Towards mobility reports with user-level privacy
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Location Based Services"
DOI: 10.1080/17489725.2022.2148008
Abstract: ABSTRACT The importance of human mobility analyses is growing in both research and practice, especially as applications for urban planning and mobility rely on them. Aggregate statistics and visualizations play an essential role as building… read more here.
Keywords: reports user; mobility reports; towards mobility; mobility ... See more keywords
iFetcher: User-Level Prefetching Framework With File-System Event Monitoring for Linux
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2864820
Abstract: Applications face additional latency when they launch or access a disk to load data into the memory. In this paper, a user-level disk prefetching framework, called iFetcher, is introduced to hide this delay in Linux-based… read more here.
Keywords: prefetching framework; linux; level; file system ... See more keywords
Analyzing User-Level Privacy Attack Against Federated Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2020.3000372
Abstract: Federated learning has emerged as an advanced privacy-preserving learning technique for mobile edge computing, where the model is trained in a decentralized manner by the clients, preventing the server from directly accessing those private data… read more here.
Keywords: federated learning; level privacy; user level; client ... See more keywords
Process Knowledge-Infused AI: Toward User-Level Explainability, Interpretability, and Safety
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet Computing"
DOI: 10.1109/mic.2022.3182349
Abstract: AI has seen wide adoption for automating tasks in several domains. However, AI's use in high-value, sensitive, or safety-critical applications such as self-management for personalized health or personalized nutrition has been challenging. These require that… read more here.
Keywords: safety; level explainability; user level; knowledge ... See more keywords
Efficient Job Offloading in Heterogeneous Systems Through Hardware-Assisted Packet-Based Dispatching and User-Level Runtime Infrastructure
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2019.2907912
Abstract: Emerging heterogeneous systems architectures increasingly integrate general-purpose processors, GPUs, and other specialized computational units to provide both power and performance benefits. While the motivations for developing systems with accelerators are clear, it is important to… read more here.
Keywords: heterogeneous systems; user level; infrastructure; packet ... See more keywords