193 citations
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- Centre National de la Recherche ScientifiqueFR1 paper
- CitigroupUS1 paper
- Délégation Provence et CorseFR1 paper
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9 papers
CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation
Abdelhak Kelious, Chyrine Tahri, Eliot Bardet
Maintaining up-to-date code documentation is difficult in fast-moving repositories because design knowledge is scattered across source files and pull requests. We present CODENS ,…
DNS-based dynamic context resolution for SCHC
Antoine Bernard, Sandoche Balakrichenan, Michel Marot +1
LPWANs are networks characterised by the scarcity of their radio resources and their limited payload size. LoRaWAN offers an open, easy-to-deploy and efficient solution to operate…
Digital Twin for Estimating QoT Statistics in Presence of PDL and Transceiver Imperfections
Ambashri Purkayastha, Camille Delezoide, Vinod Bajaj +3
We propose a physics-based digital twin to predict the statistical QoT distribution of a realistic optical lightpath. We demonstrate up to 0.73 dB accuracy improvement in worst-cas…
Degenerate systems of three Brownian particles with asymmetric collisions: invariant measure of gaps
Thomas Dreyfus, Jules Flin, Sandro Franceschi
We consider a degenerate system of three Brownian particles undergoing asymmetric collisions. We study the gap process of this system and focus on its invariant measure. The gap pr…
Accuracy Enhancement of an Optical Network Digital Twin Based on Open-Source Field Data
Ambashri Purkayastha, Cédric Ware, Mounia Lourdiane +2
We propose a two-stage hybrid QoT model for twinning a real transport network and evaluate it on recently published field data. Accounting for partial calibration of key parameters…
Bayesian generalized method of moments applied to pseudo-observations in survival analysis
Léa Orsini, Caroline Brard, Emmanuel Lesaffre +3
Bayesian inference for survival regression modeling offers numerous advantages, especially for decision-making and external data borrowing, but demands the specification of the bas…