The Code rebalancing problem for a storage-flexible Data Center Network

Iryna Andriyanova; Alan Jule; Emina Soljanin

doi:10.1109/BigData.2013.6691654

The Code rebalancing problem for a storage-flexible Data Center Network

Iryna Andriyanova, Alan Jule, Emina Soljanin

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The paper considers the impact of changing code parameters on the network load, for some given storage-flexible Data Center Network (DCN), i.e. such DCN in which the reliability and the storage volume can be modified during the storage life of the DCN data. Two regimes of the network load are considered: transition (during the migration process) and stationary (at the end of the migration process). Our main result is the derivation of the link between reliability and network load via code parameters; clearly, this link is code-dependent. Two different erasure-coding families are considered as examples (MDS and LDPC codes), to illustrate the dependence in two different coding cases.

Original language	English (US)
Title of host publication	Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013
Publisher	IEEE Computer Society
Pages	1-6
Number of pages	6
ISBN (Print)	9781479912926
DOIs	https://doi.org/10.1109/BigData.2013.6691654
State	Published - 2013
Externally published	Yes
Event	2013 IEEE International Conference on Big Data, Big Data 2013 - Santa Clara, CA, United States Duration: Oct 6 2013 → Oct 9 2013

Publication series

Name	Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013

Other

Other	2013 IEEE International Conference on Big Data, Big Data 2013
Country/Territory	United States
City	Santa Clara, CA
Period	10/6/13 → 10/9/13

All Science Journal Classification (ASJC) codes

Software

Access to Document

10.1109/BigData.2013.6691654

Cite this

Andriyanova, I., Jule, A., & Soljanin, E. (2013). The Code rebalancing problem for a storage-flexible Data Center Network. In Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 (pp. 1-6). Article 6691654 (Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013). IEEE Computer Society. https://doi.org/10.1109/BigData.2013.6691654

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title = "The Code rebalancing problem for a storage-flexible Data Center Network",

abstract = "The paper considers the impact of changing code parameters on the network load, for some given storage-flexible Data Center Network (DCN), i.e. such DCN in which the reliability and the storage volume can be modified during the storage life of the DCN data. Two regimes of the network load are considered: transition (during the migration process) and stationary (at the end of the migration process). Our main result is the derivation of the link between reliability and network load via code parameters; clearly, this link is code-dependent. Two different erasure-coding families are considered as examples (MDS and LDPC codes), to illustrate the dependence in two different coding cases.",

author = "Iryna Andriyanova and Alan Jule and Emina Soljanin",

year = "2013",

doi = "10.1109/BigData.2013.6691654",

language = "English (US)",

isbn = "9781479912926",

series = "Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013",

publisher = "IEEE Computer Society",

pages = "1--6",

booktitle = "Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013",

address = "United States",

note = "2013 IEEE International Conference on Big Data, Big Data 2013 ; Conference date: 06-10-2013 Through 09-10-2013",

}

Andriyanova, I, Jule, A & Soljanin, E 2013, The Code rebalancing problem for a storage-flexible Data Center Network. in Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013., 6691654, Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, IEEE Computer Society, pp. 1-6, 2013 IEEE International Conference on Big Data, Big Data 2013, Santa Clara, CA, United States, 10/6/13. https://doi.org/10.1109/BigData.2013.6691654

The Code rebalancing problem for a storage-flexible Data Center Network. / Andriyanova, Iryna; Jule, Alan; Soljanin, Emina.
Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013. IEEE Computer Society, 2013. p. 1-6 6691654 (Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - The Code rebalancing problem for a storage-flexible Data Center Network

AU - Andriyanova, Iryna

AU - Jule, Alan

AU - Soljanin, Emina

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N2 - The paper considers the impact of changing code parameters on the network load, for some given storage-flexible Data Center Network (DCN), i.e. such DCN in which the reliability and the storage volume can be modified during the storage life of the DCN data. Two regimes of the network load are considered: transition (during the migration process) and stationary (at the end of the migration process). Our main result is the derivation of the link between reliability and network load via code parameters; clearly, this link is code-dependent. Two different erasure-coding families are considered as examples (MDS and LDPC codes), to illustrate the dependence in two different coding cases.

AB - The paper considers the impact of changing code parameters on the network load, for some given storage-flexible Data Center Network (DCN), i.e. such DCN in which the reliability and the storage volume can be modified during the storage life of the DCN data. Two regimes of the network load are considered: transition (during the migration process) and stationary (at the end of the migration process). Our main result is the derivation of the link between reliability and network load via code parameters; clearly, this link is code-dependent. Two different erasure-coding families are considered as examples (MDS and LDPC codes), to illustrate the dependence in two different coding cases.

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The Code rebalancing problem for a storage-flexible Data Center Network

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All Science Journal Classification (ASJC) codes

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