QoS Ranking Prediction for Cloud Services
Citations
580Â citations
367Â citations
Cites background from "QoS Ranking Prediction for Cloud Se..."
...Unfortunately, the number of datasets that are available to all and in the research domain is very low and is limited to three datasets, QWS (Al-Masri & Mahmoud, 2009), WS-DREAM (Zibin, Yilei, & Lyu, 2010) and tpds 2012 (Zibin et al., 2013), and an unknown randomly generated dataset RG (Shangguang et al....
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248Â citations
Cites background from "QoS Ranking Prediction for Cloud Se..."
...The literatures [5, 46-53] show that a variety of optimization methods have been applied to Cloud service selection, such as dynamic programming, integer programming, greedy algorithm, etc....
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...[49] proposed CloudRank, a personalized ranking prediction framework based on ranking-oriented collaborative filtering techniques, to predict the QoS ranking of Cloud services to support service selection....
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193Â citations
Cites background from "QoS Ranking Prediction for Cloud Se..."
...Decision makers in many organizations face a major challenge in choosing and estimating the most suitable requirements [1, 10] of cloud....
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...The pertinent criteria for estimating the performance of cloud services have been identified in many researches[1,8,38-51]....
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...Cloud computing turned into a prevalent service due to the fast evolution of information and communication technologies [1]....
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187Â citations
References
8,634Â citations
"QoS Ranking Prediction for Cloud Se..." refers background in this paper
...item-based approaches [7], [11], [16], and their fusion [13],...
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6,590Â citations
"QoS Ranking Prediction for Cloud Se..." refers background in this paper
...To obtain QoS values, real-world invocations on the service candidates are usually required....
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5,644Â citations
"QoS Ranking Prediction for Cloud Se..." refers methods in this paper
...often use the vector similarity method [4] and the PCC method [15] as the similarity computation methods....
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...It employs PCC for the similarity computation and employs similar items (cloud services) for the QoS value prediction [15]....
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4,883Â citations
4,788Â citations
"QoS Ranking Prediction for Cloud Se..." refers background in this paper
...item-based approaches [7], [11], [16], and their fusion [13],...
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