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Title: :  Scheduling Job Queue In Hadoop
PaperId: :  4225
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4225
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
R.Jamroth BanuPanimalar Engineering College
E.JamunaPanimalar Engineering College
S.JananiPanimalar Engineering College
Mrs. N.INDIRAPANIMALAR ENGINEERING COLLEGE

Abstract

Computer Science Engineering
Map Reduce, SRPT, Performance, Scheduling.
Size-based scheduling has been recognized as an effective approach to guarantee fairness and near optimal system response times. HFSP is a scheduler used in this technique to a real, multi-server, complex and widely used system such as Hadoop. It is a widely used bigdata processing engine with a master slave setup. Our solution implements a size-based and pre-emptive scheduling discipline. Scheduling decisions use the concept of virtual time and cluster resource. The jobs are focused according to their priorities that are computed through aging. This ensures that neither small nor large jobs suffer from starvation. The Size based scheduling in HFSP, gives the priority to small jobs that they will not be slowed down by large ones. The Shortest Remaining Processing Time (SRPT) concept gives priority to the jobs that requires minimum amount of work to complete. It minimizes the mean response time (or sojourn time), that is the time that passes between a job submission and its completion. We Extend HFSP to pause jobs with Higher SRPT and allow other waiting jobs in Queue based on FCFS.

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IJARIIE R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. "Scheduling Job Queue In Hadoop" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 2123-2128
MLA R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. "Scheduling Job Queue In Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 2123-2128.
APA R.Jamroth Banu, E.Jamuna, S.Janani, & Mrs. N.INDIRA. (2017). Scheduling Job Queue In Hadoop. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 2123-2128.
Chicago R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. "Scheduling Job Queue In Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 2123-2128.
Oxford R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. 'Scheduling Job Queue In Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 2123-2128. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Scheduling_Job_Queue_In_Hadoop_ijariie4225.pdf (Accessed : 05 April 2018).
Harvard R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. (2017) 'Scheduling Job Queue In Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 2123-2128IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Scheduling_Job_Queue_In_Hadoop_ijariie4225.pdf (Accessed : 05 April 2018)
IEEE R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA, "Scheduling Job Queue In Hadoop," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 2123-2128, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Scheduling_Job_Queue_In_Hadoop_ijariie4225.pdf [Accessed : 05 April 2018].
Turabian R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. "Scheduling Job Queue In Hadoop." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (05 April 2018).
Vancouver R.Jamroth Banu, E.Jamuna, S.Janani, and Mrs. N.INDIRA. Scheduling Job Queue In Hadoop. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 05 April 2018]; 3(2) : 2123-2128. Available from: http://ijariie.com/AdminUploadPdf/Scheduling_Job_Queue_In_Hadoop_ijariie4225.pdf
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