Fault Detection Adaptive Algorithm in Distributed Storage System

doi:10.3969/j.issn.1000-3428.2012.10.079

Computer Engineering ›› 2012, Vol. 38 ›› Issue (10): 257-259.

• Networks and Communications • Previous Articles Next Articles

Fault Detection Adaptive Algorithm in Distributed Storage System

MA Wei-jun, FENG Jing, SHEN Ye, XU Si-lin

(Institute of Meteorology, PLA University of Science and Technology, Nanjing 211101, China)

Received:2011-07-05 Online:2012-05-20 Published:2011-05-20

分布式存储系统的故障检测自适应算法

马玮骏，冯径，沈晔，徐四林

(解放军理工大学气象学院，南京 211101)

作者简介:马玮骏(1980－)，男，讲师、博士，主研方向：网格计算，分布式存储；冯径，教授、博士、博士生导师；沈晔，博士研究生；徐四林，讲师、硕士
基金资助:
国家自然科学基金资助项目“策略驱动的Ad hoc网络可信路由协议研究”(61070174)

Abstract

Abstract: In order to construct the effective and high reliable fault detection mechanism in distributed storage system, a piggyback adaptive fault detection algorithm based on mixed status is presented, named MSP-AFD. A new fault detection framework for the distributed storage system is presented. It computes the detection delay based on the method of load prediction, and tunes the timeout parameters adaptively. Experimental results show that the fault detection performance of MSP-AFD is good.

Key words: fault detection, distributed storage system, load prediction, piggyback mode

摘要： 为建立分布式存储系统中高效可靠的故障检测机制，提出一种基于混合状态的捎带故障检测自适应算法——MSP-AFD。建立面向分布式存储系统的故障检测框架，基于负载预测的方式计算检测时延，自适应调整超时参数。实验结果表明，MSP-AFD算法的故障检测性能较优。

关键词: 故障检测, 分布式存储系统, 负载预测, 捎带模式

CLC Number:

TP393

MA Wei-Jun, FENG Jing, CHEN Ye, XU Si-Lin. Fault Detection Adaptive Algorithm in Distributed Storage System[J]. Computer Engineering, 2012, 38(10): 257-259.

马玮骏, 冯径, 沈晔, 徐四林. 分布式存储系统的故障检测自适应算法[J]. 计算机工程, 2012, 38(10): 257-259.

/ Recommend / Download Citations

URL:

https://www.ecice06.com/EN/Y2012/V38/I10/257

References

[1] Chen Wei, Toueg S, Aguilera M K. On the Quality of Service of Failure Detectors[J]. IEEE Trans. on Computers, 2002, 51(5): 561-580.
[2] Bertier M, Mann O, Sens P. Implementation and Performance Evaluation of an Adaptable Failure Detector[C]//Proc. of International Conference on Dependable Systems and Networks. [S. l.]: IEEE Computer Society, 2002.
[3] Bunrs E, Gouda M, Miller R. Stabilization and Pseudo-Stabili- zation[J]. Distributed Computing, 1993, 7(1): 35-42.
[4] Hayashibara N, Cherif A, Katayama T. Failure Detectors for Large-scale Distributed Systems[C]//Proc. of SRDS’02. Osaka, Japan: IEEE Computer Society, 2002.
[5] Villeza K, Srinivasanb B, Rengaswamy R, et al. Kalman-based Strategies for Fault Detection and Identification(FDI): Extensions and Critical Evaluation for a Buffer Tank System[J]. Computers & Chemical Engineering, 2011, 35(5): 806-816.
[6] Jiang Peng. A New Method for Node Fault Detection in Wireless Sensor Networks[J]. Sensors, 2009, 9(2): 1282-1294.
[7] Obst O. Poster Abstract: Distributed Fault Detection Using a Recurrent Neural Network[C]//Proc. of International Conference on Information Processing in Sensor Networks. San Francisco, California, USA: [s. n.], 2009.
[8] Asim M, Mokhtar H, Merabti M. A Cellular Approach to Fault Detection and Recovery in Wireless Sensor Network[C]//Proc. of the 3rd International Conference on Sensor Technologies and Applications. Athens, Greece: [s. n.], 2009.
[9] Meskin N, Khorasani K. Fault Detection and Isolation of Distri- buted Time-Delay Systems[J]. IEEE Transactions on Automatic Control, 2009, 54(11): 2680-2685.
[10] Jiang Miao, Munawar M A, Reidemeister T, et al. Efficient Fault Detection and Diagnosis in Complex Software Systems with Information-theoretic Monitoring[J]. IEEE Trans. on Dependable and Secure Computing, 2011, 8(4): 510-522.

