Availability and Locality in Distributed Storage

被引:0
|
作者
Rawat, Ankit Singh [1 ]
Papailiopoulos, Dimitris S. [1 ]
Dimakis, Alexandros G. [1 ]
机构
[1] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
关键词
REGENERATING CODES; ERASURE CODES;
D O I
暂无
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
Modern distributed file systems are deploying erasure codes to increase storage efficiency compared to block replication. Initially, classical error-correcting codes (like Reed-Solomon) were used but the benefits of custom code designs are now clear. Multiple companies including Microsoft and Facebook are designing and deploying distributed storage codes. Still, however, the fundamental information theoretic limits are not fully understood. Further, there has been significant activity on explicit code designs that are repair efficient and provide high data-availability. We present an overview of open problems and directions for modern distributed storage coding that offers higher data availability.
引用
收藏
页码:923 / 928
页数:6
相关论文
共 50 条
  • [1] Locality and Availability in Distributed Storage
    Rawat, Ankit Singh
    Papailiopoulos, Dimitris S.
    Dimakis, Alexandros G.
    Vishwanath, Sriram
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2014, : 681 - 685
  • [2] Locality and Availability in Distributed Storage
    Rawat, Ankit Singh
    Papailiopoulos, Dimitris S.
    Dimakis, Alexandros G.
    Vishwanath, Sriram
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (08) : 4481 - 4493
  • [3] On the Secrecy Capacity of Distributed Storage with Locality and Availability
    Kruglik, Stanislav
    Rybin, Pavel
    Frolov, Alexey
    [J]. 2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), 2019,
  • [4] Download Time Analysis for Distributed Storage Codes With Locality and Availability
    Aktas, Mehmet Fatih
    Kadhe, Swanand
    Soljanin, Emina
    Sprintson, Alex
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (06) : 3898 - 3910
  • [5] Scalable Family of Codes with Locality and Availability for Information Repair in Distributed Storage Systems
    Farkas, Peter
    [J]. 2019 4TH INTERNATIONAL CONFERENCE ON SMART AND SUSTAINABLE TECHNOLOGIES (SPLITECH), 2019, : 156 - 159
  • [6] On Locality in Distributed Storage Systems
    Rawat, Ankit Singh
    Vishwanath, Sriram
    [J]. 2012 IEEE INFORMATION THEORY WORKSHOP (ITW), 2012, : 497 - 501
  • [7] On Codes with Availability for Distributed Storage
    Rawat, Ankit Singh
    Papailiopoulos, Dimitris S.
    Dimakis, Alexandros G.
    Vishwanath, Sriram
    [J]. 2014 6TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING (ISCCSP), 2014, : 15 - 18
  • [8] On the Linear Codes with (r, δ)-locality for Distributed Storage
    Hao, Jie
    Xia, Shu-Tao
    Chen, Bin
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [9] On the minimum storage overhead of distributed storage codes with a given repair locality
    Hollmann, Henk D. L.
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2014, : 1041 - 1045
  • [10] An Erasure Code With Reduced Average Locality for Distributed Storage Systems
    Shahabinejad, Mostafa
    Ardakani, Masoud
    Khabbazian, Majid
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2016, : 427 - 431