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10/22/2021
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP
Resource allocation problems in many computer systems can be formulated ...
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04/13/2021
Don't Give Up on Large Optimization Problems; POP Them!
Resource allocation problems in many computer systems can be formulated ...
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06/05/2017
To Index or Not to Index: Optimizing Maximum Inner Product Search
Making top-K predictions for state-of-the-art Matrix Factorization model...
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06/05/2017
SimDex: Exploiting Model Similarity in Exact Matrix Factorization Recommendations
We present SimDex, a new technique for serving exact top-K recommendatio...
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03/07/2017
NoScope: Optimizing Neural Network Queries over Video at Scale
Recent advances in computer vision-in the form of deep neural networks-h...
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04/16/2015