1. AZORIN Raphael
  2. AZORIN Raphael
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AZORIN Raphael

Conférence

Azorin, Raphael; Ben Houidi, Zied; Gallo, Massimo; Finamore, Alessandro; Michiardi, Pietro

Fine-grained attention in hierarchical transformers for tabular time-series

SIGKDD 2024, 10th ACM Mining and Learning from Time Series Workshop (MiLeTS), August 26, 2024, Barcelona, Spain
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ARXIV
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Thèse

Azorin, Raphaël

Traffic representations for network measurements

Thesis
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HAL
BIBTEX

Journal

Azorin, Raphaël; Monterubbiano, Andrea; Castellano, Gabriele; Gallo, Massimo; Pontarelli, Salvatore; Rossi, Dario

Taming the elephants: Affordable flow length prediction in the data plane

Proceedings of the ACM on Networking, Vol. 2, Issue CoNEXT1, Article N°5
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DOI
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Poster / Demo

Monterubbiano, Andrea; Azorin, Raphael; Castellano, Gabriele; Gallo, Massimo; Pontarelli, Salvatore; Rossi, Dario

Memory-efficient random forests in FPGA SmartNICs

CoNEXT 2023, In Companion of the 19th ACM International Conference on Emerging Networking EXperiments and Technologies, 5-8 December 2023, Paris, France
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Journal

Monterubbiano, Andrea; Azorin, Raphael; Castellano, Gabriele; Gallo, Massimo; Pontarelli, Salvatore; Rossi, Dario

SPADA: A sparse approximate data structure representation for data plane per-flow monitoring

Proceedings of the ACM on Networking, Issue CoNEXT3, Vol.1, Article 27
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Conférence

Azorin, Raphaël; Gallo, Massimo; Finamore, Alessandro; Rossi, Dario; Michiardi, Pietro

“It’s a match!” A benchmark of task affinity scores for joint learning

AAAI 2023, 2nd International Workshop on Practical Deep Learning in the Wild, 13 February 2023, Washington DC, USA
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ARXIV
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Conférence

Monterubbiano, Andrea; Azorin, Raphaël; Castellano, Gabriele; Gallo, Massimo; Pontarelli, Salvatore

Learned data structures for per-flow measurements

CoNEXT-SW 2022, Proceedings of the 3rd International CoNEXT Student Workshop, December 9, 2022, Roma, Italy
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Conférence

Ben Houidi, Zied; Azorin, Raphaël; Gallo, Massimo; Finamore, Alessandro; Rossi, Dario

Towards a systematic multi-modal representation learning for network data

HOTNETS 2022, 20th ACM, Workshop on Hot Topics in Networks, 14-15 November 2022, Austin, TX, USA
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Conférence

Azorin, Raphaël; Gallo, Massimo; Finamore, Alessandro; Filippone, Maurizio; Michiardi, Pietro; Rossi, Dario

Towards a generic deep learning pipeline for traffic measurements

CoNEXT-SW 2021, 17th International Conference on emerging Networking EXperiments and Technologies, Proceedings of the CoNEXT Student Workshop, 7-10 December 2021, Munich, Germany (Virtual Conference)
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