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LIVE BIG DATA ANALYTICS RESOURCE MANAGEMENT TECHNIQUES IN FOG COMPUTING FOR TELE-HEALTH APPLICATIONS

(Received: 20-Nov.-2020, Revised: 11-Feb.-2021 , Accepted: 23-Feb.-2021)
Ragaa Shehab,Mohamed Taher,Hoda K. Mohamed
#Fog/Edge computing #Big data analytics #Stream analytics #Apache Hadoop2 YARN schedulers #Per-user control #Analytics accuracy #Fog infrastructural management #Patient monitoring #Smart hospital
  • Views: 1977
  • Downloads: 670
  • DOI: 10.5455/jjcit.71-1605864596
  • Cited by: 2
Abstract

IMPROVING RESPONSE TIME OF TASK OFFLOADING BY RANDOM FOREST, EXTRA-TREES AND ADABOOST CLASSIFIERS IN MOBILE FOG COMPUTING

(Received: 27-May-2020, Revised: 7-Aug.-2020 , Accepted: 26-Aug.-2020)
Elham Darbanian,Dadmehr Rahbari,Roghayeh Ghanizadeh,Mohsen Nickray
#Fog computing #Decision tree classifier #Random forest classifier #Extra-trees classifier #AdaBoost classifier #Offloading #Machine learning
  • Views: 2586
  • Downloads: 776
  • DOI: 10.5455/jjcit.71-1590557276
  • Cited by: 0
Abstract
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