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@article{DBLP:journals/entropy/MassaroKSGA23,
  author       = {Antonio Massaro and
                  Dimitre Kostadinov and
                  Alonso Silva and
                  Alexander Obeid Guzman and
                  Armen Aghasaryan},
  title        = {Predicting Network Hardware Faults through Layered Treatment of Alarms
                  Logs},
  journal      = {Entropy},
  volume       = {25},
  number       = {6},
  pages        = {917},
  year         = {2023},
  url          = {https://doi.org/10.3390/e25060917},
  doi          = {10.3390/E25060917},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/MassaroKSGA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/noms/JinBAR23,
  author       = {Yue Jin and
                  Makram Bouzid and
                  Armen Aghasaryan and
                  Ricardo Rocha},
  title        = {Community Selection for Multivariate {KPI} Predictions in a 2-Tier
                  System},
  booktitle    = {{NOMS} 2023, {IEEE/IFIP} Network Operations and Management Symposium,
                  Miami, FL, USA, May 8-12, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/NOMS56928.2023.10154222},
  doi          = {10.1109/NOMS56928.2023.10154222},
  timestamp    = {Mon, 26 Jun 2023 09:00:05 +0200},
  biburl       = {https://dblp.org/rec/conf/noms/JinBAR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/vtc/MassaroWASNB23,
  author       = {Antonio Massaro and
                  Dan Wellington and
                  Armen Aghasaryan and
                  Robert Seidl and
                  Muhammad Naseer ul Islam and
                  {\"{O}}mer Bulakci},
  title        = {Safe and Fast Reinforcement Learning for Network Slicing Resource
                  Allocation},
  booktitle    = {97th {IEEE} Vehicular Technology Conference, {VTC} Spring 2023, Florence,
                  Italy, June 20-23, 2023},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/VTC2023-Spring57618.2023.10199857},
  doi          = {10.1109/VTC2023-SPRING57618.2023.10199857},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vtc/MassaroWASNB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2303-04073,
  author       = {Tianzhu Zhang and
                  Masoud Hemmatpour and
                  Shashwat Mishra and
                  Leonardo Linguaglossa and
                  Dong Zhang and
                  Chung Shue Chen and
                  Marco Mellia and
                  Armen Aghasaryan},
  title        = {Operationalizing {AI} in Future Networks: {A} Bird's Eye View from
                  the System Perspective},
  journal      = {CoRR},
  volume       = {abs/2303.04073},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.04073},
  doi          = {10.48550/ARXIV.2303.04073},
  eprinttype    = {arXiv},
  eprint       = {2303.04073},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-04073.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pimrc/MassaroWAS21,
  author       = {Antonio Massaro and
                  Dan Wellington and
                  Armen Aghasaryan and
                  Robert Seidl},
  title        = {Reinforcement learning for antennas' electric tilts optimization in
                  self organizing networks},
  booktitle    = {32nd {IEEE} Annual International Symposium on Personal, Indoor and
                  Mobile Radio Communications, {PIMRC} 2021, Helsinki, Finland, September
                  13-16, 2021},
  pages        = {1122--1127},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/PIMRC50174.2021.9569403},
  doi          = {10.1109/PIMRC50174.2021.9569403},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pimrc/MassaroWAS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/adt/JinBKA19,
  author       = {Yue Jin and
                  Makram Bouzid and
                  Dimitre Kostadinov and
                  Armen Aghasaryan},
  title        = {Resource management of cloud-enabled systems using model-free reinforcement
                  learning},
  journal      = {Ann. des T{\'{e}}l{\'{e}}communications},
  volume       = {74},
  number       = {9-10},
  pages        = {625--636},
  year         = {2019},
  url          = {https://doi.org/10.1007/s12243-019-00720-y},
  doi          = {10.1007/S12243-019-00720-Y},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adt/JinBKA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/infocom/BouzidLKJMOA19,
  author       = {Makram Bouzid and
                  Duc{-}Hung Luong and
                  Dimitre Kostadinov and
                  Yue Jin and
                  Lorenzo Maggi and
                  Abdelkader Outtagarts and
                  Armen Aghasaryan},
  title        = {Cooperative AI-based e2e Network Slice Scaling},
  booktitle    = {{IEEE} {INFOCOM} 2019 - {IEEE} Conference on Computer Communications
