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Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing

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Page 1: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 2: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 3: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 4: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 5: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 6: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 7: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 8: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 9: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 10: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 11: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing

0.50

0.45

0.40

0.35

0.30

0.25

0.20

0.15

0.10

0.05

0 0 10 20 30 40 50 60 70 80 90 100

Mean fault tolerance estimation error

Mea

n lo

ad b

alan

ce e

stim

atio

n er

ror (

sec)

No-entropy Entropy-100% Entropy-90% Entropy-80% Entropy-70% Old-algorithm

0.9

0.8

0.7

0.6

0.5

0.4

0.3

0.2 0 10 20 30 40 50 60 70

Optimization size

Util

izat

ion

reso

urce

s

Genetic-algorithm

Ant colony-algorithm

Particle swarm-algorithm

Page 12: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing
Page 13: Big Data Clustering Using Grid Computing and Bionic Algorithms …docsdrive.com/pdfs/medwelljournals/jeasci/2018/4080-4092.pdf · 2018-07-28 · Big Data Clustering Using Grid Computing