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Dr. Meikang Qiu
Professor (Volunteer Adjunct)
ACM Distinguished Member
IEEE Senior member
Department of Computer Science
Pace University
Main Campus: 1 Pace Plaza, Manhattan, New York City, NY 10038, USA
Ph.D.
advisor, rm 307, Goldstein Academic Center, 861 Bedford Road, Pleasantville, NY
10570, USA
Email: qiumeikang@gmail.com
Cyber Security and AI, Machine
Learning, Big Data, Smart Computing, Cloud Computing, IoT, CPS, and Embedded Systems, etc.
CALL
FOR PAPERS
Lead
Editor, IEEE
Transactions on Computers (CCF A), special
Issue on “Security and
Privacy of Deep Learning as a Service Computing Systems”, submission:
11/1/2020-11/15/2020
Lead
Editor, IEEE
Internet of Things Journal (IoT-J), special
Issue on “Robustness and Efficiency in the Convergence of
Artificial Intelligence and IoT”,
deadline 04/15/2020
Lead
Editor, IEEE
Transactions on Industrial Informatics (TII), special Issue on “Emerging
Privacy and Security Issues brought by Artificial Intelligence in Industrial
Informatics”, deadline
05/31/2019
Lead
Editor, IEEE Transactions on
Dependable and Secure Computing (TDSC), Special
issue on Social Network Security, deadline 07/01/2018
Lead
Editor, IEEE Transactions on
Sustainable Computing (TSUSC),
special Issue on “Secure Sustainable
Green Smart Computing”, deadline 02/15/2017
Lead
Editor, IEEE Transactions on Cloud
Computing (TCC), Special issue on Security and Privacy Protection of Clouds.
2016
Associate
Editor:
-
IEEE Transactions on Computer,
-
IEEE Transactions on Cloud Computing
CFP: SmartCom
2020 (Submission: 11/15/2020, Paris, France)
CFP: KSEM 2021 (Submission: 03/15/2021, New York, USA)
CFP: IEEE ISPA
2021 (Submission: 06/01/2021, New York, USA)
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Education
Only the educated are free -- EPICTETUS, Discourses
Working Experiences
I
have about ten years working experiences related to high technologies,
including:
- Chinese Helicopter Research
& Development Institute
- Rayes
Electronic and Tele-communication Group Company
- IBM HSPC -- The largest IBM
joint venture in China
"If the enemy leaves a
door open, you must rush in"--Sun Tzu, the nine situations (65)
Research Interests
- Cyber
Security and Privacy
- Machine Learning/Deep
Reinforcement Learning
- Big Data and Data Analytic
- Cloud Computing/Edge
Computing
- IoT and Cyber Physical
Systems
- Smart Computing
- Telehealth System
- Embedded Systems and Mobile
Systems
- Smart Grid and Real-Time
Monitoring
- Hardware/Software Codesign
- Parallel and Multi-Core
Computing
- Heterogeneous Sensor Network
- Mobile Interface Browsing
- Low Energy Design
Selected
Publications
I have published 560+
peer reviewed journal and conference papers (280+ journal papers and 280+
conference papers) in recent years, including IEEE Systems Journal 2018 Best Paper
Award, IEEE TCSC 2016 Most Influential
Journal Paper Award, ACM Transactions on Design Automation of Electronic
Systems (TODAES) 2011 Best Paper Award, 3 Hot Paper (top 0.1%) and 20+ Highly Cited
Papers
from Web of Science, 6 Most Downloaded Papers, 20+ IEEE international conference Best Paper Awards and Best Student Paper Awards.
Books
- M. Qiu and
H. Qiu, Research and Technical Writing for Science & Engineering, Chapman & Hall/CRC, 2020
- C. Li and M. Qiu, Reinforcement Learning for Cyber
Physical Systems—With Cybersecurity Case Studies, Chapman & Hall/CRC, 2018
- M. Qiu and
K. Gai, Mobile Cloud Computing, Model, Implementation, and
Security, ISBN: 978-1-4987-9603-3, published by Chapman & Hall/CRC, 2017
- M. Qiu, W. Dai, and K. Gai, Mobile
Applications Development with Android, Technologies and Algorithms, ISBN:
978-1-4987-6186-4, Chapman &
Hall/CRC, 2016.
- M. Qiu
and J. Li, Real-Time
Embedded Systems: Optimization, Synthesis, and
Networking, ISBN: 978-1-4398-1760-5,
Published by Chapman & Hall/CRC, 2011
- M. Qiu and E. H.-M. Sha, Heterogeneous
Parallel Embedded Systems: Time and Power Optimization, ISBN: 978-3-639-09619-4, Published by VDM-Verlag, Produced in
USA by Lightning Source Inc., 2008
Journal
Papers
- M.
Qiu and E. H.-M. Sha, Cost
Minimization while Satisfying Hard/Soft Timing Constraints for
Heterogeneous Embedded Systems, in ACM Transactions on Design Automation of Electronic Systems (TODAES), Vol. 14, No.2, Article 25, pp.
1-30, Apr. 2009
Won ACM
Transactions on Design Automation of Electronic Systems (TODAES) 2011 Best
Paper Award
The Award
recognized the best paper published in the ACM Transactions on Design
Automation of Electronic Systems in the time window from the April 2008 issue
to the January 2011 issue.
