Tran Ngoc Minh

According to our database, Tran Ngoc Minh authored at least 13 papers between 2009 and 2021.

Collaborative distances:

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

2021

Automated Data Science for Relational Data.

Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

IBM Federated Learning: an Enterprise Framework White Paper V0.1.

Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay

CoRR, 2020

2018

Adversarial Robustness Toolbox v0.2.2.

Maria-Irina Nicolae, Mathieu Sinn, Tran Ngoc Minh, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Ian M. Molloy, Benjamin Edwards

CoRR, 2018

Automated Image Data Preprocessing with Deep Reinforcement Learning.

Tran Ngoc Minh, Mathieu Sinn, Hoang Thanh Lam, Martin Wistuba

CoRR, 2018

Learning Features For Relational Data.

Hoang Thanh Lam, Tran Ngoc Minh, Mathieu Sinn, Beat Buesser, Martin Wistuba

CoRR, 2018

2014

Parallel Workload Modeling with Realistic Characteristics.

Tran Ngoc Minh, Thoai Nam, Dick H. J. Epema

IEEE Trans. Parallel Distributed Syst., 2014

2013

Failure Analysis and Modeling in Large Multi-site Infrastructures.

Tran Ngoc Minh, Guillaume Pierre

Proceedings of the Distributed Applications and Interoperable Systems, 2013

2011

Towards a profound analysis of bags-of-tasks in parallel systems and their performance impact.

Tran Ngoc Minh, Lex Wolters

Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

Model-Driven Simulation to Evaluate Performance Impact of Workload Features on Parallel Systems.

Tran Ngoc Minh, Lex Wolters

Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010

Using Historical Data to Predict Application Runtimes on Backfilling Parallel Systems.

Tran Ngoc Minh, Lex Wolters

Proceedings of the 18th Euromicro Conference on Parallel, 2010

A Realistic Integrated Model of Parallel System Workloads.

Tran Ngoc Minh, Lex Wolters, Dick H. J. Epema

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009

Modeling Parallel System Workloads with Temporal Locality.

Tran Ngoc Minh, Lex Wolters

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2009

Modeling Job Arrival Process with Long Range Dependence and Burstiness Characteristics.

Tran Ngoc Minh, Lex Wolters

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009