Page 101 - ITU Journal - ICT Discoveries - Volume 1, No. 2, December 2018 - Second special issue on Data for Good

ITU JOURNAL: ICT Discoveries, Vol. 1(2), December 2018

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1500000 Actual
Data Traffic (kbps) 500000 1 36 71 106 141 176 211 246 281 316 351 386 421 456 491 526 561 596 631 666 701 736 771 806 841 876 911 946
CANFIS
1000000

0

Time (Hours)

Fig. 3 – Actual and predicted 3G hourly traffic using the CANFIS (5-2-5) model

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Actual
4000000 CANFIS
Data Traffic (Kbps) 2000000 1 27 53 79 105 131 157 183 209 235 261 287 313 339 365 391 417 443 469 495 521 547 573 599 625 651 677 703
3000000
1000000
0

Time (Days)

Fig. 4 – Actual and predicted 3G daily traffic using the CANFIS (5-2-5) model

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3000000 Actual
Data Traffic (kbps) 1000000 1 8 15 22 29 36 43 50 57 64 71 78 85 92 99 106 113 120 127 134 141 148 155 162 169 176 CANFIS
2000000

0

Time (Weeks)

Fig. 5 – Actual and predicted 3G weekly traffic using the CANFIS (5-2-5) model

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15000000 Actual
Data Ttraffic (kbps) 5000000 0 1 4 7 101316192225283134374043464952555861646770 CANFIS
10000000

Time (Monthly)

Fig. 6 – Actual and predicted 3G monthly traffic using the CANFIS (5-2-5) model

© International Telecommunication Union, 2018 79