Fault tolerance in big data

Embed Size (px)

Citation preview

Prepared By:Famela MemarzanjaniFault tolerance in
Big DataFault toleranceIRAN,Tehran, Islamic Azad University, Science and Research Branch, School of Electrical and Computer Engineering12 Dec. 2016

*

*

:Mobile Big Data Fault-Tolerant Processing for eHealth Networks :Kun Wang, Yun Shao, Lei Shu, Chunsheng Zhu, and Yan ZhangKen Wang is with Nanjing University of Posts and Telecommunications.Yun Shao is with the University of Southern California.Lei Shu is the corresponding author for this article, and is with GuangdongUniversity of Petrochemical Technology, Dalian University of Technology,and Guangdong Provincial Key Laboratory of Petrochemical EquipmentFault Analysis.Chunsheng Zhu is with the University of British Columbia.Yan Zhang is with Simula Research Laboratory and the University of Oslo. :DOI:10.1109/MNET.2016.7389829Publisher:IEEEPage(s):36- 42Date of Publication:25 January 2016 Volume: 30 Issue: 1Print ISSN:0890-8044

:*

E-Health (Electronic-Health) : : .

*

. Health Information Technology

*

*

. reduced variable neighborhood search(RVNS) queue architecture (IRQA) . .

*

*

DGL: .

*

DGL IRQA .DIL

*

DIL: . learning machin .

*

*

: RVNS X F(X)

*

* http://ce.aut.ac.ir/islab

http://ce.aut.ac.ir/islab

* http://ce.aut.ac.ir/islab

http://ce.aut.ac.ir/islab

* . . . . .

NEIGHBOURHOOD SEARCH NSVARIABLE NEIGHBOURHOOD SEARCH VNSREDUCED NEIGHBOURHOOD SEARCH RVNS*

FIFO IRQA RVNS .

*

* RVNS

*

*

:Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data :J. Balicki () W. Korub M. TyszkaFaculty of Telecommunications, Electronics and Informatics, Gdask Universityof Technology, Narutowicza 11/12, 80-233 Gdask, Polande-mail: [email protected]. Korube-mail: [email protected]. Tyszkae-mail: [email protected] Springer International Publishing Switzerland 2016Z. Kowalczuk (ed.), Advanced and Intelligent Computations in Diagnosisand Control, Advances in Intelligent Systems and Computing 386, :DOI:DOI 10.1007/978-3-319-23180-8_30Publisher:Springer International PublishingPage(s):566-576Date of Publication:25 January 2016 Volume: 30 Issue: 1Print ISSN:978-3-319-45377-4

:*

*

*

Big Data . . MangoDB,Hadoop,Splunk NS,VNS,RVNS,MAP-REDUCE

*

MONGO c++ MASTER-SLAVE

*

10

InfoSphere Guardium data security and protection for MongoDB, Part 1: Overview of the solution and data security recommendationswww.ibm.com/developerworks

*

HADOOP . Hadoop Demystified IEEE JUNE 2012

*

*

: .*

SPARK .

*

*Apache Spark: core concepts, architecture and internals03 MARCH 2016onSpark,scheduling,RDD,DAG,shuffle

*

.*MAP-REDUCE

MAP-REDUCE*

*

*

*

*

: . : * .

Telegram.me/FTinDB
EMAIL: [email protected]

*

*