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    VEE
    2012
    ACM
    322views Virtualization» more  VEE 2012»
    Modeling virtualized applications using machine learning techniques
    12 years 6 months ago
    Modeling virtualized applications using machine learning techniques
    Download  www.cl.cam.ac.uk
    With the growing adoption of virtualized datacenters and cloud hosting services, the allocation and sizing of resources such as CPU, memory, and I/O bandwidth for virtual machines...
    Sajib Kundu, Raju Rangaswami, Ajay Gulati, Ming Zh...
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    PODS
    2012
    ACM
    297views Database» more  PODS 2012»
    Query-based data pricing
    12 years 1 months ago
    Query-based data pricing
    Download  cloud-data-pricing.cs.washington.edu
    Data is increasingly being bought and sold online, and Webbased marketplace services have emerged to facilitate these activities. However, current mechanisms for pricing data are ...
    Paraschos Koutris, Prasang Upadhyaya, Magdalena Ba...
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    JMLR
    2012
    223views Programming Languages» more  JMLR 2012»
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    12 years 1 months ago
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    Download  www.cs.helsinki.fi
    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
    Michael Gutmann, Aapo Hyvärinen
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    KDD
    2012
    ACM
    217views Data Mining» more  KDD 2012»
    Cross-domain collaboration recommendation
    12 years 1 months ago
    Cross-domain collaboration recommendation
    Download  keg.cs.tsinghua.edu.cn
    Interdisciplinary collaborations have generated huge impact to society. However, it is often hard for researchers to establish such cross-domain collaborations. What are the patte...
    Jie Tang, Sen Wu, Jimeng Sun, Hang Su
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    KDD
    2012
    ACM
    271views Data Mining» more  KDD 2012»
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    12 years 1 months ago
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    Download  www.cs.cmu.edu
    Many data are modeled as tensors, or multi dimensional arrays. Examples include the predicates (subject, verb, object) in knowledge bases, hyperlinks and anchor texts in the Web g...
    U. Kang, Evangelos E. Papalexakis, Abhay Harpale, ...
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