research
∙
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...
share
research
∙
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...
research
∙
02/26/2023
P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups
Distributed (or Federated) learning enables users to train machine learn...
research
∙
01/31/2023
Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning
Many real-time applications (e.g., Augmented/Virtual Reality, cognitive ...
research
∙
06/22/2022
FLaaS: Enabling Practical Federated Learning on Mobile Environments
Federated Learning (FL) has recently emerged as a popular solution to di...
research
∙
06/10/2022
Hierarchical Federated Learning with Privacy
Federated learning (FL), where data remains at the federated clients, an...
research
∙
05/27/2022
Network Digital Twin: Context, Enabling Technologies and Opportunities
The proliferation of emergent network applications (e.g., telesurgery, m...
research
∙
01/04/2022
Digital Twin Network: Opportunities and Challenges
The proliferation of emergent network applications (e.g., AR/VR, telesur...
research
∙
07/08/2021
Serverless Computing: A Security Perspective
Serverless Computing is a virtualisation-related paradigm that promises ...
research
∙
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...
research
∙
04/29/2021
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments
We propose and implement a Privacy-preserving Federated Learning (PPFL) ...
research
∙
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...
research
∙
11/18/2020
FLaaS: Federated Learning as a Service
Federated Learning (FL) is emerging as a promising technology to build m...
research
∙
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...
research
∙
07/27/2020
A first look at the IP eXchange Ecosystem
The IPX Network interconnects about 800 Mobile Network Operators (MNOs) ...
research
∙
07/27/2020
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity
Support for things roaming internationally has become critical for Inter...
research
∙
07/27/2020
DICE: Dynamic Interconnections for the Cellular Ecosystem
To enable roaming of users, the cellular ecosystem integrates many entit...
research
∙
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...
research
∙
06/18/2019
Generalizing Critical Path Analysis on Mobile Traffic
Critical Path Analysis (CPA) studies the delivery of webpages to identif...
research
∙
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...
research
∙
11/14/2017
