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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Amazon Ec2 Price Prediction Using Machine Learning Techniques |
| Authors Name: | Samindar Jalandar Vibhute , Prof.S.S.Redekar |
| Unique Id: | IJSDR2209093 |
| Published In: | Volume 7 Issue 9, September-2022 |
| Abstract: | Amazon Ec2 is Amazon elastic cloud compute. Ec2 is cloud service provided by amazon.com. Users can bid for spot instances and aquire the cloud for that much time. By using the LSTM algorithm we can predict the spot prices effectively with compare to other previous works which were in regression random forest, logistic regression, SVC RBF, SVC Poly. Users can plot the graph of simple moving average, rolling mean and standard deviation, time series and range slider which gives you information about the valatality of that instance. And last we cxan predict the instance price one day ahead or one weeek ahead |
| Keywords: | Amazon Price Prediction,LSTM, Spot Price |
| Cite Article: | "Amazon Ec2 Price Prediction Using Machine Learning Techniques ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 9, page no.557 - 565, September-2022, Available :http://www.ijsdr.org/papers/IJSDR2209093.pdf |
| Downloads: | 000337214 |
| Publication Details: | Published Paper ID: IJSDR2209093 Registration ID:201681 Published In: Volume 7 Issue 9, September-2022 DOI (Digital Object Identifier): Page No: 557 - 565 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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