Shiqiang Wang  Shiqiang Wang photo         

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA
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Professional Associations

Professional Associations:  IEEE

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Shiqiang Wang received his Ph.D. from the Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom, in 2015. Before that, he received his M.Eng. and B.Eng. degrees at Northeastern University, China, in 2011 and 2009, respectively. He joined IBM T. J. Watson Research Center in 2016 as a Research Staff Member, where he was also a Graduate-level Co-op in the summers of 2014 and 2013. In the fall of 2012, he was at NEC Laboratories Europe, Heidelberg, Germany. His current research focuses on theoretical and practical aspects of mobile edge computing, cloud computing, and machine learning. He has over 40 scholarly publications. Dr. Wang currently serves as an associate editor of IEEE Access. He also served as a technical program committee (TPC) member of several international conferences such as IEEE GLOBECOM, IEEE ICC, IEEE VTC, and as a reviewer for a number of international journals and conferences. He received the 2015 Chatschik Bisdikian Best Student Paper Award of the Network and Information Sciences International Technology Alliance (ITA), and the student travel grants of IFIP Networking 2015, IEEE MILCOM 2014, and IEEE GLOBECOM 2013. He was recognized as an exemplary reviewer of the IEEE Transactions on Communications in 2017.

Google Scholar profile: http://scholar.google.com/citations?user=kA_vmOcAAAAJ&hl=en

LinkedIn page: https://www.linkedin.com/in/shiqiang-wang-6990572b

Old webpage at Imperial College (no longer updated): http://www.commsp.ee.ic.ac.uk/~sw4410/

 

Publications (selected sublist)

Copyright notice: All the manuscripts posted on this site are the authors' own versions, for which electronic posting is allowed by each publisher's policy. The published version (if available) can be found using the DOI link for each paper.

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For ACM publications: © {Owner/Author | ACM} {Year} (see details inside each paper below). This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in {Source Publication}, http://dx.doi.org/10.1145/{number} (see details for each paper below).

For other publications: Separate notices appear inside each document.

 

Thesis:

• S. Wang, Dynamic service placement in mobile micro-clouds, Ph.D. Thesis, Imperial College London, 2015.

 

Journals:

• T. Zhao, I.-H. Hou, S. Wang, K. Chan, “ReD/LeD: An asymptotically optimal and scalable online algorithm for service caching at the edge,” IEEE Journal on Selected Areas in Communications, accepted for publication, May 2018. [DOI]

• A. Machen, S. Wang, K. K. Leung, B. J. Ko, and T. Salonidis, “Live service migration in mobile edge clouds,” IEEE Wireless Communications, vol. 25, no. 1, pp. 140 – 147, Feb. 2018. [DOI]

• T. He, E. N. Ciftcioglu, S. Wang, K. Chan, “Location privacy in mobile edge clouds: a chaff-based approach,” IEEE Journal on Selected Areas in Communications, vol. 35, no. 11, pp. 2625 – 2636, Nov. 2017. [DOI]

• S. Wang, R. Urgaonkar, T. He, K. Chan, M. Zafer, and K. K. Leung, “Dynamic service placement for mobile micro-clouds with predicted future costs,” IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 4, pp. 1002 – 1016, Apr. 2017. [DOI]

• S. Wang, M. Zafer, and K. K. Leung, “Online placement of multi-component applications in edge computing environments,” IEEE Access, vol. 5, pp. 2514 – 2533, Feb. 2017. [DOI]

• F. Wang, L. Guo, S. Wang, Q. Song, A. Jamalipour, “Approaching single-hop performance in multi-hop networks: end-to-end known-interference cancellation (E2E-KIC),” IEEE Transactions on Vehicular Technology, vol. 65, no. 9, pp. 7606 – 7620, Sept. 2016. [DOI]

• R. Urgaonkar, S. Wang, T. He, M. Zafer, K. Chan, and K. K. Leung, “Dynamic service migration and workload scheduling in edge-clouds,” Performance Evaluation, vol. 91, pp. 205 – 228, Sept. 2015. (Accepted directly through IFIP Performance 2015) [DOI]

• Q. Song, L. Guo, F. Wang, S. Wang, and A. Jamalipour, “MAC-centric cross-layer collaboration: a case study on physical-layer network coding,” IEEE Wireless Communications, vol. 21, no. 6, pp. 160 – 166, Dec. 2014. [DOI]

• Y. Huang, S. Wang, Q. Song, L. Guo, and A. Jamalipour, “Synchronous physical-layer network coding: a feasibility study,” IEEE Transactions on Wireless Communications, vol. 12, no. 8, pp. 4048 – 4057, Aug. 2013. [DOI]

• S. Wang, Q. Song, X. Wang, and A. Jamalipour, “Distributed MAC protocol supporting physical-layer network coding,” IEEE Transactions on Mobile Computing, vol. 12, no. 5, pp. 1023 – 1036, May 2013. [DOI]

• F. Wang, S. Wang, Q. Song, and L. Guo, "Adaptive relaying method selection for multi-rate wireless networks with network coding," IEEE Communications Letters, vol. 16, no. 12, pp. 2004 – 2007, Dec. 2012. [DOI]

