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106
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HPCA
2012
IEEE
13 years 8 months ago
2012
IEEE
Recent research on memory disaggregation introduces a new architectural building block—the memory blade—as a cost-effective approach for memory capacity expansion and sharing ...
136
Voted
WSDM
2012
ACM
13 years 8 months ago
2012
ACM
We present a new approach for personalizing Web search results to a specific user. Ranking functions for Web search engines are typically trained by machine learning algorithms u...
129
Voted
SIGCOMM
2012
ACM
13 years 3 months ago
2012
ACM
Web applications have now become so sophisticated that rendering a typical page may require hundreds of intra-datacenter flows. At the same time, web sites must meet strict page ...
108
Voted
MOBIHOC
2012
ACM
13 years 3 months ago
2012
ACM
Nowadays, an increasing number of objects can be represented by their wireless electronic identifiers. For example, people can be recognized by their phone numbers or their phone...
124
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JMLR
2012
13 years 3 months ago
2012
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...