- Y. Zhang, M. Qiu, C.-W. Tsai, M M. Hassan, A. Alamri, “Health-CPS: Healthcare Cyber Physical System Assisted by Cloud and Big Data”,IEEE System Journal, 2015 (Highly Cited Paper 2017 to 2019, Web of Science, Best Paper Award
of 2018)
- H. Qiu, M. Qiu, Z. Lu,
“Selective encryption on ECG data in body sensor network based on
supervised machine learning”. Information Fusion, 55:
59-67 (2020)
- H. Qiu, M. Qiu, Z. Lu, and
G. Memmi, “An Efficient Data Fusion Trust System in V2X Heterogeneous
Networks,” Information Fusion, Vol. 50, No.1, pp:
212-220, 2019
- M. Qiu, W. Dai, et al. “Loop Parallelism
Maximization for Multimedia DSP in Mobile Vehicular Clouds”, IEEE Transactions on Cloud Computing,
Vol. 7, No. 1, pp. 250-258, 2019
- R. Lu, X. Jin, S. Zhang, M. Qiu, and X. Wu, “A
Study on Big-Knowledge and its Engineering issues”. IEEE Transactions on Knowledge and
Data Engineering, Vol. 31, No. 9, pp. 1630-1644, Sep. 2019
- H. Qiu, M. Qiu, and R. Lu,
“Secure V2X Communication Network based on Intelligent PKI and Edge
Computing,” accepted by IEEE Networks, 2019
- H. Qiu, M. Qiu, Z. Lu, and
G. Memmi, “Intelligent V2X Communication Technologies for Secure Mobile
Edge-based IIoI,” accepted by IEEE Networks,
2019
- J. Li, M. Qiu, Z. Ming,
G. Quan, X. Qin, and Z. Gu, “Online Optimization
for Scheduling Preemptable tasks on
IaaS Cloud systems”, Journal of Parallel
and Distributed Computing (JPDC), Vol. 72, No. 5, pp. 666-677, May 2012 (Ranked 1st of Top 25
Hottest Articles of JPDC 2012, Most
Downloaded Paper of JPDC in 2012, Highly Cited Paper 2018-2019)
- M. Qiu, Z. Ming, J. Li, K. Gai, and Z.
Zong, “Phase-Change Memory Optimization for Green Cloud with Genetic
Algorithm”, IEEE Transactions on
Computers, Vol. 64, No. 12, pp. 3528-3540, 2015 (Hot paper, Highly Cited Paper, Web of Science, 2017-2019, Most
Influential Journal Paper Award, IEEE TCSC 2016)
- Y. Li, W. Dai. Z. Ming, and
M. Qiu, “Privacy Protection for Preventing Data Over-Collection in
Smart City”, IEEE Transactions on
Computers, Vol. 65, No. 5, pp. 1339 – 1350, May 2016 (Highly Cited Paper 2017 to 2018, Web
of Science)
- M. Qiu, Z. Chen, Z. Ming, X. Qiu, and J.
Niu, “Energy-Aware Data Allocation for Mobile Cloud Systems”,
IEEE System Journal, Vol.
11, No. 2 pp. 813-822, 2017 (Highly Cited Paper 2017,
Web of Science)
- M. Qiu, Z. Ming, J. Niu, X. Qin, L.
Zhang, and L. T. Yang, “Security-Aware Optimization for Ubiquitous Computing
Systems with SEAT Graph Approach”, Journal of Computer and System Sciences (JCSS), Elsevier. Vol.
79, No. 5, pp. 518 – 529, 2013. (Highly
Cited Research Award for 2013
to 2017)
- K. Gai, M. Qiu, H.
Zhao, L. Tao, and Z. Zong, “Dynamic Energy-Aware Cloudlet-based Mobile
Cloud Computing Model for Green Computing”, Journal of Network and Computer Applications (JNCA, SI Green
Computing, Elsevier), Vol. 59, No. 1, pp. 46-54, 2016. (Highly cited paper 2017 to 2019,
Hottest Paper of JNCA 2016, Best Paper Award of JNCA 2018)
- K. Gai and M. Qiu, “Blend
Arithmetic Operations on Tensor-based Fully Homomorphic Encryption Over Real
Numbers”, IEEE Transactions on Industrial Informatics, 14(8):
3590-3598 (2018) (Highly Cited Paper 2019)
- M. Qiu, K. Gai, B. M. Thuraisingham, L. Tao, H. Zhao,
“Proactive user-centric secure data scheme using attribute-based semantic
access controls for mobile clouds in financial industry”. Future
Generation Comp. Syst. 80: 421-429 (2018) (Highly Cited Paper 2018
and 2019)
- M. Qiu (with J. Liu, J. Wan, B. Zeng, Q. Wang, H. Song ) “A Scalable and Quick-response Software Define Vehicular Network Assisted by
Mobile-edge Computing”, IEEE Communication Magazine, Vol. 55, No. 7, pp. 94-100, July 2017 (Highly Cited Paper 2019)
- M. Qiu, Z. Chen, J. Niu, Z. Zong, G.
Quan, X. Qin, and L.T. Yang, “Data Allocation for Hybrid Memory with
Genetic Algorithm”, IEEE
Transactions on Emerging Topics on Computing, Vol.
3, No. 4, pp. 544-555, 2015
- J. Wang, M. Qiu, and B. Guo, “Phase–Reconfigurable Shuffle Optimization
for Hadoop MapReduce”,
IEEE Transactions on Cloud Computing,
2015
- L. Hu, M. Qiu, J. Song, M. Hossain, and A. Ghoneim,
“Software Defined Healthcare Networks”, IEEE Wireless Communication, Vol. 22, No. 6, pp. 67-75, 2015.
- Y. Li, M. Chen, W. Dai and M. Qiu, “Energy-Aware Dynamic Task
Scheduling for Smartphones in Mobile Cloud Computing”, IEEE System Journal, 2015
- A. Chavan, M. Alghamdi, X. Jiang,
Xiao. Qiu, M. Qiu, M. Jiang, J.
Zhang, “TIGER: Thermal-Aware File Assignment in Storage Clusters”, IEEE Transactions on Parallel and
Distributed Computing, Vol. 27, No. 2, pp. 558-573, 2016.
- M. Qiu, J.