• Q. Song, Z. Ning, S. Wang, and A. Jamalipour, "Link stability estimation based on link connectivity changes in mobile ad-hoc networks," Journal of Network and Computer Applications, vol. 35, no. 6, pp. 2051 – 2058, Nov. 2012. [DOI]

• S. Wang, Q. Song, X. Wang, and A. Jamalipour, “Rate and power adaptation for analog network coding,” IEEE Transactions on Vehicular Technology, vol. 60, no. 5, pp. 2302 – 2313, June 2011. [DOI]

 

Conferences:

• T. Tuor, S. Wang, K. K. Leung, and K. Chan, "Distributed machine learning in coalition environments: overview of techniques," in 21st International Conference on Information Fusion (FUSION), July 2018. [DOI]

• T. He, H. Khamfroush, S. Wang, T. La Porta, and S. Stein, "It's hard to share: joint service placement and request scheduling in edge clouds with sharable and non-sharable resources," in IEEE International Conference on Distributed Computing Systems (ICDCS), July 2018 (acceptance rate: 20%). [DOI]

• S. Wang, T. Tuor, T. Salonidis, K. K. Leung, C. Makaya, T. He, and K. Chan, "When edge meets learning: adaptive control for resource-constrained distributed machine learning," in IEEE INFOCOM, Apr. 2018 (acceptance rate: 19.2%). [DOI]

• T. Tuor, S. Wang, T. Salonidis, B. J. Ko, and K. K. Leung, "Demo abstract: distributed machine learning at resource-limited edge nodes," in IEEE INFOCOM, Apr. 2018. [DOI]

• S. Pasteris, S. Wang, C. Makaya, K. Chan, and M. Herbster, "Data distribution and scheduling for distributed analytics tasks," in Workshop on Distributed Analytics InfraStructure and Algorithms for Multi-Organization Federations (DAIS), Aug. 2017. [DOI]

• T. He, E. N. Ciftcioglu, S. Wang, and K. Chan, "Location privacy in mobile edge clouds," in Proc. of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS), short paper, Jun. 2017. [DOI]

• D. Verma, B. J. Ko, S. Wang, X. Wang, and G. Bent, "Audio analysis as a control knob for social sensing," in Proc. of the 2nd International Workshop on Social Sensing (SocialSens'17), Apr. 2017. [DOI]

• S. Wang, J. Ortiz, "Non-negative matrix factorization of signals with overlapping events for event detection applications," in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar. 2017. [DOI]

• B. J. Ko, J. Ortiz, T. Salonidis, M. Touma, D. Verma, S. Wang, X. Wang, D. Wood, “Demo abstract: acoustic signal processing for anomaly detection in machine room environments,” in Proc. of ACM BuildSys 2016. [DOI]

• A. Machen, S. Wang, K. K. Leung, B. J. Ko, T. Salonidis, "Poster: migrating running applications across mobile edge clouds," in Proc. of ACM MobiCom 2016. [DOI]

• I.-H. Hou, T. Zhao, S. Wang, K. Chan, "Asymptotically optimal algorithm for online reconfiguration of edge-clouds," in Proc. of ACM MobiHoc 2016 (acceptance rate: 18.7%). [DOI]

• S. Wang, K. Chan, R. Urgaonkar, T. He, and K. K. Leung, "Emulation-based study of dynamic service placement in mobile micro-clouds," in Proc. of IEEE MILCOM 2015, Oct. 2015. [DOI]

• R. Urgaonkar, S. Wang, T. He, M. Zafer, K. Chan, and K. K. Leung, "Dynamic service migration and workload scheduling in edge-clouds," in Proc. of IFIP Performance 2015, Oct. 2015 (acceptance rate: 28.40%). [DOI]

• Y. Yang, S. Wang, Q. Song, L. Guo, and A. Jamalipour, "Double auction and negotiation for dynamic resource allocation with elastic demands," in Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2015, Aug. – Sept. 2015. [DOI]

• S. Wang, R. Urgaonkar, K. Chan, T. He, M. Zafer, and K. K. Leung, "Dynamic service placement for mobile micro-clouds with predicted future costs," in Proc. of IEEE International Conference on Communications (ICC) 2015, Jun. 2015. [DOI]

• F. Wang, L. Guo, S. Wang, Y. Yu, Q. Song, and A. Jamalipour, "Almost as good as single-hop full-duplex: bidirectional end-To-end known interference cancellation," in Proc. of IEEE International Conference on Communications (ICC) 2015, Jun. 2015. [DOI]

• S. Wang, R. Urgaonkar, M. Zafer, T. He, K. Chan, and K. K. Leung, "Dynamic service migration in mobile edge-clouds," in Proc. of IFIP Networking 2015, May 2015 (acceptance rate: 23.27%). [DOI]

• S. Wang, R. Urgaonkar, T. He, M. Zafer, K. Chan, and K. K. Leung, "Mobility-induced service migration in mobile micro-clouds," in Proc. of IEEE MILCOM 2014, Oct. 2014. [DOI]

