353 citations · 566 across the 18 of their papers we have counts for
4 papers · 1 filter
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…
Parametric Prediction from Parametric Agents
Yuan Luo, Nihar B. Shah, Jianwei Huang +1
We consider a problem of prediction based on opinions elicited from heterogeneous rational agents with private information. Making an accurate prediction with a minimal cost requir…