Wang, Z. Ming, and Y. Xiang, “Enabling Cloud Computing in Emergency
Management Systems: Design and Optimization”, accepted by IEEE Cloud Computing Magazine, Special Issue on Cloud-based Smart
Evacuation Systems for Emergency Management. 2014
- J. Niu, C. Liu, Y. Gao, and M. Qiu, “Energy
Efficient Task Assignment with Guaranteed Probability Satisfying Timing
Constraints for Embedded Systems”, IEEE Transactions on
Parallel and Distributed Computing (TPDC), Vol. 25, No. 8, pp. 2043-2052, Aug.
2014
- Y. Guo, Q. Zhuge, J. Hu, J. Yu, M. Qiu, and E. H.-M. Sha, “Optimal Data
Placement and Duplication for Embedded Multi-Core Systems with Scratch Pad
Memory”, IEEE Transactions on Computer-Aided
Design of Integrated Circuits and Systems (TCAD), Vol. 32, No. 6, pp.809-817, 2013
- J. Li, M. Qiu, J. Niu,
L. Yang, Y. Zhu, and Z. Ming, Thermal-Aware
Task Scheduling in 3D Chip Multiprocessor with Real-Time Constrained
Workloads, in
ACM Transactions on Embedded Computing Systems (TECS), Vol. 12, No.2, Article 24, pp. 1-22,
Feb. 2013
- H. Huang, V. Chaturvedi, G. Quan, J. Fan, and M. Qiu, “Throughput Maximization for
Periodic Real-Time Systems under the Maximal Temperature
Constraint”, ACM Transactions on Embedded Computing Systems
(TECS), Vol. 13, No. 2s, Article 70, Jan. 2014
- C. Li, M. Chen, M. Qiu, A. Vasilakos, and J. Park, A RF4CE-based Remote Controller with Interactive Graphical User Interface
Applied to Home Automation System, in ACM Transactions on Embedded Computing Systems (TECS), Vol. 12, No.2, Article 30, pp. 1-19,
Feb. 2013
- M. Qiu, E.
Khisamutdinov, Z. Zhao, C. Pan, J. Choi, N. Leontis, and
Peixuan Guo, “RNA
Nanotechnology for Computer Design and in vivo Computation”,
Philosophical Transactions of Royal Society A, Sep, 2013
- M. Qiu, (with M. Liu, S. Zhang, Z. Fan), “H∞ State Estimation for
Discrete-Time Chaotic Systems Based on a Unified Model”, in IEEE
Transactions on Systems, Man, and Cybernetics: Part B: Cybernetics,,
Vol. 42, No. 4, pp. 1053-1063, Aug. 2012
- M. Qiu,
(with X. Zhu,
X. Qin), QoS-Aware Fault-Tolerant Scheduling for Real-Time
Tasks on Heterogeneous Clusters, in IEEE
Transactions on Computers
(TOC), Vol. 60, No. 6, pp.
800-812, Jun. 2011
- M. Qiu, W. Gao,
M. Chen, J. Niu, and L. Zhang, Energy Efficient Security Algorithm for Power Grid
Wide Area Monitoring System, in IEEE Transactions on Smart Grid, Vol. 2,
No. 4, pp. 715-723, Nov. 2011
- M. Qiu, L. T. Yang, Z. Shao, and E. H.-M. Sha, Dynamic and Leakage Energy Minimization with Soft Real-Time
Loop Scheduling and Voltage Assignment, in IEEE
Transactions on Very Large Scale Integration Systems (TVLSI), Vol. 18, No. 3, pp. 501-504, Mar. 2010
- H. Su, M. Qiu, and H.
Wang, “Secure Wireless Communication System for Smart Grid
with Rechargeable Electric Vehicles”, IEEE Communication Magazine, Vol. 50, No. 8, pp.62-68, Aug.
2012.
- M. Qiu, H. Su, M. Chen, Z. Ming, and L.
T. Yang, “Balance of Security Strength and Energy for a PMU
Monitoring System in Smart Grid”, IEEE
Communication Magazine, Vol. 50, No. 5, pp.142-149, May 2012
- M. Nijim, X. Qin, M. Qiu,
and K. Li, “An adaptive energy-conserving strategy for parallel disk
systems”, in Future Generation
Computer Systems: The Int'l Journal of Grid Computing, Vol.
29, pp. 196-207, 2013
- M. Qiu, Z. Jia,
C. Xue, Z. Shao and E. H.-M. Sha, Voltage Assignment with Guaranteed Probability
Satisfying Timing Constraint for Real-time Multiproceesor
DSP, in Journal
of VLSI Signal Processing Systems (JSPS) , Vol. 46, No. 1, pp. 55-73,
Jan. 2007
- J. Li, Z. Ming, M. Qiu, G. Quan, X. Qin, and T. Chen, Resource
Allocation Robustness in Multi-Core Embedded Systems with Inaccurate
Information, in Journal of
System Architecture (JSA), Elsevier,
published online, Apr.
2011.
- M. Qiu, (with
Z. Shao, C. Xue, Q. Zhuge,
B. Xiao and E. H.-M. Sha), Security Protection and Checking for Embedded System
Integration Against Buffer Overflow Attacks via Hardware/Software in
IEEE Transactions on Computers (TOC), vol. 55, no. 4, pp. 443-453, Apr. 2006
- F. Hu, S. Lakdawala, Q. Hao
and M. Qiu, Low-Power, Low-cost Sensor Hardware Interface for
Wireless Telecardiology Data Pre-Processing, in IEEE
Transactions on Information Technology in Biomedicine, Vol. 13, No. 4,
pp. 656-663, Jul. 2009
- M. Qiu, M. Guo,
M. Liu, C. Xue, L. T. Yang, and E. H.-M. Sha, Loop Scheduling and Bank Type Assignment for Heterogeneous
Multi-Bank Memory, in Journal of Parallel and
Distributed Computing (JPDC) Vol. 69, No. 3, pp 546-558, Mar. 2009
- M. Qiu, E.
