82 citations · 91 across the 7 of their papers we have counts for
7 papers
Ordinal Rating of Network Performance and Inference by Matrix Completion
Wei Du, Yongjun Liao, and Pierre Geurts +1
This paper addresses the large-scale acquisition of end-to-end network performance. We made two distinct contributions: ordinal rating of network performance and inference by matri…
Outbound SPIT Filter with Optimal Performance Guarantees
Tobias Jung, Sylvain Martin, Mohamed Nassar +2
This paper presents a formal framework for identifying and filtering SPIT calls (SPam in Internet Telephony) in an outbound scenario with provable optimal performance. In so doing,…
DISco: a Distributed Information Store for network Challenges and their Outcome
Sylvain Martin, Laurent Chiarello, Guy Leduc
We present DISco, a storage and communication middleware designed to enable distributed and task-centric autonomic control of networks. DISco is designed to enable multi-agent iden…
DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction
Yongjun Liao, Wei Du, Pierre Geurts +1
The knowledge of end-to-end network distances is essential to many Internet applications. As active probing of all pairwise distances is infeasible in large-scale networks, a natur…
Contextual Multi-armed Bandits for the Prevention of Spam in VoIP Networks
Tobias Jung, Sylvain Martin, Damien Ernst +1
In this paper we argue that contextual multi-armed bandit algorithms could open avenues for designing self-learning security modules for computer networks and related tasks. The pa…
Combined Intra- and Inter-domain Traffic Engineering using Hot-Potato Aware Link Weights Optimization
Simon Balon, Guy Leduc
A well-known approach to intradomain traffic engineering consists in finding the set of link weights that minimizes a network-wide objective function for a given intradomain traffi…