34 citations · 171 across the 39 of their papers we have counts for
5 papers · 1 filter
Dissecting demand response mechanisms: the role of consumption forecasts and personalized offers
Alberto Benegiamo, Patrick Loiseau, Giovanni Neglia
Demand-Response (DR) programs, whereby users of an electricity network are encouraged by economic incentives to rearrange their consumption in order to reduce production costs, are…
A Game-Theoretic Analysis of Adversarial Classification
Lemonia Dritsoula, Patrick Loiseau, John Musacchio
Attack detection is usually approached as a classification problem. However, standard classification tools often perform poorly because an adaptive attacker can shape his attacks i…
Efficient Algorithms for Scheduling Moldable Tasks
Xiaohu Wu, Patrick Loiseau
We study the problem of scheduling independent moldable tasks on processors that arises in large-scale parallel computations. When tasks are monotonic, the best known resul…
Towards Designing Cost-Optimal Policies to Utilize IaaS Clouds under Online Learning
Xiaohu Wu, Patrick Loiseau, Esa Hyytia
Many businesses possess a small infrastructure that they can use for their computing tasks, but also often buy extra computing resources from clouds. Cloud vendors such as Amazon E…
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…