H.-M. Sha, M. Liu, M. Lin, S. Hua and L. T. Yang, Energy Minimization with Loop Fusion and
Multi-Functional-Unit Scheduling for Multidimensional DSP, in
Journal of Parallel and Distributed Computing (JPDC), Vol. 68, No.
4, pp 443-455, Apr. 2008
- M. Qiu, (with
M. Lin, L. Xu, L. Yang, X. Qin, and Z. Wu), Static Security Optimization for Real-Time Systems, in
IEEE Transaction on Industrial Informatics, Vol.5, No1. pp. 22-37,
Feb. 2009
- Z. Shao, M. Wang, Y. Chen, C.
Xue, M. Qiu, L. T. Yang, and E.
H.-M. Sha, Real-Time Dynamic Voltage Loop Scheduling for
Multi-Core Embedded Systems , in IEEE Transactions on
Circuits and Systems II , Vol. 54, No. 5, pp. 445 – 449, May 2007
- L. Zhang, M. Qiu, W.-C. Tseng, and E. H.-M.
Sha, Variable Partitioning and Scheduling for MPSoC with Virtually Shared Scratch Pad Memory, in
Journal of VLSI Signal Processing
Systems (JSPS), Vol. 58, No. 2, pp.
247-265, 2010
- M. Qiu, C. Xue, Z. Shao, M. Liu and E. H.-M. Sha, Energy Minimization for Heterogeneous Wireless Sensor
Networks, in Special issue of Journal of Embedded
Computing (JEC) - Embedded System Design & Optimization, Vol. 3,
No. 2, pp. 109-117, 2007-2009
- D. Qi, M. Liu, M. Qiu, and S. Zhang, Exponential H∞ synchronization of general
discrete-time chaotic neural networks with or without time delays,
in IEEE Transactions on Neural Networks (TNN), Vol. 21, No.
8, pp. 1358-1365, Aug. 2010
- M. Chen, M. Qiu, L. Liao, J. Park, J. Ma, Distributed Multi-hop Cooperative Communication in
Dense Wireless Sensor Networks, in Journal of Supercomputing (JOS), Vol. 56, No. 3, pp. 353-369, Jun. 2011
- F. Hu, M. Qiu, J. Li, T. Grant,
D. Tyloy, S. McCaleb, L.
Butler, and R. Hamner, A Review on Cloud
Computing: Design Challenges in Architecture and Security, Journal of Computing and Information
Technology (CIT), Vol. 19, No. 1,
pp. 25-55, Mar. 2011.
- L. Zhang, M. Qiu, E. H.-M. Sha, and Q. Zhuge,
“Variable assignment and
instruction scheduling for processor with Multi-module Memory”, in Journal of Microprocessors and Microsystems (Elsevier). Vol. 35, No. 1, pp. 308-317, May.
2011
- M. Qiu, (with Q. Zhuge, C. Xue, Z. Shao, M.
Liu, and E. H.-M. Sha), Design Optimization and Space Minimization Considering
Timing and Code Size via Retiming and Unfolding, in Journal
of Microprocessors and Microsystems (Elsevier), Vol. 30, Issue 4, pp. 173-183, Jun. 2006
- M. Qiu, K.
Zhang, and M. L. Huang, Usability in Mobile Interface Browsing
in Web Intelligence and Agent Systems Journal (WIAS), IOS Press.
Vol. 4, No. 1, pp. 43-60, 2006, ISSN: 1570-1263 [First Page]
- K. Zhang,
J. Kong, M. Qiu, and G.L Song, Multimedia Layout Adaptation Through Grammatical
Specifications in ACM/Springer Multimedia Systems,
pp. 245-260, Vol. 10, No. 3, 2005 [First Page]
Conference
Papers
- K. Gai, M. Qiu, H. Zhao, L. Qiu,
“Smart Energy-Aware Data Allocation for Heterogeneous Memory”,
the 18th IEEE HPCC
2016, Dec. 2016, Sydney, Australia, (Best
Student Paper award)
- M. Qiu, Y. Jiang, and W. Dai, “Cost Minimization for
Heterogeneous Systems with Gaussian Distribution Execution Time”, IEEE
HPCC, 2015, New York, USA, pp. 547—552. (Most Influential
Conference Paper Award, IEEE TCSC 2019 )
- K. Gai, M. Qiu, B. Thuraisingham, and
L. Tao, “Proactive
Attribute-based Secure Data Schema for Mobile Cloud in Financial
Industry”, IEEE BigDataSecurity, 2015,
New York, USA, pp. 1332—1337. (Best Paper Award)
- K. Gai, Z. Du, M. Qiu, and H. Zhao,
“Efficiency-Aware Workload Optimizations of Heterogeneous Cloud Computing
for Capacity Planning in Financial Industry”, IEEE CSCloud,
2015, New York, USA, pp. 1—6. (Best Paper Award)
- J. Wang, B. Guo, and M. Qiu, “Design and Optimization
of Traffic Balance Broker for Cloud-Based Telehealth Platform”, The
6th IEEE/ACM International Conference on Utility and Cloud Computing, Dresden,
Germany, Dec. 9-12, 2013
- M. Qiu, Z. Chen,
L. T. Yang, X. Qin, and B. Wang, “Towards Power-Efficient
Smartphones by Energy-Aware Dynamic Task Scheduling”, in 9th IEEE International Conference on
Embedded Software and Systems (ICESS), Liverpool, UK, pp. 1466-1472,
Jun. 2012. (Best Paper Award).
