Fault Tolerance of Data Center under Multi-Correlated Failures

S. M. Ali; Nauman Khan Tareen; Irfan Sami; Zahid Ullah; Khalid Salman Khan; Umar Farid; Bilal Khan; C. A. Mehmood; M. Jawad

doi:10.1109/RAEE.2018.8706892

Fault Tolerance of Data Center under Multi-Correlated Failures

S. M. Ali, Nauman Khan Tareen, Irfan Sami, Zahid Ullah, Khalid Salman Khan, Umar Farid, Bilal Khan, C. A. Mehmood, M. Jawad

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

Abstract

Multi-correlated failures lead to severe power outages in an inter-connected power network. The critical loads of the data center, such as servers and chillers are highly dependent on the grid power. The service reliability and fault tolerance of the data center becomes challenging under multi-correlated failures. Data miss-management and service unavailability under such scenario will result in the massive revenue loss. To address this problem under multi-correlated failures, a fault tolerant model is proposed to minimize the revenue loss. Moreover, considering the system dynamics, our model maximizes throughput and operational time of the data center. Furthermore, we formulate a stochastic optimized system model that captures power consumption, power distribution, data center generation, data center workload, service deadline, and revenue loss. The effectiveness of the proposed fault-tolerant model is tested and validated using real-time data.

Original language	English
Title of host publication	RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering
Editors	Muhammad Shahid Nazir, Shahzad Nadeem
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538682043
DOIs	https://doi.org/10.1109/RAEE.2018.8706892
State	Published - 2 Jul 2018
Externally published	Yes
Event	2nd International Symposium on Recent Advances in Electrical Engineering, RAEE 2018 - Islamabad, Pakistan Duration: 17 Oct 2018 → 18 Oct 2018

Publication series

Name	RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering

Conference

Conference	2nd International Symposium on Recent Advances in Electrical Engineering, RAEE 2018
Country/Territory	Pakistan
City	Islamabad
Period	17/10/18 → 18/10/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

Data processing
Energy consumption
Load flow
Power distribution
Query processing

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/RAEE.2018.8706892

Cite this

Ali, S. M., Khan Tareen, N., Sami, I., Ullah, Z., Khan, K. S., Farid, U., Khan, B., Mehmood, C. A., & Jawad, M. (2018). Fault Tolerance of Data Center under Multi-Correlated Failures. In M. S. Nazir, & S. Nadeem (Eds.), RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering Article 8706892 (RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RAEE.2018.8706892

Ali, S. M. ; Khan Tareen, Nauman ; Sami, Irfan et al. / Fault Tolerance of Data Center under Multi-Correlated Failures. RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering. editor / Muhammad Shahid Nazir ; Shahzad Nadeem. Institute of Electrical and Electronics Engineers Inc., 2018. (RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering).

@inproceedings{9cc250ee522f49d5aed9fb0fbc0eb3bd,

title = "Fault Tolerance of Data Center under Multi-Correlated Failures",

abstract = "Multi-correlated failures lead to severe power outages in an inter-connected power network. The critical loads of the data center, such as servers and chillers are highly dependent on the grid power. The service reliability and fault tolerance of the data center becomes challenging under multi-correlated failures. Data miss-management and service unavailability under such scenario will result in the massive revenue loss. To address this problem under multi-correlated failures, a fault tolerant model is proposed to minimize the revenue loss. Moreover, considering the system dynamics, our model maximizes throughput and operational time of the data center. Furthermore, we formulate a stochastic optimized system model that captures power consumption, power distribution, data center generation, data center workload, service deadline, and revenue loss. The effectiveness of the proposed fault-tolerant model is tested and validated using real-time data.",

keywords = "Data processing, Energy consumption, Load flow, Power distribution, Query processing",

author = "Ali, \{S. M.\} and \{Khan Tareen\}, Nauman and Irfan Sami and Zahid Ullah and Khan, \{Khalid Salman\} and Umar Farid and Bilal Khan and Mehmood, \{C. A.\} and M. Jawad",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2nd International Symposium on Recent Advances in Electrical Engineering, RAEE 2018 ; Conference date: 17-10-2018 Through 18-10-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/RAEE.2018.8706892",

language = "English",

series = "RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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}

