Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  "EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"
PaperId: :  1557
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 1 2016
DUI:    16.0415/IJARIIE-1557
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr.Nilesh Vasant KurhadeSPIET.Otur(Pune)
Prof.Kahate Sandip.SPCOE,Otur(Pune)

Abstract

Computer Engineering
BigData,MapReduce,Incremental Processing,MRBG
Map Reduce programming model is widely used for large scale and one-time data-intensive distributed computing, but lacks flexibility and efficiency of processing small incremental data. Incremental Mapreduce framework is proposed in this paper for incrementally processing new data of a large data set, which takes state as implicit input and combines it with new data. Map tasks are created according to new splits instead of entire splits while reduce tasks fetch their inputs including the state and the intermediate results of new map tasks from Preserved and latest generated result. The preserved states really producing the promising result and significantly reduce the run time for refreshing big data mining results compared to re-calculating on both simple and multi stage MapReduce. The intermediate states are saved in the form of kv-pair level data flow and data dependence in a MapReduce computation as a bipartitegraph, called MRBGraph. A MRBG-Store is designed to preserve the fine-grain states in the MRBGraph and support efficient queries to retrieve fine-grain states for incremental processing.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. ""EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 1 2016 Page 135-140
MLA Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. ""EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"." International Journal Of Advance Research And Innovative Ideas In Education 2.1(2016) : 135-140.
APA Mr.Nilesh Vasant Kurhade, & Prof.Kahate Sandip.. (2016). "EXMR; An Enhanced way for Incremental Data Processing based on MapReduce". International Journal Of Advance Research And Innovative Ideas In Education, 2(1), 135-140.
Chicago Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. ""EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 1 (2016) : 135-140.
Oxford Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. '"EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 1, 2016, p. 135-140. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/_EXMR__An_Enhanced_way_for_Incremental_Data_Processing_based_on_MapReduce__ijariie1557.pdf (Accessed : 23 October 2017).
Harvard Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. (2016) '"EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"', International Journal Of Advance Research And Innovative Ideas In Education, 2(1), pp. 135-140IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/_EXMR__An_Enhanced_way_for_Incremental_Data_Processing_based_on_MapReduce__ijariie1557.pdf (Accessed : 23 October 2017)
IEEE Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip., ""EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 1, pp. 135-140, Jan-Feb 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/_EXMR__An_Enhanced_way_for_Incremental_Data_Processing_based_on_MapReduce__ijariie1557.pdf [Accessed : 23 October 2017].
Turabian Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. ""EXMR; An Enhanced way for Incremental Data Processing based on MapReduce"." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 1 (23 October 2017).
Vancouver Mr.Nilesh Vasant Kurhade, and Prof.Kahate Sandip.. "EXMR; An Enhanced way for Incremental Data Processing based on MapReduce". International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 23 October 2017]; 2(1) : 135-140. Available from: http://ijariie.com/AdminUploadPdf/_EXMR__An_Enhanced_way_for_Incremental_Data_Processing_based_on_MapReduce__ijariie1557.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 10/23/2017 5:36:21 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A Review of Automated Plant Disease Detection Using Camera-Based Systems for Scalable Farm AutomationComputer EngineeringMohammed Taha Ahmed Download
ENHANCE ETHANOL PURITY WITH TEA POWDER ADSORBTIVE DISTILLATION.Chemical EngineeringKatore Tejas Download
IOT Enabled Smart Helmet For Miners SafetyComputer EngineeringDhruv Verma Download
Deep Learning Based Web Application for Hand Sign RecognitionComputer Engineering Mrs.Sonali Salunkhe Download
WIREFRAME INTERPRETATION AND FRONTEND CODE GENERATIONComputer EngineeringK. Archana Download
NEXT-GENERATION FIREWALLS: ADVANCING NETWORK SECURITY TO COMBAT EVOLVING AND SOPHISTICATED CYBER THREATSSecurity Network EngineerVenkata Surya Teja Gollapalli Download
Swarm Intelligence-Driven Adaptive Scheduling with Fuzzy Logic-Based Real-Time Optimization for Smart HospitalsComputer ScienceVisrutatma Rao Vallu Download
Enhancing E-Commerce Transaction Security with Big Data Analytics in Cloud ComputingCloud ComputingRajani Priya Nippatla Download
AI-Assisted Fabrication of Functionalized Nanoparticles for Infectious Disease Treatmentmachine learningNandan Kumar Download
Deep Neural Networks for Enhancing Nanoparticle Drug Release Kineticsmachine learningPavan Gowda Download
Multiscale Modelling of Nano-Drug Interactions Using Artificial Intelligencemachine learningSandhya. S Download
AI-Powered Control Systems for Nanobots in Microbial Infection Zonesmachine learningPavan T.K Download
AI-Driven Discovery of Nanostructures That Disrupt Antibiotic-Resistant Biofilmsmachine learningManohar Jain Download
AI-Enhanced Biosensors for Real-Time Detection of Pathogens Using Nanomaterialsmachine learningFaisal Ahmed Download
Integrating Deep Learning with Nanotechnology for Virus Detectionmachine learningAkash Kumar Download
12