- Z. Chen, M. Qiu, J. Niu, Z. Lu, and Y. Zhu, “Data Allocation Using
Genetic Algorithm for MPSoC Systems with Hybrid
Scratch-Pad Memory”, in 18th
IEEE Real Time and Embedded Technology and Applications Symposium (RTAS)
WIP, pp. 61-64, Beijing, China, Apr. 2012.
- M. Qiu (with Z. Ding, X. Jiang, S. Yin, X. Ruan, X. Qin, K.-H. Chang) “Multicore-Enabled Smart Storage
for Clusters", IEEE Cluster,
pp. 108-116, Beijing, China, Sep.
2012
- Z. Chen and M, Qiu, “SPM-Aware
Scheduling for Nested Loops in CMP Systems,” Proc. IEEE RTSS, San Juan, Puerto Rico, Dec. 2012
- M. Qiu (with Y. Cao, Y. Zhu, X. Wang, J.
Jiang), “An FPGA based PCIE Root Complex Architecture for Standalone
SOPCs”, IEEE International Symposium
on
Field-Programmable Custom Computing Machines, Seattle, USA, Apr. 2013,
- M. Qiu, J. Niu, L. T. Yang, X.
Qin, S. Zhang and B. Wang, Energy-Aware Loop Parallelism
Maximization for Multi-Core DSP Architectures, IEEE/ACM
GreenCom, pp. 205-212, Hangzhou, China, Dec. 2010. (Best Paper Award)
- M.
Qiu (with H. Huang, G. Quan, J. Fan),
Throughput Maximization for Periodic Real-Time Systems under the
Maximal Temperature Constraint, accepted in IEEE/ACM Design Automation Conference (DAC), San Diego,
CA, USA, Jun. 2011.
- J. Li, M. Qiu, J. Niu,
and T. Chen, Battery-Aware Task Scheduling in Distributed Mobile
Systems with Lifetime Constraint Systems, in IEEE ASP-DAC, pp. 743-748, Yokohama, Japan, Jan. 2011.
- M. Qiu, (with Z. Zheng, Y. Zhu, X. Wang, Z. Que, T. Huang, X. Yin, H. Wang, G.
Rong), Revealing Feasibility of FMM on
ASIC: Efficient Implementation of N-Body Problem on FPGA, in IEEE CSE, pp. 132-139, Hong Kong,
Dec. 2010. (Best Paper Award).
- M. Qiu, (with Y. Guo, Q. Zhuge, J. Hu, E.
H.-M. Sha), “Optimal Data Allocation for Scratch-Pad Memory
on Embedded Multi-core Systems”, in IEEE
ICPP, pp. 464-471, Taipei, Taiwan, Sep. 2011.
- M. Qiu, L. Zhang, and E. H.-M. Sha, ILP Optimal Scheduling
for Multi-Module Memory, in IEEE/ACM
CODES+ISSS, Grenoble, France, pp.277-286, Oct. 2009.
- M. Qiu, L. T. Yang, and E. H.-M. Sha, Rotation Scheduling and Voltage Assignment to Minimize
Energy for SoC, in IEEE Embedded and Ubiquitous Computing
(EUC+CSE), Vancouver, Canada,
pp.48-55, Aug. 2009. (Best Paper Award).
- M. Qiu (with J. Hu, C. Xue, W. Tseng, Yi He, and E. H.-M.
Sha), Reducing Write Activities on Non-volatile Memories in
Embedded CMPs via Data Migration and Re-computation, in IEEE/ACM
Design Automation Conference (DAC), pp. 350-355, Anaheim,
California, USA, Jun. 2010.
- S. Liu and M.
Qiu, Thermal-Aware Scheduling for Peak Temperature
Reduction with Stochastic Workloads, in IEEE/ACM
RTAS WIP, Stockholm, Sweden, pp. 53-56, Apr. 2010.
- M. Qiu, C. Xue, Z. Shao,
and E. H.-M. Sha, Energy Minimization with Soft Real-time and DVS for
Uniprocessor and Multiprocessor Embedded Systems, in IEEE/ACM
Design, Automation and Test in Europe (DATE) , Acropolis, Nice,
France, April 16-20, 2007.
- M. Qiu, H. Li, E. H.-M. Sha, and M. Liu, Heterogeneous
Real-Time Embedded Software Optimization Considering Hardware Platform,
in ACM SAC, Honolulu, Hawaii,
vol. 3, pp 1637-1641, Mar. 2009.
- C. Xue, E. H.-M. Sha, Z. Shao and M.
Qiu, Effective Loop Partitioning and Scheduling under Memory and
Register Dual Constraints, in Proc.
ACM/IEEE Design, Automation and Test in Europe (DATE), Munich,
Germany, pp.1202-1207,Mar. 10-14, 2008.
- M. Qiu, G. Wu, C. Xue, J. Hu, W.
Tseng, and E. H.-M. Sha, Energy
Minimization and Latency Hiding for Heterogeneous Parallel Memory Modules, the IEEE
15th International Conference on Parallel and Distributed Systems (ICPADS),
Shenzhen, China, pp.
504-510, Dec. 2009.
- M. Qiu, and J.
Wu, Loop Scheduling and Assignment with Prefetching to
Minimize Energy while Hiding Memory Latencies, in ACM
GLSVLSI , Orlando, Florida, May 2008.
- M. Qiu, J. Wu, C. Xue, J. Hu, J.
Tseng, E. H.-M. Sha, Loop Scheduling and Assignment to Minimize Energy
while Hiding Latency for Heterogeneous Multi-Bank Memory, in IEEE International Conference on Field
Programmable Logic and Applications (FPL 2008), pp. 459-462, Heidelburg, Germany, Sep. 2008.
