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Research Output 1999 2019

2019

A message and mission statement from the new editor-in-chief

Zhang, J., Apr 1 2019, In : IEEE Transactions on Wireless Communications. 18, 4, p. 2019-2020 2 p., 8681685.

Research output: Contribution to journalEditorial

3 Citations (Scopus)

A tensor-based framework for studying eigenvector multicentrality in multilayer networks

Wu, M., He, S., Zhang, Y., Chen, J., Sun, Y., Liu, Y. Y., Zhang, J. & Poor, H. V., Jul 30 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 31, p. 15407-15413 7 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach

Zhang, M., Chen, J., Yang, L. & Zhang, J., Mar 1 2019, In : IEEE Network. 33, 2, p. 160-165 6 p., 8645060.

Research output: Contribution to journalArticle

Reinforcement learning
Mobile devices
Costs
11 Citations (Scopus)

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

Zhou, Z., Chen, X., Li, E., Zeng, L., Luo, K. & Zhang, J., Jan 1 2019, In : Proceedings of the IEEE.

Research output: Contribution to journalArticle

Artificial intelligence
Mobile computing
Recommender systems
Computer systems
Internet

On the time-varying distributions of online stochastic optimization

Cao, X., Zhang, J. & Poor, H. V., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1494-1500 7 p. 8814889. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal processing
Feedback

Predictive online server provisioning for cost-efficient IoT data streaming across collaborative edges

Zhou, Z., Chen, X., Wu, W., Wu, D. & Zhang, J., Jul 2 2019, Mobihoc 2019 - Proceedings of the 2019 20th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, p. 321-330 10 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Servers
Costs
Internet of things
Chemical activation
2018
5 Citations (Scopus)

An optimal auction mechanism for mobile edge caching

Cao, X., Zhang, J. & Poor, H. V., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 388-399 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs

A Novel Online Convex Optimization Algorithm Based on Virtual Queues

Cao, X., Zhang, J. & Poor, H. V., Jul 27 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8422560. (IEEE International Conference on Communications; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convex optimization
1 Citation (Scopus)
Convex optimization
Resource allocation
19 Citations (Scopus)

Content Popularity Prediction Towards Location-Aware Mobile Edge Caching

Yang, P., Zhang, N., Zhang, S., Yu, L., Zhang, J. & Shen, X. S., Sep 14 2018, (Accepted/In press) In : IEEE Transactions on Multimedia.

Research output: Contribution to journalArticle

Error analysis
Experiments
5 Citations (Scopus)

Crowd-empowered privacy-preserving data aggregation for mobile crowdsensing

Yang, L., Zhang, M., He, S., Li, M. & Zhang, J., Jun 26 2018, Mobihoc 2018 - Proceedings of the 2018 19th International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, p. 151-160 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Agglomeration
Purchasing
Costs
3 Citations (Scopus)

Data Center Demand Response With On-Site Renewable Generation: A Bargaining Approach

Cao, X., Zhang, J. & Poor, H. V., Jan 1 2018, (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Cloud computing
Energy utilization
Feedback
Experiments
Uncertainty

Dependent differential privacy for correlated data

Zhao, J., Zhang, J. & Poor, H. V., Jan 24 2018, 2017 IEEE Globecom Workshops, GC Wkshps 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Masks
Data privacy
Markov processes
Degradation
5 Citations (Scopus)

Dynamic Mobile Edge Caching with Location Differentiation

Yang, P., Zhang, N., Zhang, S., Yu, L., Zhang, J. & Shen, X., Jan 10 2018, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Uncertainty

Editorial: Green computing in Wireless Sensor Networks

Li, F., He, S., Luo, J., Gurusamy, M. & Zhang, J., Jan 1 2018, (Accepted/In press) In : Computer Networks.

Research output: Contribution to journalArticle

Wireless sensor networks
Green computing
9 Citations (Scopus)

Forecast-based anticipatory frequency control in power systems

Ganger, D., Zhang, J. & Vittal, V., Jan 1 2018, In : IEEE Transactions on Power Systems. 33, 1, p. 1004-1012 9 p.

Research output: Contribution to journalArticle

Controllers
Model predictive control
Uncertainty
1 Citation (Scopus)

Joint Energy Procurement and Demand Response towards Optimal Deployment of Renewables

Cao, X., Zhang, J. & Poor, H. V., Jun 8 2018, (Accepted/In press) In : IEEE Journal on Selected Topics in Signal Processing.

