Rong Ge

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 29

Top Topics

Big Data Analytics

Gpu Accelerated

Tensor Decomposition

Top Venues

Publications

Tyler N. Allen, Bennett Cooper, Rong Ge
Fine-grain Quantitative Analysis of Demand Paging in Unified Virtual Memory. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Bennett Cooper, Thomas R. W. Scogland, Rong Ge
Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications. CoRR (2024)
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall, Rong Ge, Prasanna Balaprakash
Transfer-Learning-Based Autotuning Using Gaussian Copula. CoRR (2024)
Bennett Cooper, Thomas R. W. Scogland, Rong Ge
Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications. ICS (2024)
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall, Rong Ge, Prasanna Balaprakash
Transfer-learning-based Autotuning using Gaussian Copula. ICS (2023)
Zheng Miao, Jon C. Calhoun, Rong Ge, Jiajia Li
Performance Implication of Tensor Irregularity and Optimization for Distributed Tensor Decomposition. ACM Trans. Parallel Comput. 10 (2) (2023)
Thomas Randall, Tyler N. Allen, Rong Ge
FULL-W2V: Fully Exploiting Data Reuse for W2V on GPU-Accelerated Systems. CoRR (2023)
Rong Ge, Xizhou Feng, Pengfei Zou, Tyler N. Allen
The Paradigm of Power Bounded High-Performance Computing. J. Comput. Sci. Technol. 38 (1) (2023)
Zheng Miao, Jiajia Li, Jon C. Calhoun, Rong Ge
BALA-CPD: BALanced and Asynchronous Distributed Tensor Decomposition. CLUSTER (2022)
Tyler Allen, Rong Ge
In-depth analyses of unified virtual memory system for GPU accelerated computing. SC (2021)
Rong Ge, Xizhou Feng, Tyler Allen, Pengfei Zou
The Case for Cross-Component Power Coordination on Power Bounded Systems. IEEE Trans. Parallel Distributed Syst. 32 (10) (2021)
Thomas Randall, Tyler Allen, Rong Ge
FULL-W2V: fully exploiting data reuse for W2V on GPU-accelerated systems. ICS (2021)
Tyler Allen, Rong Ge
Demystifying GPU UVM Cost with Deep Runtime and Workload Analysis. IPDPS (2021)
Fei Ding, Hongda Li, Feng Luo, Hongxin Hu, Long Cheng, Hai Xiao, Rong Ge
DeepPower: Non-intrusive and Deep Learning-based Detection of IoT Malware Using Power Side Channels. AsiaCCS (2020)
Pengfei Zou, Ang Li, Kevin J. Barker, Rong Ge
Indicator-Directed Dynamic Power Management for Iterative Workloads on GPU-Accelerated Systems. CCGRID (2020)
Pengfei Zou, Ang Li, Kevin J. Barker, Rong Ge
Detecting Anomalous Computation with RNNs on GPU-Accelerated HPC Machines. ICPP (2020)
Pengfei Zou, Xizhou Feng, Rong Ge
Contention Aware Workload and Resource Co-Scheduling on Power-Bounded Systems. NAS (2019)
Tyler Allen, Xizhou Feng, Rong Ge
Slate: Enabling Workload-Aware Efficient Multiprocessing for Modern GPGPUs. IPDPS (2019)
Pengfei Zou, Ang Li, Kevin J. Barker, Rong Ge
Fingerprinting Anomalous Computation with RNN for GPU-accelerated HPC Machines. IISWC (2019)
Pengfei Zou, Derek Rodriguez, Rong Ge
Maximizing Throughput on Power-Bounded HPC Systems. CLUSTER (2018)
Ziliang Zong, Rong Ge, Qijun Gu
Marcher: A Heterogeneous System Supporting Energy-Aware High Performance Computing and Big Data Analytics. Big Data Res. 8 (2017)
Pengfei Zou, Tyler Allen, Claude H. Davis IV, Xizhou Feng, Rong Ge
CLIP: Cluster-Level Intelligent Power Coordination for Power-Bounded Systems. CLUSTER (2017)
Rong Ge, Pengfei Zou, Xizhou Feng
Application-Aware Power Coordination on Power Bounded NUMA Multicore Systems. ICPP (2017)
Pengfei Xuan, Walter B. Ligon III, Pradip K. Srimani, Rong Ge, Feng Luo
Accelerating big data analytics on HPC clusters using two-level storage. Parallel Comput. 61 (2017)
Pengfei Xuan, Feng Luo, Rong Ge, Pradip K. Srimani
Dynamic Management of In-memory Storage for Efficiently Integrating Compute- and Data-intensive Computing on HPC Systems. CCGrid (2017)
