353 citations · 566 across the 18 of their papers we have counts for
20 papers
Distributed Learning for Proportional-Fair Resource Allocation in Coexisting WiFi Networks
Piotr Gawłowicz, Jean Walrand, Adam Wolisz
In this paper, we revisit the widely known performance anomaly that results in severe network utility degradation in WiFi networks when nodes use diverse modulation and coding sche…
An Architecture for In-Vehicle Network
Jean Walrand, Max Turner, Roy Myers
As vehicles get equipped with increasingly complex sensors and processors, the communication requirements become more demanding. Traditionally, vehicles have used specialized netwo…
Convergence of a Distributed Kiefer-Wolfowitz Algorithm
Jean Walrand
This paper proposes a proof of the convergence of a distributed and asynchronous version of the Kiefer-Wolfowitz algorithm.
Robust Scheduling for Flexible Processing Networks
Ramtin Pedarsani, Jean Walrand, Yuan Zhong
Modern processing networks often consist of heterogeneous servers with widely varying capabilities, and process job flows with complex structure and requirements. A major challenge…
Knowledge-Defined Networking
Albert Mestres, Alberto Rodriguez-Natal, Josep Carner +17
The research community has considered in the past the application of Artificial Intelligence (AI) techniques to control and operate networks. A notable example is the Knowledge Pla…
An Approximate Dynamic Programming Approach to Adversarial Online Learning
Vijay Kamble, Patrick Loiseau, Jean Walrand
We describe an approximate dynamic programming (ADP) approach to compute approximations of the optimal strategies and of the minimal losses that can be guaranteed in discounted rep…