Publications

2021

  1. "Papaya: Practical, Private, and Scalable Federated Learning",
    Dzmitry Huba, et al., arXiv

  2. "Opacus: User-Friendly Differential Privacy Library in PyTorch",
    Ashkan Yousefpour, et al., PriML - NeurIPS

  3. "Federated Learning with Buffered Asynchronous Aggregation",
    John Nguyen, et al., FL - ICML

2020

  1. "ResiliNet: Failure-Resilient Inference in Distributed Neural Networks",
    Ashkan Yousefpour, et al., FL - ICML

2019

  1. "Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud",
    Ashkan Yousefpour, et al., ACM AIChallengeIoT

  2. "All One Needs to Know about Fog Computing and Related Edge Computing Paradigms: A Complete Survey",
    Ashkan Yousefpour, et al., Elsevier Journal of System Architecture

  3. "FogPlan: A Lightweight QoS-aware Dynamic Fog Service Provisioning Framework",
    Ashkan Yousefpour, et al., IEEE Internet of Things Journal

2018

  1. "Finding Survivable Routes in Multi-domain Optical Networks with Geographically Correlated Failures",
    Riti Gour, et al., IEEE/OSA Journal of Optical Communications and Networking

  2. "On Reducing IoT Service Delay via Fog Offloading",
    Ashkan Yousefpour, et al., IEEE Internet of Things Journal

2017

  1. "Cluster Leader Election Problem for Distributed Controller Placement in SDN",
    Genya Ishigaki, et al., IEEE GLOBECOM

  2. "Survivable Routing in Multi-domain Optical Networks with Geographically Correlated Failures",
    Riti Gour, et al., IEEE GLOBECOM

  3. "Fog Computing: Towards Minimizing Delay in the Internet of Things",
    Ashkan Yousefpour, et al., IEEE EDGE

2016

  1. "Dynamic time and spectrum fragmentation-aware service provisioning in elastic optical networks with multi-path routing",
    Ruijie Zhu, et al., Optical Fiber Technology Journal

  2. "Multi-path Fragmentation-aware Advance Reservation Provisioning in Elastic Optical Networks",
    Ruijie Zhu, et al., IEEE GLOBECOM

  3. "A Privacy Scheme for Monitoring Devices in the Internet of Things",
    Zygmunt J. Haas,
    Ashkan Yousefpour (authors in alphabetical order), EAI FABULOUS 2016

Dissertations

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