MOBICOM

5G cellular networks support a wide variety of applications with different Service Level Objectives (SLOs) over a shared infrastructure using virtualization. Virtualization enables network operators to allocate a tailored set of computational resources ...

Live 360° video can provide users with an immersive viewing and interactive experience, and end-to-end live delay is an important metric in quality of experience (QoE). The low latency and high bandwidth nature makes 5G become promising to deliver huge ...

The vulnerability of smartphones to cyber attacks has been a serious concern for users emerging from the integrity of installed mobile applications (apps). These applications are fundamentally developed to provide legitimate and diversified on-the-go ...

Federated Learning (FL) is an efficient distributed machine learning paradigm that employs private datasets in a privacy-preserving manner. The main challenges of FL are that end devices usually possess various computation and communication capabilities ...

This work presents μCity, an environment to design, develop, deploy, and test autonomous vehicles (AVs) within a laboratory setting using miniaturized vehicles, as well as corresponding road and traffic infrastructure. μCity uses a controlled indoor ...

Federated Learning is a growing advanced collaborative machine learning framework that aims to preserve user-privacy data. However, multiple researchers have investigated attack methods from the server side via gradient inversion techniques or ...

Edge-cloud video analytics systems capture video streams by edge cameras and send the video streams to the cloud for analytics to support applications like video surveillance, VR/AR, autonomous driving, etc. Video streams captured at the edge may ...

As the deep learning models keep growing larger, it becomes more difficult to carry out highly accurate inference on mobile and Internet of things (IoT) devices with acceptable latency. By using edge computing, a popular approach to reducing inference ...

Indoor localization using mobile sensing platforms has become a ubiquitous service that enables various smart building and health-care related applications. As wearable device becomes an important player in the mobile market, an indoor localization ...

Supporting time-sensitive (TS) communication in a radio spectrum shared with broadband (BB) data is challenging, especially in the unlicensed spectrum. A traditional Multi-Technology Access Point (MTAP) equipped with two different radio interfaces, ...