MIAOQING HUANG (黄苗青) Associate Professor Department of Electrical Engineering and Computer Science University of Arkansas Office: JBHT 526 Phone: 1-479-575-7578 mqhuang AT uark.edu, mqhuang AT gmail.com

[Research Interests] [Teaching] [Publications] [Grants and Donations] [Talks] [Patents] [Professional Services] [Curriculum Vitae] [Group]

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Research Interests

• Heterogeneous many-core architecture
• High Performance Reconfigurable Computing
• Hardware acceleration technologies (e.g., FPGA, GPGPU), programming model and applications
• Hardware-oriented security
• Hardware design (e.g., image processing, cryptography)
• Cache policy design in Solid-State Drives and emerging data storage devices 

Research Areas

• Application-Specific Embedded Manycore Systems Generation using OpenCL
• Programming Models and Runtime Support for GPUs
• On-board Cache Design for Flash-based Solid-State Drives
• Accelerating Applications using Hardware Acceleration Technologies

Teaching

• CSCE 2214 Computer Organization: S'12, F'12, S'13, S'14, F'14, F'15, F'16, F'17, F'18, F'19, F'20, F'21
• CSCE 3513 Software Engineering: Spring 2010, Spring 2011, Fall 2012
• CSCE 3613 Operating Systems: S'19, S'22, S'23
• CSCE 4643/5693 GPU Programming: F'13, S'15, S'16, F'16, F'17, S'20, S'21, S'22, F'23
• CSCE 4783/5783 Cloud Computing and Security: S'19, S'20, F'20, F'21, F'22, F'23
• CSCE 5013 Hardware Software Co-Design: Fall 2010, Fall 2011
• CSCE 5013 Hardware Oriented Security: Fall 2014
• CSCE 5013 Cloud Computing: Fall 2015, Spring 2017, Spring 2018
• CSCE 5833 Computer Architecture Security: Spring 2023
• CSCE 5843 Reconfigurable Computing: Fall 2022

Selected Publications (click here for a complete list)

• Miaoqing Huang, Chenggang Lai, Xuan Shi, Zhijun Hao, and Haihang You, "Study of Parallel Programming Models on Computer Clusters with Intel MIC Coprocessors", International Journal of High Performance Computing Applications, vol. 31, no. 4, pp. 303-315, July 2017.

• Xuan Shi, Chenggang Lai, Miaoqing Huang, and Haihang You, "Geocomputation over the Emerging Heterogeneous Computing Infrastructure," Transactions in GIS, vol. 18, no. S1, pp. 3-24, Nov. 2014.

• Miaoqing Huang and David Andrews, "Modular Design of Fully Pipelined Reduction Circuits on FPGAs," IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 9, pp. 1818-1826, Sept. 2013.

• Miaoqing Huang, Vikram K. Narayana, Mohamed Bakhouya, Jaafar Gaber, and Tarek El-Ghazawi, "Efficient Mapping of Task Graphs onto Reconfigurable Hardware Using Architectural Variants," IEEE Transactions on Computers, vol. 61, no. 9, pp. 1354-1360, Sept. 2012.

• Miaoqing Huang, Kris Gaj, and Tarek El-Ghazawi, "New Hardware Architectures for Montgomery Modular Multiplication Algorithm," IEEE Transactions on Computers, vol. 60, no. 7, pp. 923-936, July 2011.

• Miaoqing Huang, Vikram K. Narayana, Harald Simmler, Olivier Serres, and Tarek El-Ghazawi, "Reconfiguration and Communication-Aware Task Scheduling for High-Performance Reconfigurable Computing," ACM Transactions on Reconfigurable Technology and Systems, vol. 3, no. 4, pp. 20:1-20:25, Nov. 2010.

• Miaoqing Huang, Olivier Serres, Vikram K. Narayana, Tarek El-Ghazawi, and Gregory Newby, "Efficient Cache Design for Solid-State Drives," in Proceedings of The ACM International Conference on Computing Frontiers 2010 (CF'10), pp. 41-50, Bertinoro, Italy, May 17-19, 2010.

