Welcome! I am an engineer passionate about many things like machine learning, scalability, k8s etc. I work at a data science engineering team in Microsoft and I write about those topics. Hope you enjoy the readings.
My Favorite Topics
Machine learning, scalability, k8s, data visualization.
Recent Publications
P. Li, X. Chai, F. Campbell, J. Liao, N. Aburu, M. Kang, I. Niculescu, G. Brake, S. Patel, J. Dooley, and B. Paddock. Evolving Software to be ML-Driven Utilizing Real-World A/B Testing: Experiences, Insights, Challenges. ICSE, 2021. to appear (PDF)
P. Li, X. Chai, D. Wadsworth, J. Liao, and B. Paddock. Empirical Evaluation of Federated Learning with Local Privacy for Real-World Application, IEEE Big Data, 2020, to appear. (PDF)
Y. Yao, S. Xiong, J. Liao, M. Berry, H. Qi, and Q. Cao. Identifying Frequent Flows in Large Datasets through Probabilistic Bloom Filters, IEEE/ACM IWQoS, 2015, to appear. (PDF)
J. Liao, Z. Wang, Q. Cao, and H. Qi. Smart Diary: A Smartphone-based Framework for Inference and Prediction of Users, IEEE Sensors Journal, 2014, accepted. (PDF)
Z. Wang, J. Liao, Q. Cao, H. Qi and Z. Wang. Friendbook: A Semantic-based Friend Recommendation System for Social Networks. IEEE Transactions on Mobile Computing, 2014. (PDF)
X. Ma, J. Liao, S. Djouadi, and Q. Cao. LIPS: Link Prediction as a Service for Data Aggregation Applications. Journal of Ad Hoc Networks (Elsevier), 2014. (PDF)
J. Liao. A Privacy-Aware Distributed Storage and Replication Middleware for Heterogeneous Computing Platform. Master’s Thesis, University of Tennessee, 2013. (PDF)
Z. Wang, J. Liao, Q. Cao, H. Qi, and Z. Wang. Achieving k-barrier Coverage in Hybrid Directional Sensor Networks. IEEE Transactions on Mobile Computing (TMC), 2013. (PDF).
J. Liao, K. Lu, Q. Cao. Uno: A Privacy-Aware Distributed Storage and Replication Middleware for Heterogeneous Computing Platforms, IEEE MASS, 2013. (PDF)
Z. Wang, J. Liao, Q. Cao, H. Qi, Z. Wang. Barrier Coverage in Hybrid Directional Sensor Networks, IEEE MASS, 2013. (PDF)
J. Liao, Z. Wang, Q. Cao, and H. Qi. Smart Diary: the Narrative of Your Daily Life. NSF 2012 Southeastern Workshop on Cognitive Sensing, Computing and Networking and Their Applications in Human-Cyber-Physical Systems. Tuscaloosa, Alabama. August 15, 2012. (PDF)
J. Liao, Q. Cao. Demo Abstract: Uno - A Sharing Infrastructure for Semartphone Sensors and Files. ACM SenSys, 2011. (PDF)
Academic Services
- Reviewer, IEEE Sensors, 2014
- Reviewer, IEEE Ineternational Conference on Computer Communications, 2014
- Reviewer, International Conference on Wireless Sensor Networks for Developing Contries, 2013
- Reviewer, IEEE Journal of Communications and Networks, 2013
- Reviewer, IEEE International Conference on Mobile Ad hoc and Sensor Systems, 2012
- Reviewer, IEEE International Conference on Mobile Ad-hoc and Sensor Networks, 2011