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publications:publi:vtvsitrwmsjlvlg14spccnn [2019/04/25 08:49]
publications:publi:vtvsitrwmsjlvlg14spccnn [2019/09/12 08:51] (current)
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 +<p> <h1> VtVsItRwMsJlvLg14SPCCNN</​h1>​
 + <​p><​span class="​BibAuthor">​V. Turchenko, V. Shultz, I. Turchenko, R.M. Wallace, M. Sheikhalishahi,​ J.L. Vazquez-Poletti,​ L. Grandinetti</​span>​. <span class="​BibJournalTitle">​Spot Price Prediction for Cloud Computing using Neural Networks</​span>​. <span class="​BibJournalName">​International Journal of Computing</​span>,​ 12(4):​348-359,​ 2013.</​P><​p>​
 +<p>
 +<a name="​abstract"></​a><​h2>​ Abstract ​ </h2> <​P> ​
 +Advances in service-oriented architectures,​ virtualization,​ high-speed networks, and cloud computing has resulted in attractive pay-as-you-go services. Job scheduling on such systems results in commodity bidding for computing time. Amazon institutionalizes this bidding for its Elastic Cloud Computing (EC2) environment. Similar bidding methods exist for other cloud-computing vendors as well as multi-cloud and cluster computing brokers such as SpotCloud. Commodity bidding for computing has resulted in complex spot price models that have ad-hoc strategies to provide demand for excess capacity. In this paper we will discuss vendors who provide spot pricing and bidding and present the predictive models for future short-term and middle-term spot price prediction based on neural networks giving users a high confidence on future prices aiding bidding on commodity computing<​p>​
 + <a name="​keyword"></​a>​ <​h2>​Keywords </h2> <p> [ <a href="/​doku.php?​id=publications:​keyword:​tin2012-31518">​Tin2012-31518</​a>​ ] [ <a href="/​doku.php?​id=publications:​keyword:​cloud">​ Cloud</​a>​ ] 
 +<a name="​contact"></​a><​h2>​ Contact ​ </h2> <​P> ​
 +<a href="​mailto:​jlvazquez@fdi.ucm.es">​Jose Luis  Vazquez-Poletti</​a> ​ <a href="/​jlvazquez">​ <img src="/​lib/​exe/​fetch.php?​w=&​h=&​cache=cache&​media=html_icon.png"​ align=top border=0 alt =""></​a><​br> ​
 +
 +<a name="​bib"></​a><​h2>​ BibTex Reference ​ </h2> <​P> ​
 +@article{VtVsItRwMsJlvLg14SPCCNN,​ <​br>&​nbsp;&​nbsp;&​nbsp;​Author = {Turchenko, V. and Shultz, V. and Turchenko, I. and Wallace, R.M. and Sheikhalishahi,​ M. and Vazquez-Poletti,​ J.L. and Grandinetti,​ L.},<​br>&​nbsp;&​nbsp;&​nbsp;​Title = {Spot Price Prediction for Cloud Computing using Neural Networks},<​br>&​nbsp;&​nbsp;&​nbsp;​Journal = {International Journal of Computing},<​br>&​nbsp;&​nbsp;&​nbsp;​Volume = {12},<​br>&​nbsp;&​nbsp;&​nbsp;​Number = {4},<​br>&​nbsp;&​nbsp;&​nbsp;​Pages = {348--359},<​br>&​nbsp;&​nbsp;&​nbsp;​Year = {2013}<​br>​} <​br><​p>​
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 +</​div></​html>​
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