Jialin Liu

30 papers A* 1A 3B 3C 2Misc 1Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2021 J jnl
An empirical study of I/O separation for burst buffers in HPC systems.
J. Parallel Distributed Comput.
Donghun Koo, Jaehwan Lee, Jialin Liu, Eun-Kyu Byun, Jae-Hyuck Kwak, Glenn K. Lockwood, Soonwook Hwang, Katie Antypas, Kesheng Wu, Hyeonsang Eom
2020 B conf
Reflector: a fine-grained I/O tracker for HPC systems.
PPoPP
Abdullah Al-Mamun, Jialin Liu, Tonglin Li, Quincey Koziol, Zhongyi Zhai, Junyan Qian, Haoting Shen, Dongfang Zhao
2020 J jnl
Segmented In-Advance Data Analytics for Fast Scientific Discovery.
IEEE Trans. Cloud Comput.
Jialin Liu, Yong Chen
2019 J jnl
CARS: A contention-aware scheduler for efficient resource management of HPC storage systems.
Parallel Comput.
Weihao Liang, Yong Chen, Jialin Liu, Hong An
2019 A* conf
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model.
NeurIPS
Atilim Gunes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Saeid Naderiparizi, Andreas Munk, Jialin Liu, Bradley Gram-Hansen, Gilles Louppe, Lawrence Meadows, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood
2019 J jnl
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale.
CoRR
Atilim Günes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood
2019 A conf
Etalumis: bringing probabilistic programming to scientific simulators at scale.
SC
Atilim Günes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood
2019 Misc conf
Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications.
HiPC
Houjun Tang, Suren Byna, Stephen Bailey, Zarija Lukic, Jialin Liu, Quincey Koziol, Bin Dong
2018 — conf
Contention-Aware Resource Scheduling for Burst Buffer Systems.
ICPP Workshops
Weihao Liang, Yong Chen, Jialin Liu, Hong An
2018 — conf
DVM: Scaling Out Virtual Memory in Userspace.
ICPP Workshops
Abdullah Al-Mamun, Ke Wang, Jialin Liu, Dongfang Zhao
2018 — conf
Evaluation of HPC Application I/O on Object Storage Systems.
PDSW-DISCS@SC
Jialin Liu, Quincey Koziol, Gregory F. Butler, Neil Fortner, Mohamad Chaarawi, Houjun Tang, Suren Byna, Glenn K. Lockwood, Ravi Cheema, Kristy A. Kallback-Rose, Damian Hazen, Prabhat
2018 B conf
Toward Scalable and Asynchronous Object-Centric Data Management for HPC.
CCGrid
Houjun Tang, Suren Byna, Francois Tessier, Teng Wang, Bin Dong, Jingqing Mu, Quincey Koziol, Jérome Soumagne, Venkatram Vishwanath, Jialin Liu, Richard Warren
2017 A conf
ArrayUDF: User-Defined Scientific Data Analysis on Arrays.
HPDC
Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu
2017 C conf
SoMeta: Scalable Object-Centric Metadata Management for High Performance Computing.
CLUSTER
Houjun Tang, Suren Byna, Bin Dong, Jialin Liu, Quincey Koziol
2016 J jnl
Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies.
CoRR
Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat
2016 — conf
Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies.
IEEE BigData
Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat
2016 A conf
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures.
IPDPS
Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
2016 J jnl
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures.
CoRR
Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski, Evan Racah, Surendra Byna, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey
2015 — conf
Collective Computing for Scientific Big Data Analysis.
ICPP Workshops
Jialin Liu, Yong Chen, Surendra Byna
2015 J jnl
Collective input/output under memory constraints.
Int. J. High Perform. Comput. Appl.
Yin Lu, Yong Chen, Yu Zhuang, Jialin Liu, Rajeev Thakur
2015 J jnl
Hierarchical Collective I/O Scheduling for High-Performance Computing.
Big Data Res.
Jialin Liu, Yu Zhuang, Yong Chen
2014 — conf
In-advance data analytics for reducing time to discovery.
IEEE BigData
Jialin Liu, Yin Lu, Yong Chen
2014 — conf
Model-Driven Data Layout Selection for Improving Read Performance.
IPDPS Workshops
Jialin Liu, Surendra Byna, Bin Dong, Kesheng Wu, Yong Chen
2014 — conf
Using Working Set Reorganization to Manage Storage Systems with Hard and Solid State Disks.
ICPP Workshops
Junjie Chen, Jialin Liu, Philip C. Roth, Yong Chen
2013 C conf
Fast data analysis with integrated statistical metadata in scientific datasets.
CLUSTER
Jialin Liu, Yong Chen
2013 B conf
Hierarchical I/O Scheduling for Collective I/O.
CCGRID
Jialin Liu, Yong Chen, Yi Zhuang
2013 — conf
Locality-driven high-level I/O aggregation for processing scientific datasets.
IEEE BigData
Jialin Liu, Bradly Crysler, Yin Lu, Yong Chen
2013 — conf
Segmented analysis for reducing data movement.
IEEE BigData
Jialin Liu, Surendra Byna, Yong Chen
2012 — conf
Fast Data Analysis with Integrated Statistical Metadata in Scientific Datasets.
ICPP Workshops
Jialin Liu, Yong Chen
2012 — conf
Improving Data Analysis Performance for High-Performance Computing with Integrating Statistical Metadata in Scientific Datasets.
SC Companion
Jialin Liu, Yong Chen