Luna Xu

According to our database, Luna Xu authored at least 12 papers between 2015 and 2022.

Collaborative distances:

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

2022

Global Optimization of Data Pipelines in Heterogeneous Cloud Environments.

Erica Lin, Luna Xu, Suraj Bramhavar, Marco Montes de Oca, Sean Gorsky, Lingyun Yi, Arianna Groetsema, Jeffrey Chou

CoRR, 2022

2021

A High-Performance Persistent Memory Key-Value Store with Near-Memory Compute.

Daniel G. Waddington, Clem Dickey, Luna Xu, Moshik Hershcovitch, Sangeetha Seshadri

CoRR, 2021

2020

Evaluating Intel 3D-Xpoint NVDIMM Persistent Memory in the Context of a Key-Value Store.

Daniel G. Waddington, Clem Dickey, Luna Xu, Travis Janssen, Jantz Tran, Kshitij A. Doshi

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC Systems.

Jingoo Han, M. Mustafa Rafique, Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Sudharshan S. Vazhkudai

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

A Quantitative Study of Deep Learning Training on Heterogeneous Supercomputers.

Jingoo Han, Luna Xu, M. Mustafa Rafique, Ali Raza Butt, Seung-Hwan Lim

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

A Heterogeneity-Aware Task Scheduler for Spark.

Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Ramakrishnan Kannan

Proceedings of the IEEE International Conference on Cluster Computing, 2018

2017

Scaling up data-parallel analytics platforms: Linear algebraic operation cases.

Luna Xu, Seung-Hwan Lim, Min Li, Ali Raza Butt, Ramakrishnan Kannan

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

FatMan vs. LittleBoy: Scaling Up Linear Algebraic Operations in Scale-Out Data Platforms.

Luna Xu, Seung-Hwan Lim, Ali Raza Butt, Sreenivas R. Sukumar, Ramakrishnan Kannan

Proceedings of the 1st Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems, 2016

MEMTUNE: Dynamic Memory Management for In-Memory Data Analytic Platforms.

Luna Xu, Min Li, Li Zhang, Ali Raza Butt, Yandong Wang, Zane Zhenhua Hu

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

CHOPPER: Optimizing Data Partitioning for In-memory Data Analytics Frameworks.

Arnab Kumar Paul, Wenjie Zhuang, Luna Xu, Min Li, M. Mustafa Rafique, Ali Raza Butt

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

GERBIL: MPI+YARN.

Luna Xu, Min Li, Ali Raza Butt

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

FlexiMod: Flexible Coexistence Support for Programming Models.

Luna Xu, Ali Raza Butt

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015