
    GATLIN, LL
    JOURNAL OF THE AMERICAN SOCIETY FOR PSYCHICAL RESEARCH, 1979, 73 (03): : 320 - 325
  • [32] Information-Theoretic Foundations of DNA Data Storage
    Shomorony, Ilan
    Heckel, Reinhard
    FOUNDATIONS AND TRENDS IN COMMUNICATIONS AND INFORMATION THEORY, 2022, 19 (01): : 1 - 106
  • [33] OBJECTIONS TO AN INFORMATION-THEORETIC APPROACH TO SYNCHRONICITY
    BRAUDE, SE
    JOURNAL OF THE AMERICAN SOCIETY FOR PSYCHICAL RESEARCH, 1979, 73 (02): : 179 - 193
  • [34] An information-theoretic approach to active vision
    Boccignone, G
    Ferraro, M
    Caelli, T
    11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2001, : 340 - 345
  • [35] An Information-Theoretic Approach to Portfolio Optimization
    Djakam, W. Ngambou
    Tanik, Murat M.
    SOUTHEASTCON 2022, 2022, : 332 - 338
  • [36] Prior probabilities: An information-theoretic approach
    Goyal, P
    BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING, 2005, 803 : 366 - 373
  • [37] Information-Theoretic Approach to A/D Conversion
    Ignjatovic, Zeljko
    Sterling, Mark
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2013, 60 (09) : 2249 - 2262
  • [38] An information-theoretic approach for argument interpretation
    Inoue Communications Foundation and Sapporo International Communication Plaza Foundation; International Communications Foundation; Japanese Society for Artificial Intelligence; Support Center for Advanced Telecommunications Technology Research (Association for Computational Linguistics (ACL)):
  • [39] Information-theoretic approach to interactive learning
    Still, S.
    EPL, 2009, 85 (02)
  • [40] An Information-Theoretic approach for Bug Triaging
    Yadav, Asmita
    Singh, Sandccp Kumar
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE CONFLUENCE 2018 ON CLOUD COMPUTING, DATA SCIENCE AND ENGINEERING, 2018, : 7 - 13