My research interest lies broadly in parallel and distributed systems,
energy-efficient computing, high performance
computing, performance evaluation and analysis.
*New* A Ph.D. student position is available
in Dr. Ge's research group. You are strongly encouraged to contact Dr. Ge if you
are self-motivated and interested in High Performance Computing, Energy-Efficient Computing,
Heterogeneous Computing, and Parallel and Distributed Systems.
Recent Publications
-
Li Tan, Shuaiwen Leon Song, Panruo Wu, Zizhong Chen, Rong Ge,
and Darren J. Kerbyson. Investigating the Interplay between
Energy Efficiency and Resilience in High Performance Computing,
to appear in Proceedings of the 29th IEEE International
Parallel and Distributed Processing Symposium (IPDPS). 2015.
-
Rong Ge, Ryan Vogt, Jahangir Majumder, Arif Alam, Martin
Burtscher and Ziliang Zong. Effects of Dynamic Voltage and
Frequency Scaling on a K20 GPU, Proceedings of the 42nd
International Conference on Parallel Processing. 2013. (pdf)
-
Kirk W. Cameron and Rong Ge, Generalizing Amdahl's Law for
Power and Energy, IEEE Computer, Vol 45, No. 3, 75-77
(2012).
-
Rong Ge, Xizhou Feng, Thomas Wirtz, Ziliang Zong, and Zizhong
Chen, eTune: A Power Analysis Framework for Data-Intensive
Computing, International Conference on Parallel Processing
Workshops, 2012.
-
Rong Ge, Xizhou Feng and
Xian-He Sun, SERA-IO: Integrating Energy
Consciousness into Parallel I/O Middleware, Proceedings of the
IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
(CCGrid), 2012.
-
Thomas Wirtz and Rong Ge,
Improving MapReduce Energy Efficiency for Computation
Intensive Workloads, Proceedings of the 2nd International Green Computing
Conference (IGCC2011), Orlando, USA.
-
Shuanwen Song, Cun-Yi Su,
Rong Ge, Abhinav Vishnu, and Kirk W. Cameron,
Iso-energy-efficiency:
An approach to power-constrained parallel computation,
Proceedings
of 25th IEEE International Parallel and Distributed
Processing Symposium (IPDPS 11), May 2011.
-
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 Transactions on Parallel and Distributed
Systems, Vol 21, No.5, 658-671 (2010).
Complete list
Research Grants
-
PI,
CAREER: Cross-Layer Power-Bounded High Performance Computing on Emerging and
Future Heterogeneous Computer Clusters. Sponsored by National Science
Foundation, $453,486, February 2015 - January 2020.
-
PI, CNS: Collaborative Research: II-NEW: Marcher -
A Heterogeneous High Performance Computing Infrastructure for Research and
Education in Green Computing. Sponsored by National Science Foundation,
$300,000, September 2013 - August 2016.
-
PI, NVIDIA Equipment Grant: Using GPUs for Energy-Efficient Program
Acceleration. Co-PI: Ziliang Zong and Martin Burtscher at Texas State -- San
Marcos. The eight high-end GPU cards are worth about $19,000. August 2012 -
March 2013.
-
PI, Amazon AWS in Education Coursework. $1,500, July 2012 - July 2013.
-
PI, CNS:Small: Collaborative Research: EEDAG:
Exploring Energy Efficient Parallel Tasks Generation and Scheduling for
Heterogeneous Multicore Systems. Sponsored by National Science Foundation,
$53,655, September 2011 - August 2013.
- Senior personnel, NSF MRI-R2: Acquisition of a
Heterogeneous Supercomputing Instrument for Transformative Interdisciplinary
Research. Sponsored by National Science Foundation, $2,000,000. PI:
Wu-chun Feng at Virginia Tech. (2011-2013).
-
Senior personnel, NSF MRI: Acquisition of Parallel
Computing Cluster and Storage for the Marquette University Grid (MUGrid).
Sponsored by National Science Foundation, $560,000. PI: Craig Struble
at Marquette University. (2009-2012).
-
PI, Marquette Regular Research Grant: Memory
Contention and Its Impacts in Multicore Based High Performance Computing.
Marquette University, $2,800, May 2009 - August 2009.
-
PI, Marquette Summer Faculty Fellowship: Memory Contention and Its Impacts in
Multicore Based High Performance Computing. Marquette University, $5,500, May 2009 - August 2009.
Teaching
- Spring 2015:
- Fall 2014:
- COSC2010/2100: Data
Structures and Algorithms I
- COSC2200:
Hardware Systems
Past Teaching
- MSCS6060: Parallel
and Distributed Systems, Spring 2013, Fall 2011, Spring
2010, Spring 2009, Marquette University
- COSC3100:
Algorithms, Spring 2013, Spring 2011, Spring 2010, Marquette
University
- COSC2200: Hardware
Systems, Fall 2013, Fall 2012, Fall 2011, Fall 2010, Fall 2009, Marquette
University
- COSC2100/COSC2010: Data
Structures and Algorithms, Fall 2013, Fall 2012, Fall 2010, Fall 2009,
Fall 2008, Marquette University
- COSC061: Object
Oriented
Software Design, Spring 2011, Spring 2009, Marquette University
- CS4504: Computer Organization,
Spring 2008, Virginia Tech
- CS5504: Computer Architecture,
Spring 2008, Virginia Tech
- CS1044: Introduction to Programming
in C++, Fall 2006, Virginia Tech
Professional
Activities
-
TPC member: SC15, CCGrid2014, DISC2013, NAS2013, BigData2013, CCGrid2013, HPPAC2013, DISC2012, ICPADS2012, ICNC2012, SC2012, CCGrid2012, IPDPS2012, NAS 2012,
PMP2012, HPPAC2012, HPDC2011, ScalCom2011, IGCC2011, PMP2011,
HPPAC2011, etc.
-
Workshop co-chair: PASA2014, GreenCloud2012, HPPAC2011, HPPAC2010.
-
Journal article reviewer: ACM TACO, IEEE TC, IEEE TPDS, JPDC, IEEE Computer, Parallel Computing, Cluster Computing, Sustainable Computing, Frontiers, IIE
Transactions,
etc.
This page was updated
on
December 2014.