• L. Zhang, Y. Yu, F. Huang, Q. Song, L. Guo, and S. Wang, "Deadline-aware adaptive packet scheduling and transmission in cooperative wireless networks," in Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2014, Sept. 2014. [DOI]

• F. Wang, Q. Song, S. Wang, and L. Guo, "Rate and power adaptation for physical-layer network coding with M-QAM modulation," in Proc. of IEEE International Conference on Communications (ICC) 2014, Jun. 2014. [DOI]

• S. Wang, L. Le, N. Zahariev, and K. K. Leung, "Centralized rate control mechanism for cellular-based vehicular networks," in Proc. of IEEE Global Communications Conference (GLOBECOM) 2013, Dec. 2013. [DOI]

• F. Huang, S. Wang, Q. Song, L. Guo, and A. Jamalipour, "Joint encoding and node-pair grouping for physical-layer network coding," in Proc. of IEEE Global Communications Conference (GLOBECOM) 2013, Dec. 2013. [DOI]

• F. Wang, Q. Song, S. Wang, L. Guo, and A. Jamalipour, "MAC protocol supporting physical-layer network coding with overhearing," in Proc. of IEEE Global Communications Conference (GLOBECOM) 2013, Dec. 2013. [DOI]

• S. Wang, G.-H. Tu, R. Ganti, T. He, K. K. Leung, H. Tripp, K. Warr, and Murtaza Zafer, "Mobile micro-cloud: application classification, mapping, and deployment," in Annual Fall Meeting of the ITA, Oct. 2013.

• S. Wang, Q. Song, L. Guo, and A. Jamalipour, "Constellation mapping for physical-layer network coding with M-QAM modulation," in Proc. of IEEE Global Communications Conference (GLOBECOM) 2012, Dec. 2012. [DOI]

• Y. Huang, Q. Song, S. Wang, and A. Jamalipour, "Phase-level synchronization for physical-layer network coding," in Proc. of IEEE Global Communications Conference (GLOBECOM) 2012, Dec. 2012. [DOI]

• Y. Huang, Q. Song, S. Wang, and A. Jamalipour, "Symbol error rate analysis for M-QAM modulated physical-layer network coding with phase errors," in Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2012, Sept. 2012. [DOI]

• S. Wang, Q. Song, J. Feng, and X. Wang, “Predicting the link stability based on link connectivity changes in mobile ad hoc networks,” in Proc. of IEEE International Conference on Wireless Communications, Networking and Information Security (WCNIS) 2010, vol. 2, pp. 409 – 414, 2010.

• S. Wang, M. Wang, H. Hong, and Y. Ma, “Environmental monitoring system based on sensor networks using multi-channel MAC protocol,” in Proc. of International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM) 2009, pp. 1 – 4, 2009.

• S. Wang, M. Wang, Y. Ma, and H. Hong, “Series connected buck-boost type solar power converter based on microcontroller,” in Proc. of IEEE International Conference on Mechatronics and Automation (ICMA) 2009, pp. 2642 – 2646, 2009.

• S. Wang, Y. He, Z. Liu, and H. Wu, “Personalized web based English learning system using artificial neural networks,” in Proc. of International Conference on Computer Science & Education (ICCSE) 2009, pp. 1263 – 1268, 2009.

 

Patents:

This list is no longer maintained. For recent patents, please visit https://patents.google.com/?inventor=Shiqiang+Wang

• S. Wang, L. Le, N. Zahariev, Integration of cellular and IEEE 802.11 networks in VANETs, International Patent Application, Application Number: PCT/EP2013/070578, Publication Number: WO2015048995, Filing Date: Oct. 2, 2013.

• L. Le, N. Zahariev, S. Wang (primary contributor), Adaptive rate control for cellular-based vehicular networks, International Patent Application, Application Number: PCT/EP2013/051652, Publication Number: WO2014117810, Filing Date: Jan. 29, 2013.

• S. Wang, Flower watering device with automatic timing function, China Patent (granted), Application Number: CN02291613, Publication Number: CN2587170, Issue Date: Nov. 26, 2003.

 

Technical Reports:

• T. Inoue, P. Vinayavekhin, S. Wang, D. Wood, N. Greco, and R. Tachibana, "Domestic Activities Classification Based on CNN Using Shuffling and Mixing Data Augmentation," in Detection and Classification of Acoustic Scenes and Events (DCASE) Challenge 2018, Sept. 2018 (ranked number one in DCASE Challenge 2018, Task 5).

• S. Wang, Q. Song, K. Wu, F. Wang, and L. Guo, "End-to-End Known-Interference Cancellation (E2E-KIC) with Multi-Hop Interference," Mar. 2016.

• F. Wang, L. Guo, S. Wang, Q. Song, A. Jamalipour, “Approaching single-hop performance in multi-hop networks: end-to-end known-interference cancellation (E2E-KIC) – long version,” Sept. 2015.

• S. Wang, R. Urgaonkar, M. Zafer, T. He, K. Chan, and K. K. Leung, "Supplementary materials for dynamic service migration in mobile edge-clouds," Mar. 2015.