2020
Evaluating Intel 3D-Xpoint NVDIMM Persistent Memory in the context of a Key-Value Store
IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
Daniel Waddington, Clem Dickey, Luna Xu, Travis Janssen; Jantz Tran, Kshitij A. Doshi
MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC Systems
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
Jingoo Han, M. Mustafa Rafique, Luna Xu, Ali R. Butt, Seung-Hwan Lim and Sudharshan S. Vazhkudai
2019
A Workload-aware Resource Management and Scheduling System for Big Data Analysis
Ph.D., dissertation
Luna Xu
A Quantitative Study of Deep Learning Training on Heterogeneous Supercomputers
IEEE International Conference on Cluster Computing (CLUSTER)
Jingoo Han, Luna Xu, M. Mustafa Rafique, Ali R. Butt, Seung-Hwan Lim
2018
A Heterogeneity-Aware Task Scheduler for Spark
IEEE International Conference on Cluster Computing (CLUSTER)
Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Ramakrishnan Kannan
2017
Scaling up data-parallel analytics platforms: Linear algebraic operation cases
IEEE International Conference on Big Data (Big Data)
Luna Xu, Seung-Hwan Lim, Min Li, Ali Raza Butt, Ramakrishnan Kannan
2016
CHOPPER: Optimizing Data Partitioning for In-memory Data Analytics Frameworks
IEEE International Conference on Cluster Computing (CLUSTER)
Paul, Arnab Kumar and Zhuang, Wenjie and Xu, Luna and Li, Min and Rafique, M Mustafa and Butt, Ali R
Fatman vs. littleboy: scaling up linear algebraic operations in scale-out data platforms
Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems (PDSW-DISCS)
Luna Xu, Seung-Hwan Lim, Ali Raza Butt, Sreenivas R. Sukumar, Ramakrishnan Kannan
MEMTUNE: Dynamic Memory Management for In-memory Data Analytic Platforms
International Parallel and Distributed Processing Symposium (IPDPS)
Luna Xu, Min Li, Li Zhang, Ali R. Butt, Yandong Wang, Zane Zhenhua Hu
2015
FlexiMod: Flexible Coexistence Support for Programming Models
IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
Luna Xu, R. Ali, Butt
GERBIL: MPI+YARN
IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
Luna Xu, Min Li, R. Ali, Butt