THE APPLICATION OF FUZZY TIME SERIES SINGH FOR FORECASTING BANDWIDTH NETWORK DEMAND
| Main Authors: | Aryanti, Aryanti, Mekongga, Ikhthison |
|---|---|
| Format: | Article PeerReviewed Book |
| Bahasa: | eng |
| Terbitan: |
, 2015
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| Subjects: | |
| Online Access: |
http://eprints.polsri.ac.id/4752/1/paper_6.pdf http://eprints.polsri.ac.id/4752/ |
Daftar Isi:
- The purpose of this research is to develop information system which forecast bandwidth network demand by using Fuzzy time series Singh. Data were taken in State Polytechnic of Sriwijaya during learning hour starting from 07.00 am - 06.00 pm from Monday to Saturday in odd semester of Academic Year 2011/2012. Next, the data were processed by fuzzy time series Singh in order to get forecasted data. Then, the forecasted data were compared to the actual data in order to get validity of the data. The forecasted data using fuzzy time series Singh was nearly precise to the actual data with mean absolute percentage error of 8.523 %.