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Distributed Optimization
The goal of Distributed Optimization is to optimize a certain objective defined over millions of billions of data that is distributed over many machines by utilizing the computational power of these machines.
<span class="description-source">Source: Analysis of Distributed StochasticDual Coordinate Ascent </span>