• Tarek El-Ghazawi, Esam El-Araby, Miaoqing Huang, Kris Gaj, Volodymyr Kindratenko, and Duncan Buell, "The promise of high-performance reconfigurable computing," IEEE Computer, vol. 41, no. 2, pp. 69-76, Feb. 2008.

Grants, Awards, and Donations

• National Science Foundation (NSF)

  • CNS-1219062: Cache Design for Solid-State Drives and Its Application in Data-intensive Applications: 10/1/2012-9/30/2015, Solo-PI, $230,000 + $16,000 (REU)

• National Aeronautics and Space Administration (NASA)

  • 12-2012EPSCoR-0026: New Computer Vision Methods for NASA Robotic Planetary Exploration: 12/21/2012-10/31/2016, Co-PI with Cang Ye (PI) and Yu Sun (Co-PI), $187,540 (out of $750,000)

  • Arkansas NASA EPSCoR Research Infrastructure Development (RID) Travel Grant: 2013, $1,500

• NVIDIA Corporation

  • CUDA Research Center (2011,2012), CUDA Teaching Center (2011, 2012)

  • 1 Tesla K20, 1 Tesla C2075, 1 Tesla C2070, 50 Geforce GTX 480, 1 CARMA development kit, 2 Jetson TK1 DevKits

  • $6,638 (TA Matching Fund)

• FPGA and software donations from Altera

  • 1 Stratix-2S130, 2 Stratix-2S180 devices: $30,224; 1 DE5 board: $8,000; 9 Stratix-4E820 devices: $105,831

• FPGA and software donations from Xilinx

  • 5 ML605 boards: $8,975; 5 VC707 boards: $17,475

Talks

• "Delay-based PUF Designs on FPGAs," Nanjing University of Aeronautics and Astronautics, July 3, 2014.

• "Modular Design of Fully Pipelined Reduction Circuits on FPGAs," Nanjing University of Aeronautics and Astronautics, July 3, 2014.

• "Achieve both performance and energy efficiencies on embedded heterogeneous systems," Nanjing University of Aeronautics and Astronautics, July 2, 2014.

• "Scalable communication infrastructure for embedded manycore systems," Nanjing University of Aeronautics and Astronautics, July 2, 2014.

• "Comparison of Parallel Programming Models on Intel MIC Computer Cluster," NASA Ames Research Center, Moffett Field, CA, October 21, 2013.

• "Hardware Acceleration for High-Performance Computing," NASA Langley Research Center, Hampton, VA, July 26, 2013.

• "Scaling Scientific Applications on Clusters of Hybrid Multicore/GPU Nodes," National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, April 22, 2011.

• "Scaling Scientific Applications on Clusters of Hybrid Multicore/GPU Nodes," Computer Network Information Center, Chinese Academy of Sciences, Dec. 21, 2010.

• "Research at University of Arkansas Regarding High Performance Computing," Workshop on High Performance Computing Application Acceleration 2010 (Invitation Only), Beijing, Oct. 22-23, 2010.

• "Efficient Cache Design for Solid-State Drives," Parasol Seminar, Texas A&M University, March 26, 2010.

Patents

• US 8,386,546 B2 "A Montgomery Multiplication Architecture," issued on February 26, 2013.

• US 8,433,736 B2 "A Scalable Montgomery Multiplication Architecture," issued on April 30, 2013.

Professional Services

    Organizing committee:

• Fifth Central Area Networking and Security Workshop (CANSec): 2014 General Chair

• ACS/IEEE International Conference on Computer Systems and Applications (AICCSA): 2011 Registration Chair

• Workshop on Multiprocessor Systems on (Programmable) Chips (MPSoC) as part of HPCS: 2011 Co-Chair

    Technical program committee:

• ACM Southeast Conference: 2012

• ACS/IEEE International Conference on Computer Systems and Applications (AICCSA): 2013

• Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP): 2015, 2016

• High Performance Computing & Simulation Conference (HPCS): 2013, 2014, 2015

• IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP): 2014

• IEEE International Conference on Embedded Software and Systems (ICESS): 2011, 2012, 2013

• IEEE International Conference on Pervasive Intelligence and Computing (PICom): 2015

