Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.3

Submission
Last date
28-Jun-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-3. 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

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING
PaperId: :  14385
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14385
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ada ObayiDepartment of Computer Science, University of Nigeria, Nsukka
Asogwa Samuel C1Department of Computer Science. Michael Okpara University of Agriculture Umudike. Abia state
Onwuzo J.C2Department of Computer Science. Michael Okpara University of Agriculture Umudike. Abia state
Chigbundu Kanu Enyioma3Department of Computer Science. Michael Okpara University of Agriculture Umudike. Abia state.

Abstract

Computer science and Engineering
: Personal Computer (PC), Classification, Big data, Machine learning (ML). Apache Spark
One of the most complicated and difficult aspects of machine learning and Artificial Intelligence (AI) application is data mining and parallel data transmission. This necessitates the adoption of methods that demonstrate high process effectiveness and efficiency, as well as the ability to change their structure and manage a large variety of data that arrives on a regular basis. This should lead to the presentation of a new incremental and distributed classifier based on the preferred closest neighbor algorithmic rule. The research employs the K-NN machine learning classifier, which is well-suited to such a demanding setting. This approach, which is implemented in Apache Spark, uses a distributed metric-space ordering to speed up searches. A great deal of live data transmission containing useful data, referred to as big data, is created frequently. For handling such large volume of data, there is a necessity of big data structures, which the Apache Spark resolves in this work. The model will performs up to one hundred circumstances speedier than ancient systems like Hadoop Map reduce and the system will be used for online payment processing and big data search pattern.

Citations

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

IJARIIE Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. "THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 2013-2021
MLA Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. "THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 2013-2021.
APA Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, & Chigbundu Kanu Enyioma3. (2021). THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 2013-2021.
Chicago Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. "THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 2013-2021.
Oxford Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. 'THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 2013-2021. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/THE_USE_OF_SPARK_FOR_NEAREST_NEIGHBOR_CLASSIFICATION_FOR_HIGH_SPEED_BIG_DATA_STREAMING_ijariie14385.pdf (Accessed : ).
Harvard Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. (2021) 'THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 2013-2021IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/THE_USE_OF_SPARK_FOR_NEAREST_NEIGHBOR_CLASSIFICATION_FOR_HIGH_SPEED_BIG_DATA_STREAMING_ijariie14385.pdf (Accessed : )
IEEE Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3, "THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 2013-2021, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/THE_USE_OF_SPARK_FOR_NEAREST_NEIGHBOR_CLASSIFICATION_FOR_HIGH_SPEED_BIG_DATA_STREAMING_ijariie14385.pdf [Accessed : ].
Turabian Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. "THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Ada Obayi, Asogwa Samuel C1, Onwuzo J.C2, and Chigbundu Kanu Enyioma3. THE USE OF SPARK FOR NEAREST NEIGHBOR CLASSIFICATION FOR HIGH-SPEED BIG DATA STREAMING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 2013-2021. Available from: https://ijariie.com/AdminUploadPdf/THE_USE_OF_SPARK_FOR_NEAREST_NEIGHBOR_CLASSIFICATION_FOR_HIGH_SPEED_BIG_DATA_STREAMING_ijariie14385.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A Comparative Analysis of DevOps CI/Cd Tools: Optimizing Operational Efficiency of Software DeploymentComputer EngineeringSandeep Naduvinmani Download
An Overview of Cybersecurity in Connected and Autonomous Vehicles (CAVs) Computer EngineeringVaishali Kailas Shinde Download
"Lossless Data Hiding in the NTRU Cryptosystem Using Polynomial Encoding and Modulation"Computer EngineeringSanjana Sanjay Udare Download
"Real-Time Forest Fire Detection Using FireNet-CNN and Explainable AI Methods"Computer EngineeringPriyanka Navanath Bale Download
(BBMS) - BLOOD MANAGEMENT SYSTEMEngineeringInamullah Download
Deep Convolutional Neural Network-Based Recognition of Air-WritingComputer Engineering Dhongde.V.S Download
Medical Assistance Chatbot using Artificial Intelligence and Machine LearningComputer Engineering Shaikh Akhil Shadul Pasha Download
AGRICARD: ONE PLATFORM FOR ALL AGRICUTURAL NEEDSComputer Engineering Patil Kalpesh Prashant Download
CHANGE DETECTION APPROACH FOR DETECTING DEFORESTATIONComputer EngineeringAbhishek Kailas Tekale Download
Transforming Rural Administration Through Digital Innovation: The E-Gram Panchayat ApproachComputer EngineeringMiss. Mali Mansi Kishor Download
AI-Augmented Systems for Medication AdherenceComputer scienceSushritha Harthi H.Y Download
AI-Based Analytics for Chronic Obstructive Pulmonary DiseaseComputer scienceAnusha B.C Download
Dynamic AI Models for Real-Time ICU MonitoringComputer scienceMouna Shree Gowda Download
Predictive AI Models for Emergency Room TriageComputer scienceAkshatha H.U Download
AI for Monitoring Neonatal Intensive Care UnitsComputer scienceDimple M.D Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.