- J. Li, M. Qiu, J. Niu, W. Gao, Z. Zong, and X. Qin, Feedback
Dynamic Algorithms for Preemptable Job Scheduling in Cloud Systems, in
Proc. IEEE/WIC/ACM International
Conference on Web Intelligence,
pp. 561-564, Toronto, Canada, Sep. 2010.
- M. Qiu, J. Deng, and E. H.-M. Sha, Failure Rate
Minimization with Multi-FU Scheduling for Heterogeneous WSN, in IEEE GlobeCom,
New Orleans, LA, pp. 5213-5217, Dec. 2008.
- M. Qiu and E. H.-M. Sha, Energy Minimization with Bank-Type
Assignment for Heterogeneous Multi-Bank Memory, in IEEE VLSI-SoC, Rhodes Islands,
Greece, pp 493-496, Oct. 2008.
- M. Qiu, J. Wu, F. Hu, S. Liu, and L. Wang, Voltage
Assignment for Soft Real-Time Embedded Systems with Continuous Probability
Distribution, IEEE RTCSA, Beijing, China, pp.413-418,
Aug. 2009.
- M. Qiu, and E.
H.-M. Sha, Energy-Aware Online Algorithm to Satisfy Sampling Rates
with Guaranteed Probability for Sensor Applications , in Proc.
International Conference on High Performance Computing and Communications
(HPCC-07) , Houston, USA, Sep. 2007.
- M. Qiu, C. Xue, Q. Zhuge, Z.Shao, M. Liu, and E. H.-M. Sha, Voltage Assignment and Loop Scheduling for Energy
Minimization while Satisfying Timing Constraint with Guaranteed Probability,
in IEEE 17th International Conference on Application-specific Systems, Architectures and
Processors (ASAP) , Steamboat Springs, Colorado, pp. 178-181,
September 11-13, 2006.
- M. Qiu, C. Xue, Z. Shao,
Q. Zhuge, M. Liu, and E. H.-M. Sha, Efficient Algorithm of Energy Minimization for
Heterogeneous Wireless Sensor Network, in Proc. 2006
IEEE/IFIP International Conference on Embedded And Ubiquitous Computing
(EUC'2006), Lecture Note in Computer Science (LNCS), Springer, Korea,
Aug 2006
- M. Qiu, K.
Zhang, and M.L. Huang, An Empirical Study of Web Interface Design on Small
Display Devices, in Proc. 2004 IEEE/WIC/ACM
International Conference on Web Intelligence, , Beijing, China, 20-24
September 2004, IEEE CS Press, pp.29-35. (accept rate: 15%) ISBN
0-7695-2100-2, IEEE Computer Society Publisher.[Slides] [First Page]
- M. Qiu, G.L
Song, J. Kong, and K. Zhang, Spatial Graph Grammars for Web Information
Transformation , in Proc. VL2003 - 2003 IEEE Symposium
on Visual/Multimedia Languages , Auckland, New Zealand, 28-31 October
2003, IEEE CS Press, pp.84-91. (accept rate: 20%) [First Page]
- J. Kong, M. Qiu,
and K. Zhang, Authoring Multimedia Documents Through Grammatical
Specifications , in Proc. ICME2003 - 2003 IEEE
International Conference on Multimedia & Expo , Baltimore, USA,
6-9 July, 2003, IEEE CS Press, pp.629-632. [First Page]
- K. Zhang, J. Kong, M.
Qiu, Multimedia Layout Adaptation Through Grammatical
Specifications , Technical Report , UTDCS-08-03,
University Of Texas at Dallas, 2003. [First Page] [First Page]
Disclaimer:
Papers are provided on this page for the sole purpose of timely information dissemination,
and the copyrights belong to the corresponding publishers unless otherwise
stated in the papers.
Research
Our research is
supported by NSF, Office of Naval Research (ONR), etc.
Teaching Experience
- Cyber Security
- AI and Machine Learning
- Mobile App Development with
Android
- Reinforcement Learning
- Cloud Computing
- Computer and Web Security
- System Software and Operating Systems
- Embedded Systems
- Optimization of Embedded
Computing Systems
- Microcomputer Systems Design
- Microcontroller II
- Introduction to VLSI Design
- HDL Chip Design
Students Graduated
- Keke Gai, Ph.D. Associate
Professor of Beijing Institute of Technology, 2017
- Wenyun Dai, Ph.D. Assistant
Professor, Fairleigh Dickinson University, NJ, USA, 2018
- Longbin Chen, Ph.D. IBM, 2019
- Han Qiu, Ph.D. Telecom Paris
University, Paris, France, 2018
- Jiayin Li,
Ph.D. May 2012, Energy-Aware
Optimization for Embedded Systems with Chip Multiprocessor and
Phase-Change Memory. M.S. and B.S. from Huazhong University of
Science and Technology, won Kentucky Opportunity
Fellowship Award 2011 for high academic
potential (only 1 Ph.D. student in College of Engineering).
- Zixiang Wang, Ph.D. 2014
- Jihe Wang, Ph.D. 2014, Associate Professor
- Sam
Elnagdy, DPS, Pace University, 2017
- Jianning Liu, M.S., University of Kentucky,
2011, first job: Cummins Inc. at Columbus, IN.
- Jiande Wu, M.S. from University of New
Orleans in 2009.