                  Workshops, {INFOCOM} Workshops 2019, Paris, France, April 29 - May
                  2, 2019},
  pages        = {959--960},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/INFCOMW.2019.8845198},
  doi          = {10.1109/INFCOMW.2019.8845198},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/BouzidLKJMOA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ipta/KoboldLTVMFAACL19,
  author       = {Jonathan Kobold and
                  Elmar Wolfgang Lang and
                  Ana Maria Tom{\'{e}} and
                  Vincent Vigneron and
                  Hichem Maaref and
                  Dominique Fourer and
                  M. Aghasaryan and
                  C. Alecu and
                  N. Chausson and
                  Y. L'Hermitte and
                  D. Smadja},
  title        = {Stroke Thrombus Segmentation on {SWAN} with Multi-Directional U-Nets},
  booktitle    = {Ninth International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2019, Istanbul, Turkey, November 6-9, 2019},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IPTA.2019.8936074},
  doi          = {10.1109/IPTA.2019.8936074},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipta/KoboldLTVMFAACL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icin/JinBKA18,
  author       = {Yue Jin and
                  Makram Bouzid and
                  Dimitre Kostadinov and
                  Armen Aghasaryan},
  title        = {Model-free resource management of cloud-based applications using reinforcement
                  learning},
  booktitle    = {21st Conference on Innovation in Clouds, Internet and Networks and
                  Workshops, {ICIN} 2018, Paris, France, February 19-22, 2018},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICIN.2018.8401615},
  doi          = {10.1109/ICIN.2018.8401615},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icin/JinBKA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icin/JinBKA18a,
  author       = {Yue Jin and
                  Makram Bouzid and
                  Dimitre Kostadinov and
                  Armen Aghasaryan},
  title        = {Testing a Q-learning approach for derivation of scaling policies in
                  cloud-based applications},
  booktitle    = {21st Conference on Innovation in Clouds, Internet and Networks and
                  Workshops, {ICIN} 2018, Paris, France, February 19-22, 2018},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICIN.2018.8401621},
  doi          = {10.1109/ICIN.2018.8401621},
  timestamp    = {Fri, 06 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icin/JinBKA18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mln/JinKBA18,
  author       = {Yue Jin and
                  Dimitre Kostadinov and
                  Makram Bouzid and
                  Armen Aghasaryan},
  editor       = {{\'{E}}ric Renault and
                  Paul M{\"{u}}hlethaler and
                  Selma Boumerdassi},
  title        = {Common Structures in Resource Management as Driver for Reinforcement
                  Learning: {A} Survey and Research Tracks},
  booktitle    = {Machine Learning for Networking - First International Conference,
                  {MLN} 2018, Paris, France, November 27-29, 2018, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11407},
  pages        = {117--132},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-19945-6\_8},
  doi          = {10.1007/978-3-030-19945-6\_8},
  timestamp    = {Tue, 14 May 2019 19:05:07 +0200},
  biburl       = {https://dblp.org/rec/conf/mln/JinKBA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:reference/snam/AghasaryanBKP18,
  author       = {Armen Aghasaryan and
                  Makram Bouzid and
                  Dimitre Davidov Kostadinov and
                  J{\'{e}}r{\^{o}}me Picault},
  editor       = {Reda Alhajj and
                  Jon G. Rokne},
  title        = {Group Representation and Profiling},
  booktitle    = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-1-4939-7131-2\_221},
  doi          = {10.1007/978-1-4939-7131-2\_221},
  timestamp    = {Wed, 04 May 2022 13:01:02 +0200},
  biburl       = {https://dblp.org/rec/reference/snam/AghasaryanBKP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icin/AghasaryanBK17,
  author       = {Armen Aghasaryan and
                  Makram Bouzid and
                  Dimitre Kostadinov},
  editor       = {No{\"{e}}l Crespi and
                  Antonio Manzalini and
                  Stefano Secci},
  title        = {Stimulus-based sandbox for learning resource dependencies in virtualized
                  distributed applications},
  booktitle    = {20th Conference on Innovations in Clouds, Internet and Networks, {ICIN}
                  2017, Paris, France, March 7-9, 2017},
  pages        = {238--245},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICIN.2017.7899419},
  doi          = {10.1109/ICIN.2017.7899419},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icin/AghasaryanBK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bell/AghasaryanBKN14,
  author       = {Armen Aghasaryan and
                  Makram Bouzid and
                  Dimitre Kostadinov and
                  Animesh Nandi},
  title        = {Exploring the Impact of {LSH} Parameters in Privacy-Preserving Personalization},
  journal      = {Bell Labs Tech. J.},
  volume       = {18},
  number       = {4},
  pages        = {33--44},
  year         = {2014},
  url          = {https://doi.org/10.1002/bltj.21644},
  doi          = {10.1002/BLTJ.21644},
  timestamp    = {Thu, 27 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bell/AghasaryanBKN14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/trustcom/AghasaryanBKKN13,
  author       = {Armen Aghasaryan and
                  Makram Bouzid and
                  Dimitre Kostadinov and
                  Mohit Kothari and
                  Animesh Nandi},
  title        = {On the Use of {LSH} for Privacy Preserving Personalization},
  booktitle    = {12th {IEEE} International Conference on Trust, Security and Privacy
                  in Computing and Communications, TrustCom 2013 / 11th {IEEE} International
                  Symposium on Parallel and Distributed Processing with Applications,
                  {ISPA-13} / 12th {IEEE} International Conference on Ubiquitous Computing
                  and Communications, IUCC-2013, Melbourne, Australia, July 16-18, 2013},
  pages        = {362--371},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/TrustCom.2013.46},
  doi          = {10.1109/TRUSTCOM.2013.46},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/trustcom/AghasaryanBKKN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bell/MarillySABAG11,
  author       = {Emmanuel Marilly and
                  Christophe Senot and
                  Xavier Andrieu and
                  Bertrand Boidart and
                  Armen Aghasaryan and
                  Alexis Germaneau},
  title        = {Community-based applications},
  journal      = {Bell Labs Tech. J.},
  volume       = {15},
  number       = {4},
  pages        = {93--109},
  year         = {2011},
  url          = {https://doi.org/10.1002/bltj.20474},
  doi          = {10.1002/BLTJ.20474},
  timestamp    = {Thu, 27 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bell/MarillySABAG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcai/SenotKBPA11,
  author       = {Christophe Senot and
                  Dimitre Kostadinov and
                  Makram Bouzid and
                  J{\'{e}}r{\^{o}}me Picault and
                  Armen Aghasaryan},
  editor       = {Toby Walsh},
  title        = {Evaluation of Group Profiling Strategies},
  booktitle    = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
                  on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
                  2011},
  pages        = {2728--2733},
  publisher    = {{IJCAI/AAAI}},
  year         = {2011},
  url          = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-454},
  doi          = {10.5591/978-1-57735-516-8/IJCAI11-454},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/SenotKBPA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/policy/GhorbelADBKP11,
  author       = {Mahmoud Ghorbel and
                  Armen Aghasaryan and
                  Marie{-}Pascale Dupont and
                  St{\'{e}}phane Betg{\'{e}}{-}Brezetz and
                  Guy{-}Bertrand Kamga and
                  Sophie Piekarec},
  title        = {A Multi-environment Application of Privacy Data Envelopes},
  booktitle    = {{POLICY} 2011, {IEEE} International Symposium on Policies for Distributed
                  Systems and Networks, Pisa, Italy, 6-8 June 2011},
  pages        = {180--181},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/POLICY.2011.38},
  doi          = {10.1109/POLICY.2011.38},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/policy/GhorbelADBKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pst/GhorbelABDKP11,
  author       = {Mahmoud Ghorbel and
                  Armen Aghasaryan and
                  St{\'{e}}phane Betg{\'{e}}{-}Brezetz and
                  Marie{-}Pascale Dupont and
                  Guy{-}Bertrand Kamga and
                  Sophie Piekarec},
  title        = {Privacy Data Envelope: Concept and implementation},
  booktitle    = {Ninth Annual Conference on Privacy, Security and Trust, {PST} 2011,
                  19-21 July, 2011, Montreal, Qu{\'{e}}bec, Canada},
  pages        = {55--62},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/PST.2011.5971964},
  doi          = {10.1109/PST.2011.5971964},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/pst/GhorbelABDKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bell/AghasaryanKMTSBLW10,
  author       = {Armen Aghasaryan and
                  Murali S. Kodialam and
                  Sarit Mukherjee and
                  Yann Toms and
                  Christophe Senot and
                  St{\'{e}}phane Betg{\'{e}}{-}Brezetz and
                  T. V. Lakshman and
                  Limin Wang},
  title        = {Personalized application enablement by web session analysis and multisource
                  user profiling},
  journal      = {Bell Labs Tech. J.},
  volume       = {15},
  number       = {1},
  pages        = {67--76},
  year         = {2010},
  url          = {https://doi.org/10.1002/bltj.20424},
  doi          = {10.1002/BLTJ.20424},
  timestamp    = {Thu, 27 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bell/AghasaryanKMTSBLW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/SenotKBPAB10,
  author       = {Christophe Senot and
                  Dimitre Kostadinov and
                  Makram Bouzid and
                  J{\'{e}}r{\^{o}}me Picault and
                  Armen Aghasaryan and
                  C{\'{e}}dric Bernier},
  editor       = {Paul De Bra and
                  Alfred Kobsa and
                  David N. Chin},
  title        = {Analysis of Strategies for Building Group Profiles},
  booktitle    = {User Modeling, Adaptation, and Personalization, 18th International
                  Conference, {UMAP} 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6075},
  pages        = {40--51},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13470-8\_6},
  doi          = {10.1007/978-3-642-13470-8\_6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SenotKBPAB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/NaudetAMTS10,
  author       = {Yannick Naudet and
                  Armen Aghasaryan and
                  Sabrina Mignon and
                  Yann Toms and
                  Christophe Senot},
  editor       = {Manolis Wallace and
                  Ioannis Anagnostopoulos and
                  Phivos Mylonas and
                  M{\'{a}}ria Bielikov{\'{a}}},
  title        = {Ontology-Based Profiling and Recommendations for Mobile {TV}},
  booktitle    = {Semantics in Adaptive and Personalized Services: Methods, Tools and
                  Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {279},
  pages        = {23--48},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-11684-1\_3},
  doi          = {10.1007/978-3-642-11684-1\_3},
  timestamp    = {Fri, 04 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/NaudetAMTS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iiwas/AbbarBKLAB08,
  author       = {Sofiane Abbar and
                  Mokrane Bouzeghoub and
                  Dimitre Kostadinov and
                  St{\'{e}}phane Lopes and
                  Armen Aghasaryan and
                  St{\'{e}}phane Betg{\'{e}}{-}Brezetz},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil Ibrahim},
  title        = {A personalized access model: concepts and services for content delivery
                  platforms},
  booktitle    = {iiWAS'2008 - The Tenth International Conference on Information Integration
                  and Web-based Applications Services, 24-26 November 2008, Linz, Austria},
  pages        = {41--47},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1497308.1497320},
  doi          = {10.1145/1497308.1497320},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/AbbarBKLAB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lwa/AghasaryanBRG06,
  author       = {Armen Aghasaryan and
                  St{\'{e}}phane Betg{\'{e}}{-}Brezetz and
                  Guillaume Raschia and
                  Marc Gelgon},
  editor       = {Klaus{-}Dieter Althoff and
                  Martin Schaaf},
  title        = {User and Usage Profiling in a Multi-Platform Service Environment},
  booktitle    = {{LWA} 2006: Lernen - Wissensentdeckung - Adaptivit{\"{a}}t, Hildesheim,
                  Deutschland, October 9th-11th 2006, joint workshop event of several
                  interest groups of the German Society for Informatics {(GI)} - 14th
                  Workshop on Adaptivity and User Modeling in Interactive Systems {(ABIS}
                  2006) - Workshop Information Retrieval 2006 of the Special Interest
                  Group Information Retrieval {(FGIR} 2006) - Workshop on Knowledge
                  and Experience Management {(FGWM} 2006) - 12th Workshop on Knowledge
                  Discovery, Data Mining, and Machine Learning {(KDML} 2006)},
  series       = {Hildesheimer Informatik-Berichte},
  volume       = {1/2006},
  pages        = {14--16},
  publisher    = {University of Hildesheim, Institute of Computer Science},
  year         = {2006},
  url          = {http://web1.bib.uni-hildesheim.de/edocs/2007/521891329/meta/},
  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lwa/AghasaryanBRG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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