Jinhua Guo, Ph.D.

Associate Professor, Computer and Information Science
Jinhua Guo
College of Engineering and Computer Science
Computer and Information Science
jinhua@umich.edu
313-583-6439
211 Computer and Information Science Building | 4901 Evergreen Road | Dearborn, MI 48128
schedule Tues & Thurs: 2:00 PM 鈥� 3:50 PM (In Person), Wed: 5:00 PM 鈥� 6:00 PM (ZOOM, registration required), or by appointments
link

Teaching Areas:

Computer and Information Science, Cybersecurity and Information Assurance, Economics and Computation

Research Areas:

Automotive Engineering, Computing and Networks, Cybersecurity, Machine Learning, Optimization, and Intelligent Systems

Biography and Education

Education

  • Ph.D., University of Georgia
  • M.Eng., Dalian University of Technology
  • B.Eng., Dalian University of Technology

Teaching and Research

Courses Taught

Selected Publications

  1. J. Liu and J. Guo, 鈥淓nergy Efficient Scheduling of Real-Time Tasks on Multi-core Processors with Voltage Islands,鈥� Future Generation Computer Systems, Elsevier, Vol. 56, pp. 202-210, 2016.
  2. V. Singh and J. Guo, 鈥淚mproving Service Levels Using Internet of Things Infrastructure in Data Centers,鈥� Proceedings of the 2nd IEEE International Conference on Smart Computing (SMARTCOMP 2016), St. Louis, Missouri, May 2016.
  3. J. Liu and J. Guo, 鈥淭raffic Aware Virtual Machine Packing in Cloud Data Centers,鈥� Proceedings of the 2nd IEEE International Conference on High Performance and Smart Computing (IEEE HPSC 2016), New York, 2016.
  4. J. Liu and J. Guo, 鈥淰oltage Island Aware Energy Efficient Scheduling of Real-Time Tasks on Multi-core Processors,鈥� Proceedings of the 11th IEEE International Conference on Embedded Software and Systems (ICESS 2014), pp. 645-652, 2014.
  5. K. Liu, J. Guo, N. Lu, F. Liu, X. Wang, P. Wang, 鈥淩AMC: A RSU-Assisted Multi-Channel Coordination MAC Protocol for VANET,鈥� IEICE Transactions on Communications, Vol. 94-B (1), pp. 203-214, 2011.
  6. J. Guo, L. Yang, 鈥淐AR: Context-Aware Routing for Vehicular Ad hoc Networks,鈥� IJEI: International Journal of Engineering and Industries, Vol. 1 (1), pp. 10-29, December 2010.
  7. Z.J. Shi and J. Guo, 鈥淕lobal Convergence of Conjugate Gradient Method,鈥� Optimization, Taylor and Francis, Volume 58, Issue 2 (2009), pp. 163-179.
  8. Z.J. Shi and J. Guo, 鈥淎 New Family of Conjugate Gradient Methods,鈥� Journal of Computational and Applied Mathematics, Elsevier.  Volume 224, Number 1 (February 2009), pp. 444-457.
  9. Z.J. Shi and J. Guo, 鈥淎 new algorithm of nonlinear Conjugate gradient method with strong convergence,鈥� Computational and Applied Mathematics. vol. 27, no. 1, 2008, pp. 93-106.
  10. Z.J. Shi and J. Guo, 鈥淪ome Extensions of Trust Region Method,鈥� Pacific Journal of Optimization. Volume 3, Number 3 (September 2007), pp. 539-554.
  11. J. Guo, 鈥淐onsistency Verification in Transaction-based Optimistic Steering of Distributed Computations,鈥� International Journal of Parallel, Emergent, and Distributed Systems, Taylor and Francis, Volume 21, Number 6 (2006), pp. 385-404.
  12. J. Guo and J.P. Baugh, 鈥淪ecurity and Privacy in Vehicle Safety Communication Applications,鈥� SAE 2006 Transactions Journal of Passenger Cars: Electronic and Electrical Systems, Volume 115, Number 7 (2006), pp. 721-727.
  13. J. Guo, W. Xiang, S. Wang, 鈥淩einforce Networking Theory with OPNET Simulation,鈥� Journal of Information Technology Education, Volume 6 (2007), pp. 215-226.
  14. J. Guo and T. Taha, 鈥淧arallel Implementation of the Split-step Fourier Method and the Pseudospectral Method For Solving Higher KdV Equation,鈥� Mathematics and Computers in Simulation, Elsevier, Volume 62, Number 1 (2003), pp. 41-51.
  15. E. Kraemer, J. Wang, J. Guo, S. Hopkins, and J. Arnold, 鈥淎n Analysis of Gene-Finding Programs for Neurospora Crassa,鈥� Bioinformatics, Volume 7, Number 10 (2001), pp. 901-912.

Awards and Recognition

  • NSF Grant: co-PI, 鈥淓DU: Collaborative: Enhancing Pervasive and Mobile Computing Security Education with Research Integration,鈥� US National Science Foundation, 2014鈥�2016 (PI: D. Ma).
  • Amazon: PI, 鈥淎mazon AWS in Education Coursework Grant award,鈥� 2012-2015, in AWS credits.
  • NSF Grant: PI, 鈥淎cquisition of Instruments for Mobile Computing Research in the Context of Automotive Applications,鈥� US National Science Foundation, 2005鈥�2010 (co-PIs: H. Abdu, K. Akingbehin, N. Patel, W. Xiang, and Q. Zhu; Senior Person: P. Richardson).
  • Chrysler Research Grant: PI, 鈥淒eveloping a Delay Tolerant Networking Convergence Layer for Vehicular Internet,鈥� Chrysler LLC/Brightstar Corp, 2008 鈥� 2009.
  • IAVS Grant: PI, 鈥淥ptimizing Traffic Flow Management, Topology Control, and Virtual Machine Placement in Cloud Data Centers,鈥� 2014 (co-PI: D. Ma)
  • OVPR: PI, 鈥淚ncreasing Broadcast Reliability in Vehicular Ad Hoc Networks,鈥� 2006 鈥� 2007.
  • Rackham: PI, 鈥淒evelopment of Routing Protocols for Vehicular Ad hoc Networks,鈥� 2004 鈥� 2005.
  • CEEP: PI, 鈥淪ecure and Privacy-Preserving Inter-Vehicle Communication Framework,鈥� 2006 鈥� 2008.