[1]	ZHU Li, XIA Yu, ZHU Chunqiang, DENG Fan. Power Load Prediction Method Based on CEEMDAN and Spectral Time Graph Convolutional Networks [J]. Computer Engineering, 2025, 51(4): 339-349.
[2]	Haoyang LI, Xiaowei HE, Bin WANG, Hao WU, Qi YOU. Cloud Computing Resource Load Prediction Based on Improved Informer [J]. Computer Engineering, 2024, 50(2): 43-50.
[3]	Shiming PENG, Shiyang LIN, Shuo JIA, Miaohui YANG. Multi-Objective Optimization Task Offloading Strategy Based on Load Prediction [J]. Computer Engineering, 2024, 50(1): 206-215.
[4]	TANG Yu, XUE Zhishuang, LIU Xiaofang, LIU Yongchun, ZHANG Guo, YU Liang. Attitude Consistency Control of Multiple UAVs Based on Fault Observer [J]. Computer Engineering, 2021, 47(3): 311-320.
[5]	GUO Wei, XIE Guangwei, ZHANG Fan, LI Min. Design and Implementation of a Mimic Architecture for Distributed Storage System [J]. Computer Engineering, 2020, 46(6): 12-19.
[6]	SUN Li, SU Yu, ZHANG Chi, ZHANG Tao. Research on Fault-Tolerant Method of Erasure Code for Distributed Storage System [J]. Computer Engineering, 2019, 45(11): 74-80.
[7]	LAN Yawen, LI Qiang, DENG Shutao, HUANG Shiya. WSN Fault Detection Method Based on Correlative Multi-attribute Decision-making [J]. Computer Engineering, 2019, 45(10): 84-89.
[8]	XUE Huawei,WANG Baosheng,DENG Wenping,GAO Xianming. Network Fault Detection and Repair System Based on SDN Architecture [J]. Computer Engineering, 2017, 43(11): 40-44.
[9]	QU Xi,HUANG Huimin,ZHANG Ning,YU Guoqiang. Upper Stage Rocket Computer Technology Based on Multi-redundancy and Reconfigurable [J]. Computer Engineering, 2016, 42(9): 21-25,32.
[10]	FENG Minjia,WANG Yulong. Robust Fault Detection for Continuous-time Networked Control System [J]. Computer Engineering, 2015, 41(8): 100-104,109.
[11]	XUE Yayong,GAO Xiaoguang,WEN Zengkui. Fault Detection of Real-time Airborne Fire Control System Based on Reversal Reference Mechanism [J]. Computer Engineering, 2015, 41(7): 1-5.
[12]	YAO Jiaxin,TIAN Huixin. Power Load Prediction Based on Improved Data-driven Subspace Algorithm [J]. Computer Engineering, 2015, 41(5): 311-315.
[13]	LI Chenhui. Construction Scheme of Quasi-cyclic Regenerating Code for Distributed Storage System [J]. Computer Engineering, 2015, 41(3): 81-87.
[14]	XU Zhenpeng,SHEN Hao,ZENG Weini. A Failure Detection Algorithm for Ad Hoc Network [J]. Computer Engineering, 2015, 41(2): 313-316.
[15]	HU Qian,WANG Chao,WANG Haixia,WANG Dongsheng. Simics-based System Level Fault Injection Platform [J]. Computer Engineering, 2015, 41(2): 57-62,75.

Please choose a citation manager

Content to export

Fault Detection Adaptive Algorithm in Distributed Storage System

分布式存储系统的故障检测自适应算法

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

模态框（Modal）标题

Please choose a citation manager

Content to export

Fault Detection Adaptive Algorithm in Distributed Storage System

分布式存储系统的故障检测自适应算法

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments