People


Sara Ayoubi

Sara Ayoubi
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0  Nokia Bell Labs4C36 flexiNoneAssociate members of the LINCS

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Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic,
Francesco Bronzino, Paul Schmitt, Sara Ayoubi , Hyojoon Kim, Renata Teixeira , Nick Feamster,
Proceedings of the ACM on Measurement and Analysis of Computing Systems 2022
Breaking Service Function Chains with Khaleesi,
Sara Ayoubi , Shihabur Rahman Chowdhury, Raouf Boutaba,
Networking 2018
MULE: Multi-layer virtual network embedding,
Shihabur Rahman Chowdhury, Sara Ayoubi, Reaz Ahmed, Nashid Shahriar, Raouf Boutaba, Jeebak Mitra, Liu Liu,
CNSM 2017
Energy-Aware Placement and Scheduling of Network Traffic Flows with Deadlines on Virtual Network Functions,
Nicolas El Khoury, Sara Ayoubi, Chadi Assi,
CloudNet 2016
Protection plan design for cloud tenants with bandwidth guarantees,
Hyame Assem Alameddine, Sara Ayoubi, Chadi Assi,
DRCN 2016
Surviving link failures in multicast VN embedded applications,
Abdulaziz Ghaleb, Tarek Khalifa, Sara Ayoubi, Khaled Bashir Shaban,
NOMS 2016
Offering Resilient and Bandwidth Guaranteed Services in Multi-tenant Cloud Networks: Harnessing the Sharing Opportunities,
Hyame Assem Alameddine, Sara Ayoubi, Chadi Assi,
ITC 2016
Multicast Tree Repair and Maintenance in the Cloud,
Sara Ayoubi, Yiheng Chen, Chadi Assi, Tarek Khalifa, Khaled Bashir Shaban,
CLOUD 2015
RAS: Reliable auto-scaling of virtual machines in multi-tenant cloud networks,
Sara Ayoubi, Yanhong Zhang, Chadi Assi,
CloudNet 2015
Multicast Virtual Network Embedding in Cloud Data Centers with Delay Constraints,
Sara Ayoubi, Khaled Shaban, Chadi Assi,
IEEE CLOUD 2014
CORNER: COst-Efficient and Reliability-Aware Virtual NEtwork Redesign and Embedding,
Yiheng Chen, Sara Ayoubi, Chadi Assi,
CloudNet 2014
Traffic engineering in cloud data centers: A column generation approach,
Sara Ayoubi, Samir Sebbah, Khaled Shaban, Chadi Assi,
NOMS 2014
Pro-Red: Prognostic redesign of survivable virtual networks for cloud data centers,
Sara Ayoubi, Yiheng Chen, Chadi Assi,
ITC 2014
Toward Systematic Integration of Security Policies into Web Services,
Azzam Mourad, Hadi Otrok, Sara Ayoubi,
EISIC 2011
New approach for the dynamic enforcement of Web services security,
Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok,
PST 2010

Journal articles

NemFi: record-and-replay to emulate WiFi,
Abhishek Kumar Mishra , Sara Ayoubi , Giulio Grassi, Renata Teixeira ,
Comput. Commun. Rev. 2021
Guest Editors' Introduction: Special Section on Design and Management of Reliable Communication Networks,
Massimo Tornatore, Teresa Gomes, Carmen Mas Machuca, Sara Ayoubi , Eiji Oki, Chadi Assi,
IEEE Trans. Netw. Serv. Manag. 2021
Inferring Streaming Video Quality from Encrypted Traffic: Practical Models and Deployment Experience,
Francesco Bronzino , Paul Schmitt, Sara Ayoubi , Guilherme Martins, Renata Teixeira , Nick Feamster,
Proceedings of the ACM on Measurement and Analysis of Computing Systems 2020
Dynamic Task Offloading and Scheduling for Low-Latency IoT Services in Multi-Access Edge Computing,
Hyame Assem Alameddine, Sanaa Sharafeddine, Samir Sebbah, Sara Ayoubi , Chadi Assi,
IEEE J. Sel. Areas Commun. 2019
A Logic-Based Benders Decomposition Approach for the VNF Assignment Problem,
Sara Ayoubi , Samir Sebbah, Chadi Assi,
IEEE Trans. Cloud Comput. 2019
Energy-Aware Mapping and Scheduling of Network Flows With Deadlines on VNFs,
Chadi Assi, Sara Ayoubi , Nicolas El Khoury, Long Qu,
IEEE Trans. Green Commun. Netw. 2019
Machine Learning for Cognitive Network Management,
Sara Ayoubi , Noura Limam, Mohammad Salahuddin, Nashid Shahriar, Raouf Boutaba, Felipe Estrada Solano, Oscar Mauricio Caicedo Rendón,
IEEE Commun. Mag. 2018
A comprehensive survey on machine learning for networking: evolution, applications and research opportunities,
Raouf Boutaba, Mohammad Salahuddin, Noura Limam, Sara Ayoubi , Nashid Shahriar, Felipe Estrada Solano, Oscar Mauricio Caicedo Rendón,
J. Internet Serv. Appl. 2018
Multi-Layer Virtual Network Embedding,
Shihabur Rahman Chowdhury, Sara Ayoubi , Reaz Ahmed, Nashid Shahriar, Raouf Boutaba, Jeebak Mitra, Liu Liu,
IEEE Trans. Netw. Serv. Manag. 2018
Restoration methods for cloud multicast virtual networks,
Sara Ayoubi, Chadi Assi, Yiheng Chen, Tarek Khalifa, Khaled Bashir Shaban,
J. Netw. Comput. Appl. 2017
An Efficient Survivable Design With Bandwidth Guarantees for Multi-Tenant Cloud Networks,
Hyame Assem Alameddine, Sara Ayoubi, Chadi Assi,
IEEE Trans. Netw. Serv. Manag. 2017
Optimal Polynomial Time Algorithm for Restoring Multicast Cloud Services,
Sara Ayoubi, Chadi Assi, Lata Narayanan, Khaled Shaban,
IEEE Commun. Lett. 2016
A Reliable Embedding Framework for Elastic Virtualized Services in the Cloud,
Sara Ayoubi, Yanhong Zhang, Chadi Assi,
IEEE Trans. Netw. Serv. Manag. 2016
Surviving Multiple Failures in Multicast Virtual Networks With Virtual Machines Migration,
Abdulaziz Ghaleb, Tarek Khalifa, Sara Ayoubi, Khaled Bashir Shaban, Chadi Assi,
IEEE Trans. Netw. Serv. Manag. 2016
Towards Promoting Backup-Sharing in Survivable Virtual Network Design,
Sara Ayoubi, Yiheng Chen, Chadi Assi,
IEEE/ACM Trans. Netw. 2016
MINTED: Multicast VIrtual NeTwork Embedding in Cloud Data Centers With Delay Constraints,
Sara Ayoubi, Chadi Assi, Khaled Shaban, Lata Narayanan,
IEEE Trans. Commun. 2015
Towards Scalable Traffic Management in Cloud Data Centers,
Chadi Assi, Sara Ayoubi, Samir Sebbah, Khaled Shaban,
IEEE Trans. Commun. 2014
New XACML-AspectBPEL approach for composite web services security,
Sara Ayoubi, Azzam Mourad, Hadi Otrok, Ahmad Shahin,
Int. J. Web Grid Serv. 2013
A novel aspect-oriented BPEL framework for the dynamic enforcement of web services security,
Azzam Mourad, Sara Ayoubi, Hamdi Yahyaoui, Hadi Otrok,
Int. J. Web Grid Serv. 2012

Misc

Traffic Refinery: Cost-Aware Traffic Representation for Machine Learning in Networks,
Francesco Bronzino, Paul Schmitt, Sara Ayoubi , Hyojoon Kim, Renata Teixeira , Nick Feamster,
2021
The Challenges of Trace-Driven Wi-Fi Emulation,
Mohammad Imran Syed, Renata Teixeira , Sara Ayoubi , Giulio Grassi ,
CoRR 2020
Beyond Accuracy: Cost-Aware Data Representation Exploration for Network Traffic Model Performance,
Francesco Bronzino , Paul Schmitt, Sara Ayoubi , Hyojoon Kim, Renata Teixeira , Nick Feamster,
CoRR 2020
The Challenges of Trace-Driven Wi-Fi Emulation Les défis de l'émulation Wi-Fi à base des traces,
Mohammad Imran Syed, Renata Teixeira , Sara Ayoubi , Giulio Grassi ,
2019
Lightweight, General Inference of Streaming Video Quality from Encrypted Traffic,
Francesco Bronzino , Paul Schmitt, Sara Ayoubi , Nick Feamster, Renata Teixeira , Sarah Wassermann , Srikanth Sundaresan,
CoRR 2019