Tran Ngoc Minh

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Relational Data

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
Automated Data Science for Relational Data. ICDE (2021)
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
IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR (2020)
Hoang Thanh Lam, Tran Ngoc Minh, Mathieu Sinn, Beat Buesser, Martin Wistuba
Learning Features For Relational Data. CoRR (2018)
Maria-Irina Nicolae, Mathieu Sinn, Tran Ngoc Minh, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Ian M. Molloy, Benjamin Edwards
Adversarial Robustness Toolbox v0.2.2. CoRR (2018)
Tran Ngoc Minh, Mathieu Sinn, Hoang Thanh Lam, Martin Wistuba
Automated Image Data Preprocessing with Deep Reinforcement Learning. CoRR (2018)
Tran Ngoc Minh, Thoai Nam, Dick H. J. Epema
Parallel Workload Modeling with Realistic Characteristics. IEEE Trans. Parallel Distributed Syst. 25 (8) (2014)
Tran Ngoc Minh, Guillaume Pierre
Failure Analysis and Modeling in Large Multi-site Infrastructures. DAIS (2013)
Tran Ngoc Minh, Lex Wolters
Model-Driven Simulation to Evaluate Performance Impact of Workload Features on Parallel Systems. CLUSTER (2011)
Tran Ngoc Minh, Lex Wolters
Towards a profound analysis of bags-of-tasks in parallel systems and their performance impact. HPDC (2011)
Tran Ngoc Minh, Lex Wolters, Dick H. J. Epema
A Realistic Integrated Model of Parallel System Workloads. CCGRID (2010)
Tran Ngoc Minh, Lex Wolters
Using Historical Data to Predict Application Runtimes on Backfilling Parallel Systems. PDP (2010)
Tran Ngoc Minh, Lex Wolters
Modeling Parallel System Workloads with Temporal Locality. JSSPP (2009)
Tran Ngoc Minh, Lex Wolters
Modeling Job Arrival Process with Long Range Dependence and Burstiness Characteristics. CCGRID (2009)