- Zhi Chen, M.S., University of Kentucky, 2013
Current Students
- Daniel Bivins, Ph.D. student
- Avery Leider, Ph.D. student
- Andrew Burke, Ph.D. student
- Ning Yang, Ph.D. student
- Sukun Li, Ph.D. student
- Zi Wang, Ph.D. student
- Ji Jiang, Ph.D. student
- Tian Xie, Ph.D. student
- Yu Wang, Ph.D. student
Editor
· Associate
Editor of IEEE
Transactions on Computer (TC)
- Associate editor and board
member of IEEE Transactions on Cloud Computing (TCC)
- Guest editor of IEEE Transactions on Cloud Computing
(TCC), Special issue
on Security and Privacy Protection of Clouds, submission date:
Oct. 15, 2014
- Guest editor of ACM Transactions on Embedded System (TECS)
- Guest editor of IEEE Transactions on Smart Grid (TSG)
- Guest editor of IEEE Transactions on Dependable and Security
Computing (TDSC)
- Guest editor of Computer Journal (Oxford), Special issue on Green Energy
Management and Smart Grid, 2014
- Associate editor of Journal of Signal Processing Systems (JSPS), Springer
- Associate editor of International Journal of
Parallel, Emergent and Distributed Systems (IJPEDS)
- Associate editor of International Journal of Embedded Computing (JEC).
- Associate editor of International Journal of Multimedia and
Ubiquitous Engineering (IJMUE), in charge of embedded systems area.
- Guest
editor of Journal of Signal Processing
Systems (JSPS), Springer, Special issue on Green and Cloud Computing,
2013
Panel
· NSF Panel 2008, 2009, 2011, 2012, 2013, 2014, 2015, 2016, 2017,2018, 2019,
2020
· DOE Panel 2009, 2010
Program Committee
·
General Chair of ICA3PP 2020, Oct. 1-3rd,
2020, New York, USA.
·
General Chair of IEEE CSCloud/EdgeCom 2020, Aug. 1-3rd, New York, USA
·
Panel Chair of IEEE ICDE 2020, Apr. 2020, Dallas,
USA
·
General Chair of IEEE CSE/EUC 2019, Aug. 1-3rd,
2019, New York, USA
·
General Chair of IEEE TrustCom/BigDataSE 2018, Aug. 1-3rd, 2018,
New York, USA.
·
General Chair of IEEE CSCloud/SSC 2018,
Jun. 22-24th, 2018, Shanghai, China
·
General Chair of IEEE BigDataSecurity/HPSC/IDS
2018, May 3-5th, 2018, Omaha, USA.
·
General Chair of SmartCom 2017
(Springer), Dec. 10-12th, 2017, Shenzhen, China
·
General Chair of the IEEE
SmartCloud 2017, Nov. 3-5th,
2017, Columbia University, Manhattan, New York, USA
·
General Chair of the 9th International
Conference on Network and System Security (NSS 2015), Manhattan
NYC, Nov 3-5th, 2015
·
General Chair of IEEE
HPCC/ICESS/CSE 2015, Manhattan NYC, August 24-26th, 2015
·
Program Chair of the 9th IEEE SOSE/MobileCloud/BigData 2015), San Francisco, Mar. 30-Apr.3, 2015.
· Program
Chair of 8th IEEE International Conference on Embedded Computing, Dalian,
China, Sep. 25-27, 2009 (EmbeddedCom-09).
· Program
Chair of The Fourth International conference on Embedded and Multimedia
Computing (EM-Com 2009), Jeju, Korea, December 10 -
12, 2009.
· Vice
Program Chair of the 11th IEEE Conference on Computational Science and
Engineering (CSE 08), Brazil, 2008
· Publicity
Chair, The Fifth IEEE International Symposium on Embedded Computing, (SEC
2008), Beijing, China, October 6-9, 2008
· Program
Chair of the 3rd IEEE ESO workshop, Shanghai, China, Dec. 2008
· Publication
Chair of the 15th IEEE International Conference on Embedded and Real-Time
Computing Systems and Applications (RTCSA 2009).
· Publicity
Chair of The 2011 IEEE/ACM International Conference on
Green Computing and Communications (GreenCom 2011),
Chengdu, Sichuan, China, August 1-3, 2011.
· Track Chair
(Power-Aware Computing track) of 9th IEEE/IFIP International Conference on
Embedded and Ubiquitous Computing (EUC-11), Melbourne, Australia, on October
24-26, 2011.
·
Track/Vice
chair (Embedded Computing and Systems) of FCST-11, Changsha, China, Nov. 16-18,
2011.
·
Program
Committee of the 16th
IEEE International Conference on Embedded and Real-Time Computing Systems and
Applications (RTCSA), Japan,
2011.
·
Publication
Chair of 11th International Conference on Algorithms and Architectures for
Parallel Processing (ICA3PP), Melbourne, Australia, October 24-26, 2011.
·
Program
Committee of the 2012 International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Seoul,
Korea, Aug. 2012.
·
Program Committee of the 10th IEEE/IFIP
International Conference on Embedded and Ubiquitous Computing (EUC-12).
·
Program Committee of the 2nd International
Conference on Smart Grids and Green IT Systems (SMARTGREENS),
Aachen, German, May 2013.
·
Program Committee of IEEE 38th International
Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, May
2013.
Reviewer
Journals
- IEEE Transactions on Computer (TOC)
- IEEE Transactions on Parallel
and Distributed Systems (TPDS)
- IEEE Transactions on Cloud Computing
(TCC)
- IEEE Transactions on Dependable and Secure Computing (TDSC)
- ACM Transactions on Design
Automation of Electronic Systems (TODAES)
- ACM Transactions on Embedded
Computing Systems (TECS)
- IEEE Transactions on CAD (TCAD)
- IEEE Transactions on Smart
Grid (TSG)
- IEEE Transactions on Circuits and Systems (TCS)
- IEEE Transaction on Very Large Scale
Integration Systems (TVLSI)
- Journal of Parallel and Distributed Computing (JPDC)
- Journal of VLSI Signal
Processing (JSPS)
- Computer Journal (Oxford) (CJ)
- IEEE Computer Magazine
- IEEE Communication Magazine
- IEEE Cloud Computing Magazine
- Journal of Supercomputing (JOS)
Conference
- IEEE/ACM Design Automation
Conference (DAC)
- IEEE Real-time Systems
Symposium (RTSS)
- ACM/IEEE International
Conference on Hardware/Software Co-design and System Synthesis (CODES +
ISSS)
- IEEE GlobeCom
Member of
Associations & Awards
- IEEE TCSC 2018 Middle Career Award (Excellent
Researcher), from IEEE Computer Society.
- IEEE TCSC 2016 Most Influential Journal Paper Award, from IEEE Computer Society. Phase-Change
Memory Optimization for Green Cloud with Genetic Algorithm, IEEE
Transactions on Computers
- IEEE
TCSC
2019 Most Influential Conference Paper Award, from IEEE Computer Society, Cost Minimization for Heterogeneous Systems
with Gaussian Distribution Execution Time”, IEEE HPCC, 2015
- NSF
CNS Awards (Multiple)
- Naval Summer Faculty
Award, summer,
2012
- Air Force Summer Faculty Award, AFRL/RX Wright
Patterson AF Base, Dayton, OH, summer, 2009
- NSF SECuR-IT
Fellowship in the program of TRUST (Team for Research in Ubiquitous
Secure Technologies), research topic Security of Kilo-Core Processor,
at Stanford University and University of California, Berkeley, 2007
- ACM Distinguished Member
(Association for Computing Machinery) since 2019
- IEEE Senior Member (Institute of
Electrical and Electronics Engineers) since 2007
- Chunhui Award for Outstanding
Oversea Chinese Scholar
- Who's Who in America, 2011 (Marquis)
- Who's Who in Engineering
Higher Education, 2010
- Board member, SJTU Alumni Association at Dallas - Fort
Worth area
- Activity Coordinator, FACSS (Friendship Association of Chinese
Students and Scholars) at UT Dallas
Talks
I have given
talks to more than 100 different
Universities in US and worldwide. I have presented papers at more
than 60 different conferences, for
example,
- Keynote: “Smart Energy-Aware Data Allocation for Heterogeneous
Memory,” 20th
IEEE High Performance Computing and Communications (HPCC), Exeter, UK,
6/28/2018- 6/30/2018
- Keynote:
“Smart Energy-Aware Data Allocation for Heterogeneous Memory,” The
11thInternational Conference on Knowledge Science, Engineering and
Management (KSEM 2018), Changchun,8/17/2018-8/19/2018
- “Heterogeneous
Assignment of Functional Units with Gaussian Execution Time on a Tree”, IEEE
HPCC, Exeter, UK, June 2018 (Best Paper Award)
- “Smart Energy-Aware Data
Allocation for Heterogeneous Memory”, the 18th IEEE HPCC 2016,
Dec. 2016, Sydney, Australia, Best
Student Paper award.
- “Privacy Protection for Preventing Data Over-Collection in Smart
City”, Yale University, Oct. 2016, USA
- “Cyber Security and Resource Scheduling in Cloud
Systems”, Department of Computer Science and Cyber Security
Center, University of Oxford, Apr. 8, 2014, Oxford, UK.
- “Security in Mobile Cloud
Systems”, Department of Computer Science, University of California
Riverside, Mar. 31, 2014, Riverside, CA, USA.
- “Trust Computing Framework”, The 1st International Workshop on Cyber Security and Cloud Computing (CSCC 2014), in conjunction with The 2014 IEEE
International Symposium on Service Oriented System Engineering (SOSE 2014),
Apr. 7 - 11, 2014, Oxford, UK
- “Security for Mobile Embedded
Systems”, Department of Computer Science, Temple University, Oct. 8, 2013,
Philadelphia, Pennsylvania, USA.
- “Design and Optimization of
Traffic Balance Broker for Cloud-Based Telehealth Platform”, The 6th IEEE/ACM International
Conference on Utility and Cloud Computing, Dresden, Germany, Dec.
9-12, 2013
- “Towards Power-Efficient
Smartphones by Energy-Aware Dynamic Task Scheduling”, in IEEE
International Conference on Embedded Software and Systems (ICESS),
Liverpool, UK, 25-27 June 2012, (Best Paper Award).
- “SPM-Aware Scheduling for Nested Loops in CMP Systems,” Proc.
IEEE RTSS,
San Juan, Puerto
Rico, Dec. 2012
- “ILP Security Optimization
Method for Embedded Systems with Timing Constraints”, in ACM Cyber Security and Information
Intelligence Research Workshop (CSIIRW), Oak Ridge National
Laboratory, TN, USA, Oct. 2011.
- "Energy-Aware Loop
Parallelism Maximization for Multi-Core DSP Architectures", IEEE/ACM
GreenCom, Hangzhou, China, Dec. 2010. (Best
Paper Award)
- “Rotation Scheduling and
Voltage Assignment to Minimize Energy for SoC”, in IEEE EUC+CSE, Vancouver, Canada,
Aug. 2009. (Best Paper Award).
- “ILP Optimal Scheduling for
Multi-Module Memory”, in IEEE/ACM CODES+ISSS 2009, Grenoble, France, Oct.
2009.
- “Loop Scheduling and
Assignment to Minimize Energy while Hiding Latency for Heterogeneous
Multi-Bank Memory”, in IEEE International Conference on Field Programmable
Logic and Applications (FPL 2008), Heidelburg,
Germany, Sep. 2008.
- “Loop Scheduling and Assignment
with Prefetching to Minimize Energy while Hiding Memory Latencies”, in ACM
Great Lakes Symposium on VLSI (GLSVLSI), Orlando, Florida, May 4-6, 2008.
- “Voltage Assignment and
Scheduling with Probability via Rotation Scheduling”, presentation in IEEE
17th International Conference on Application-specific Systems,
Architectures and Processors (ASAP), Steamboat Springs, Colorado, Sep. 2006.
"Rapidity
is the essence of war."--Sun Tzu, the nine situations (19)
Last modified Jan. 2020.