Distributed Computation of Quantiles via ADMM
Franck Iutzeler · IEEE Signal Processing Letters · 2017
In this letter, we derive distributed synchronous and asynchronous algorithms for computing quantiles of the agents' local values. These algorithms are based on the formulation of a suitable problem, explicitly solvable by the alternating direction method of multipliers (ADMM), and recent randomized optimization methods.