Phuong Nguyen

According to our database, Phuong Nguyen authored at least 16 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach.

Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski

Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2020

Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints.

Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint.

Phuong Nguyen, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski

CoRR, 2019

MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows.

Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments.

Phuong Nguyen, Tarek Elgamal, Steven Konstanty, Todd Nicholson, Stuart Turner, Patrick Su, Klara Nahrstedt, Timothy Spila, Roy H. Campbell, John Dallesasse, Michael Chan, Kenton McHenry

Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018

Dossier: Distributed operating system and infrastructure for scientific data management

Phuong Nguyen

PhD thesis, 2018

DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources.

Tarek Elgamal, Atul Sandur, Phuong Nguyen, Klara Nahrstedt, Gul Agha

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Crowdsensing in Opportunistic Mobile Social Networks: A Context-aware and Human-centric Approach.

Phuong Nguyen, Klara Nahrstedt

CoRR, 2017

MONAD: Self-Adaptive Micro-Service Infrastructure for Heterogeneous Scientific Workflows.

Phuong Nguyen, Klara Nahrstedt

Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments.

Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas O'Brien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, Normand Paquin

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Firstfilter: A cost-sensitive approach to malicious URL detection in large-scale enterprise networks.

Long H. Vu, Phuong Nguyen, Deepak S. Turaga

IBM J. Res. Dev., 2016

Process Trace Clustering: A Heterogeneous Information Network Approach.

Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Internet of Mobile Things: Mobility-Driven Challenges, Designs and Implementations.

Klara Nahrstedt, Hongyang Li, Phuong Nguyen, Siting Chang, Long H. Vu

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Resource Management for Elastic Publish Subscribe Systems: A Performance Modeling-Based Approach.

Phuong Nguyen, Klara Nahrstedt

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Characterizing and modeling people movement from mobile phone sensing traces.

Long H. Vu, Phuong Nguyen, Klara Nahrstedt, Björn Richerzhagen

Pervasive Mob. Comput., 2015

Context-Aware Crowd-Sensing in Opportunistic Mobile Social Networks.

Phuong Nguyen, Klara Nahrstedt

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015