Rong Ge, Xizhou Feng, Yangyang He, Pengfei Zou
The Case for Cross-Component Power Coordination on Power Bounded Systems. ICPP (2016)
Jieyang Chen, Li Tan, Panruo Wu, Dingwen Tao, Hongbo Li, Xin Liang, Sihuan Li, Rong Ge, Laxmi N. Bhuyan, Zizhong Chen
GreenLA: green linear algebra software for GPU-accelerated heterogeneous computing. SC (2016)
Pengfei Xuan, Feng Luo, Rong Ge, Pradip K. Srimani
DynIMS: A Dynamic Memory Controller for In-memory Storage on HPC Systems. CoRR (2016)
Tyler Allen, Rong Ge
Characterizing Power and Performance of GPU Memory Access. E2SC@SC (2016)
Pengfei Xuan, Jeffrey Denton, Pradip K. Srimani, Rong Ge, Feng Luo
Big data analytics on traditional HPC infrastructure using two-level storage. DISCS@SC (2015)
Anurag Gupta, Sanjeev Gupta, Rong Ge, Ziliang Zong
CRUSH: Data collection and analysis framework for power capped data intensive computing. IGSC (2015)
Donna Lakomski, Ziliang Zong, Tongdan Jin, Rong Ge
Optimal balance between energy and performance in hybrid computing applications. IGSC (2015)
Li Tan, Shuaiwen Leon Song, Panruo Wu, Zizhong Chen, Rong Ge, Darren J. Kerbyson
Investigating the Interplay between Energy Efficiency and Resilience in High Performance Computing. IPDPS (2015)
Li Tan, Longxiang Chen, Zizhong Chen, Ziliang Zong, Rong Ge, Dong Li
HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON. ICCS (2014)
Joal Wood, Ziliang Zong, Qijun Gu, Rong Ge
Energy and Power Characterization of Parallel Programs Running on Intel Xeon Phi. ICPP Workshops (2014)
Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong
PEACH: a model for performance and energy aware cooperative hybrid computing. Conf. Computing Frontiers (2014)
Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong
Performance and Energy Modeling for Cooperative Hybrid Computing. NAS (2014)
Li Tan, Zizhong Chen, Ziliang Zong, Dong Li, Rong Ge
A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications. IPCCC (2013)
Li Tan, Longxiang Chen, Zizhong Chen, Ziliang Zong, Dong Li, Rong Ge
Improving performance and energy efficiency of matrix multiplication via pipeline broadcast. CLUSTER (2013)
Brian Romoser, Ziliang Zong, Ribel Fares, Joal Wood, Rong Ge
Using intelligent prefetching to reduce the energy consumption of a large-scale storage system. IPCCC (2013)
Ziliang Zong, Jonathan Bush, Rong Ge, Xin Li, Zizhong Chen
Energy-Efficient Scheduling for Multicore Systems with Bounded Resources. GreenCom/iThings/CPScom (2013)
Xiaomin Zhu, Rong Ge, Jinguang Sun, Chuan He
3E: Energy-efficient elastic scheduling for independent tasks in heterogeneous computing systems. J. Syst. Softw. 86 (2) (2013)
Thomas Wirtz, Rong Ge, Ziliang Zong, Zizhong Chen
Power and energy characteristics of MapReduce data movements. IGCC (2013)
Rong Ge, Ryan Vogt, Jahangir Majumder, Arif Alam, Martin Burtscher, Ziliang Zong
Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU. ICPP (2013)
Longxiang Chen, Panruo Wu, Zizhong Chen, Rong Ge, Ziliang Zong
Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters. ICPP Workshops (2012)
Rong Ge, Xizhou Feng, Thomas Wirtz, Ziliang Zong, Zizhong Chen
eTune: A Power Analysis Framework for Data-Intensive Computing. ICPP Workshops (2012)
Kirk W. Cameron, Rong Ge
Generalizing Amdahl's Law for Power and Energy. Computer 45 (3) (2012)
Rong Ge, Xizhou Feng, Xian-He Sun
SERA-IO: Integrating Energy Consciousness into Parallel I/O Middleware. CCGRID (2012)
Ivan Zecena, Ziliang Zong, Rong Ge, Tongdan Jin, Zizhong Chen, Meikang Qiu
Energy consumption analysis of parallel sorting algorithms running on multicore systems. IGCC (2012)
Xiaomin Zhu, Chuan He, Rong Ge, Peizhong Lu
Boosting adaptivity of fault-tolerant scheduling for real-time tasks with service requirements on clusters. J. Syst. Softw. 84 (10) (2011)
