Sotabase

Career

· PhD Student, University of Cambridge, Computer Laboratory2023–
· Researcher, University of Cambridge, Department of Applied Mathematics and Theoretical Physics2020–2023

Publications (16)

Personal Data Management with the Databox: What's Inside the Box?
CAN@CoNEXT · 2016
83
cited
Building accountability into the Internet of Things: the IoT Databox model
Journal of Reliable Intelligent Environments · 2018
75
cited
Privacy-Preserving Machine Learning Based Data Analytics on Edge Devices
AAAI/ACM Conference on AI, Ethics, and Society · 2018
49
cited
Privacy-Preserving Personal Model Training
International Conference on Internet-of-Things Design and Implementation · 2017
25
cited
Personal Model Training under Privacy Constraints
arXiv.org · 2017
23
cited
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge
IEEE Transactions on Services Computing · 2021
19
cited
Data Analytics Service Composition and Deployment on Edge Devices
Big-DAMA@SIGCOMM · 2018
12
cited
Data Analytics Service Composition and Deployment on IoT Devices
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services · 2018
7
cited
OCaml Scientific Computing: Functional Programming in Data Science and Artificial Intelligence
Undergraduate Topics in Computer Science · 2022
4
cited
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml
2023
3
cited
Strategic Blueprint for Enterprise Analytics: Integrating Advanced Analytics into Data-Driven Business
Studies in Big Data · 2024
3
cited
Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2023
1
cited
Towards Security in Distributed Home System
2017
1
cited
User-centric Composable Services: A New Generation of Personal Data Analytics
arXiv.org · 2017
1
cited
accountability into the Internet of Things: the IoT Databox model. Journal of Reliable Intelligent Environments
2018
Service Composition and Deployment on Edge Devices
2018
Sotabase
Jianxin Zhao | Researcher Profile | Sotabase | Sotabase