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04/20/2023
A Large-scale Examination of "Socioeconomic" Fairness in Mobile Networks
Internet access is a special resource of which needs has become universa...
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04/13/2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
Autonomous driving services rely heavily on sensors such as cameras, LiD...
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02/26/2023
P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups
Distributed (or Federated) learning enables users to train machine learn...
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01/31/2023
Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning
Many real-time applications (e.g., Augmented/Virtual Reality, cognitive ...
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06/22/2022
FLaaS: Enabling Practical Federated Learning on Mobile Environments
Federated Learning (FL) has recently emerged as a popular solution to di...
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06/10/2022
Hierarchical Federated Learning with Privacy
Federated learning (FL), where data remains at the federated clients, an...
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05/27/2022
Network Digital Twin: Context, Enabling Technologies and Opportunities
The proliferation of emergent network applications (e.g., telesurgery, m...
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01/04/2022
Digital Twin Network: Opportunities and Challenges
The proliferation of emergent network applications (e.g., AR/VR, telesur...
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07/08/2021
Serverless Computing: A Security Perspective
Serverless Computing is a virtualisation-related paradigm that promises ...
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05/08/2021
360NorVic: 360-Degree Video Classification from Mobile Encrypted Video Traffic
Streaming 360 video demands high bandwidth and low latency, and poses si...
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04/29/2021
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments
We propose and implement a Privacy-preserving Federated Learning (PPFL) ...
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12/14/2020
Back in control – An extensible middle-box on your phone
The closed design of mobile devices – with the increased security and co...
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11/18/2020
FLaaS: Federated Learning as a Service
Federated Learning (FL) is emerging as a promising technology to build m...
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10/06/2020
A Characterization of the COVID-19 Pandemic Impact on a Mobile Network Operator Traffic
During early 2020, the SARS-CoV-2 virus rapidly spread worldwide, forcin...
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07/27/2020
A first look at the IP eXchange Ecosystem
The IPX Network interconnects about 800 Mobile Network Operators (MNOs) ...
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07/27/2020
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity
Support for things roaming internationally has become critical for Inter...
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07/27/2020
DICE: Dynamic Interconnections for the Cellular Ecosystem
To enable roaming of users, the cellular ecosystem integrates many entit...
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04/28/2020
A Retrospective Analysis of User Exposure to (Illicit) Cryptocurrency Mining on the Web
In late 2017, a sudden proliferation of malicious JavaScript was reporte...
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06/18/2019
Generalizing Critical Path Analysis on Mobile Traffic
Critical Path Analysis (CPA) studies the delivery of webpages to identif...
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09/06/2018
Efficient Loop Detection in Forwarding Networks and Representing Atoms in a Field of Sets
The problem of detecting loops in a forwarding network is known to be NP...
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11/14/2017