Rong Ge, Roberto Gioiosa
HPPAC Introduction. IPDPS Workshops (2011)
Thomas Wirtz, Rong Ge
Improving MapReduce energy efficiency for computation intensive workloads. IGCC (2011)
Shuaiwen Song, Chun-Yi Su, Rong Ge, Abhinav Vishnu, Kirk W. Cameron
Iso-Energy-Efficiency: An Approach to Power-Constrained Parallel Computation. IPDPS (2011)
Dong Li, Rong Ge, Kirk W. Cameron
System-Level, Unified In-band and Out-of-band Dynamic Thermal Control. ICPP (2010)
Rong Ge, Xizhou Feng, Shuaiwen Song, Hung-Ching Chang, Dong Li, Kirk W. Cameron
PowerPack: Energy Profiling and Analysis of High-Performance Systems and Applications. IEEE Trans. Parallel Distributed Syst. 21 (5) (2010)
Rong Ge, Xizhou Feng, Sindhu Subramanya, Xian-He Sun
Characterizing energy efficiency of I/O intensive parallel applications on power-aware clusters. IPDPS Workshops (2010)
Shuaiwen Song, Rong Ge, Xizhou Feng, Kirk W. Cameron
Energy Profiling and Analysis of the HPC Challenge Benchmarks. Int. J. High Perform. Comput. Appl. 23 (3) (2009)
Zhenwei Cao, Layne T. Watson, Kirk W. Cameron, Rong Ge
A power aware study for VTDIRECT95 using DVFS. SpringSim (2009)
Rong Ge, Xizhou Feng, Kirk W. Cameron
Modeling and evaluating energy-performance efficiency of parallel processing on multicore based power aware systems. IPDPS (2009)
Wu-chun Feng, Xizhou Feng, Rong Ge
Green Supercomputing Comes of Age. IT Prof. 10 (1) (2008)
Rong Ge, Martin Ester, Byron J. Gao, Zengjian Hu, Binay K. Bhattacharya, Boaz Ben-Moshe
-center problem, algorithms and applications. ACM Trans. Knowl. Discov. Data 2 (2) (2008)
Kirk W. Cameron, Rong Ge, Xian-He Sun
P: Accurate Analytical Models of Point-to-Point Communication in Distributed Systems. IEEE Trans. Computers 56 (3) (2007)
Rong Ge, Kirk W. Cameron
Power-Aware Speedup. IPDPS (2007)
Rong Ge, Martin Ester, Wen Jin, Ian Davidson
Constraint-driven clustering. KDD (2007)
Rong Ge, Xizhou Feng, Wu-chun Feng, Kirk W. Cameron
CPU MISER: A Performance-Directed, Run-Time System for Power-Aware Clusters. ICPP (2007)
Flavia Moser, Rong Ge, Martin Ester
Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters. KDD (2007)
Kirk W. Cameron, Rong Ge, Xizhou Feng
Designing Computational Clusters for Performance and Power. Adv. Comput. 69 (2007)
Martin Ester, Rong Ge, Byron J. Gao, Zengjian Hu, Boaz Ben-Moshe
Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem. SDM (2006)
Wen Jin, Rong Ge, Weining Qian
On Robust and Effective K-Anonymity in Large Databases. PAKDD (2006)
Rong Ge, Martin Ester, Wen Jin, Zengjian Hu
A Disc-based Approach to Data Summarization and Privacy Preservation. SSDBM (2006)
Xizhou Feng, Rong Ge, Kirk W. Cameron
The Argus prototype: aggregate use of load modules as a high-density supercomputer. Concurr. Comput. Pract. Exp. 18 (15) (2006)
Rong Ge, Xizhou Feng, Kirk W. Cameron
Performance-constrained Distributed DVS Scheduling for Scientific Applications on Power-aware Clusters. SC (2005)
Rong Ge, Xizhou Feng, Kirk W. Cameron
Improvement of Power-Performance Efficiency for High-End Computing. IPDPS (2005)
Kirk W. Cameron, Rong Ge, Xizhou Feng
High-Performance, Power-Aware Distributed Computing for Scientific Applications. Computer 38 (11) (2005)
Xizhou Feng, Rong Ge, Kirk W. Cameron
Power and Energy Profiling of Scientific Applications on Distributed Systems. IPDPS (2005)
Xizhou Feng, Rong Ge, Kirk W. Cameron
ARGUS: Supercomputing in 1/10 Cubic Meter. Parallel and Distributed Computing and Networks (2005)
Martin Ester, Rong Ge, Wen Jin, Zengjian Hu
A microeconomic data mining problem: customer-oriented catalog segmentation. KDD (2004)
Kirk W. Cameron, Rong Ge
Predicting and Evaluating Distributed Communication Performance. SC (2004)