Ali, SM, Khan Tareen, N, Sami, I, Ullah, Z, Khan, KS, Farid, U, Khan, B, Mehmood, CA & Jawad, M 2018, Fault Tolerance of Data Center under Multi-Correlated Failures. in MS Nazir & S Nadeem (eds), RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering., 8706892, RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering, Institute of Electrical and Electronics Engineers Inc., 2nd International Symposium on Recent Advances in Electrical Engineering, RAEE 2018, Islamabad, Pakistan, 17/10/18. https://doi.org/10.1109/RAEE.2018.8706892

Fault Tolerance of Data Center under Multi-Correlated Failures. / Ali, S. M.; Khan Tareen, Nauman; Sami, Irfan et al.
RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering. ed. / Muhammad Shahid Nazir; Shahzad Nadeem. Institute of Electrical and Electronics Engineers Inc., 2018. 8706892 (RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering).

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

TY - GEN

T1 - Fault Tolerance of Data Center under Multi-Correlated Failures

AU - Ali, S. M.

AU - Khan Tareen, Nauman

AU - Sami, Irfan

AU - Ullah, Zahid

AU - Khan, Khalid Salman

AU - Farid, Umar

AU - Khan, Bilal

AU - Mehmood, C. A.

AU - Jawad, M.

PY - 2018/7/2

Y1 - 2018/7/2

N2 - Multi-correlated failures lead to severe power outages in an inter-connected power network. The critical loads of the data center, such as servers and chillers are highly dependent on the grid power. The service reliability and fault tolerance of the data center becomes challenging under multi-correlated failures. Data miss-management and service unavailability under such scenario will result in the massive revenue loss. To address this problem under multi-correlated failures, a fault tolerant model is proposed to minimize the revenue loss. Moreover, considering the system dynamics, our model maximizes throughput and operational time of the data center. Furthermore, we formulate a stochastic optimized system model that captures power consumption, power distribution, data center generation, data center workload, service deadline, and revenue loss. The effectiveness of the proposed fault-tolerant model is tested and validated using real-time data.

AB - Multi-correlated failures lead to severe power outages in an inter-connected power network. The critical loads of the data center, such as servers and chillers are highly dependent on the grid power. The service reliability and fault tolerance of the data center becomes challenging under multi-correlated failures. Data miss-management and service unavailability under such scenario will result in the massive revenue loss. To address this problem under multi-correlated failures, a fault tolerant model is proposed to minimize the revenue loss. Moreover, considering the system dynamics, our model maximizes throughput and operational time of the data center. Furthermore, we formulate a stochastic optimized system model that captures power consumption, power distribution, data center generation, data center workload, service deadline, and revenue loss. The effectiveness of the proposed fault-tolerant model is tested and validated using real-time data.

KW - Data processing

KW - Energy consumption

KW - Load flow

KW - Power distribution

KW - Query processing

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DO - 10.1109/RAEE.2018.8706892

M3 - Conference contribution

AN - SCOPUS:85065910787

T3 - RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering

BT - RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering

A2 - Nazir, Muhammad Shahid

A2 - Nadeem, Shahzad

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd International Symposium on Recent Advances in Electrical Engineering, RAEE 2018

Y2 - 17 October 2018 through 18 October 2018

ER -

Ali SM, Khan Tareen N, Sami I, Ullah Z, Khan KS, Farid U et al. Fault Tolerance of Data Center under Multi-Correlated Failures. In Nazir MS, Nadeem S, editors, RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering. Institute of Electrical and Electronics Engineers Inc. 2018. 8706892. (RAEE 2018 - International Symposium on Recent Advances in Electrical Engineering). doi: 10.1109/RAEE.2018.8706892

Fault Tolerance of Data Center under Multi-Correlated Failures

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this