Internet of Things networks are the large-scale distributed systems consisting of a massive
number of simple devices communicating, typically, over a shared wireless medium. This …

Collecting the most informative data from a large dataset distributed over a network is a
fundamental problem in many fields, including control, signal processing and machine …

In this article, we focus on computing the quantiles of a random variable f (X), where X is a
[0, 1] d-valued random variable, d∈ N∗, and f:[0, 1] d→ R is a deterministic Lipschitz …

We consider the problem of determining the top-k largest measurements from a dataset
distributed among a network of n agents with noisy communication links. We show that this …

In this paper, we propose a continuous-time distributed algorithm for the dynamic quantile
problem. The problem is to find the quantile of time-varying signals in a network of agents …