• IEEE International Symposium on Circuits and Systems (ISCAS): 2011, 2013

• IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM): 2016

• International Conference on Computer Engineering & Systems (ICCES): 2011, 2012, 2013, 2014, 2015

• International Conference on Control, Decision and Information Technologies (CoDIT): 2013

• International Conference on Information Processing and Wireless Systems (IP-WiS): 2013

• International Conference on ReConFigurable Computing and FPGAs (ReConFig): 2011, 2012, 2013, 2014, 2015

• International Conference on Systems and Informatics (ICSAI): 2012

• International Workshop on Dynamic Reconfigurable Network-on-Chip (DRNoC) as part of HPCS: 2012, 2013, 2014

• International Workshop on Embedded and Reconfigurable Computing (ERC) as part of HPCS: 2010

• International Workshop on High Performance Interconnection Networks (HPIN) as part of HPCS: 2014

• International Workshop on High-Performance Reconfigurable Computing Technology and Applications (HPRCTA) as part of SC: 2010

• International Workshop on Modern Accelerator Technologies for GIScience (MAT4GIScience) as part of GIScience: 2012

• International Workshop on Multiprocessor Systems on (Programmable) Chips (MPSoC) as part of HPCS: 2011

• Supercomputing (SC): Doctoral Showcase Committee: 2011, 2015

• Symposium on Application Accelerators in High Performance Computing (SAAHPC): 2011, 2012

    Journal review:

• ACM Transactions on Reconfigurable Technology and Systems (TRETS)

• Elsevier: Computers and Electrical Engineering

• Elsevier: Embedded Hardware Design (Microprocessors and Microsystems)

• Elsevier: Embedded Software Design (Journal of System Architecture)

• Elsevier: Future Generation Computer Systems

• Elsevier: Integration, the VLSI Journal

• Elsevier: Journal of Parallel and Distributed Computing

• Elsevier: Microelectronics Journal

• Elsevier: Parallel Computing

• Elsevier: Sustainable Computing

• ETRI Journal

• Hindawi: International Journal of Reconfigurable Computing, guest editor for special issue on high-performance reconfigurable computing

• Hindawi: Journal of Electrical and Computer Engineering

• Hindawi: VLSI Design

• IEEE Antennas and Wireless Propagation Letters

• IEEE Transactions on Circuits and Systems II

• IEEE Transactions on Cloud Computing (TCC)

• IEEE Transactions on Computers (TC)

• IEEE Transactions on Parallel and Distributed Systems (TPDS)

• IEEE Transactions on Very Large Scale Integration Systems (TVLSI)

• IET: Computers & Digital Techniques

• MDPI: Computers

• Springer: Journal of Cryptographic Engineering

• Springer: Journal of Supercomputing

• Taylor & Francis: International Journal of Geographical Information Science

• The Arabian Journal for Science and Engineering

• Wiley: Concurrency and Computation: Practice and Experience

• Wiley: Transactions in GIS (TGIS)

• World Scientific: Journal of Circuits, Systems, and Computers 

Group

    Weekly Lab Meeting Presentations

    Current Students:

• Mayeesha Mahzabin (PhD Student)

• Quan Mai (PhD Student)

• Ehsan Kabir (PhD Student)

• Shahrin Shahpar (PhD Student)

    Former Students:

• Murali Arkatavenula

• Savanth Battikadi

• Hongyuan Ding

• Tendayi Kamucheka

• Chenggang Lai

• Shiming Li

• Sen Ma

• Liang Men

• Venkateshwar Rao Vemulapally

    Visting Scholars:

• Genlang Chen (Zhejiang University, February 2014 - February 2015)

• Xiaoyong Ni (China University of Geosciences, July 2014 - July 2015)

• Hong Fan (Donghua University, August 2014 - August 2015)

• Wujun Xu (Donghua University, August 2015 - July 2016)

• Jinming Yu (Donghua University, September 2015 - August 2016)

• Min Guo (Qilu University of Technology, October 2016 - October 2017)

• Yuanyuan Li (Dalian Jiaotong University, September 2018 - August 2019)

• Guiying Zeng (Jimei University, September 2018 - August 2019)