Research output: Contribution to journalArticle

Costs
Mathematical operators
Decision making
Planning
Experiments

Latency-Driven Fog Cooperation Approach in Fog Radio Access Networks

Chiu, T. C., Pang, A. C., Chung, W. H. & Zhang, J., Jul 19 2018, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

Fog
Network access
Latency
Node
Communication

Market Implications of Wind Reserve Margin

Hedayati-Mehdiabadi, M., Balasubramanian, P., Hedman, K. & Zhang, J., Mar 20 2018, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Quality of service
Economics
Uncertainty
Compensation and Redress
2 Citations (Scopus)

Mobile Social Services with Network Externality: From Separate Pricing to Bundled Pricing

Wang, X., Duan, L. & Zhang, J., Mar 27 2018, (Accepted/In press) In : IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journalArticle

Costs
Sales
Reverse engineering
Profitability
Internet

Optimal Renewable Penetration in Energy Procurement and Demand Response

Cao, X., Zhang, J. & Poor, H. V., Jul 27 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8422908. (IEEE International Conference on Communications; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Mathematical operators
Decision making
Planning
Experiments
6 Citations (Scopus)

REAP: An efficient incentive mechanism for reconciling aggregation accuracy and individual privacy in crowdsensing

Zhang, Z., He, S., Chen, J. & Zhang, J., Dec 1 2018, In : IEEE Transactions on Information Forensics and Security. 13, 12, p. 2995-3007 13 p.

Research output: Contribution to journalArticle

Fusion reactions
Agglomeration
Data privacy
7 Citations (Scopus)

Reserve policy optimization for scheduling wind energy and reserve

Hedayati-Mehdiabadi, M., Hedman, K. & Zhang, J., Jan 1 2018, In : IEEE Transactions on Power Systems. 33, 1, p. 19-31 13 p.

Research output: Contribution to journalArticle

Wind power
Scheduling
Farms
Stochastic programming
Large scale systems
1 Citation (Scopus)

Social-Aware User Cooperation in Full-Duplex and Half-Duplex Multi-Antenna Systems

Vaezi, M., Inaltekin, H., Shin, W., Poor, H. V. & Zhang, J., Mar 29 2018, (Accepted/In press) In : IEEE Transactions on Communications.

Research output: Contribution to journalArticle

Telecommunication networks
Antennas
Cooperative communication
Communication
Beamforming
9 Citations (Scopus)

Socially-Motivated Cooperative Mobile Edge Computing

Chen, X., Zhou, Z., Wu, W., Wu, D. & Zhang, J., May 17 2018, (Accepted/In press) In : IEEE Network.

Research output: Contribution to journalArticle

The value of privacy: Strategic data subjects, incentive mechanisms, and fundamental limits

Wang, W., Ying, L. & Zhang, J., Aug 1 2018, In : ACM Transactions on Economics and Computation. 6, 2, 8.

Research output: Contribution to journalArticle

Incentive Mechanism
Data privacy
Privacy
Payment
Incentive mechanism
1 Citation (Scopus)

Trust degree based beamforming for multi-antenna cooperative communication systems

Vaezi, M., Inaltekin, H., Shin, W., Poor, H. V. & Zhang, J., Jan 10 2018, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cooperative communication
Beamforming
Communication systems
Antennas
Telecommunication links
1 Citation (Scopus)

Waze-inspired spectrum discovery via smartphone sensing data fusion

Lin, S., Zhang, J. & Ying, L., May 22 2018, 2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2018. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smartphones
Data Fusion
Data fusion
Sensing
Recovery
4 Citations (Scopus)

Wireless Service Pricing Competition under Network Effect, Congestion Effect, and Bounded Rationality

Zhang, M., Yang, L., Gong, X., He, S. & Zhang, J., Aug 1 2018, In : IEEE Transactions on Vehicular Technology. 67, 8, p. 7497-7507 11 p., 8331097.

Research output: Contribution to journalArticle

Bounded Rationality
Congestion
Pricing
Equilibrium Solution
Game
2017
5 Citations (Scopus)

Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access

Chen, X., Gong, X., Yang, L. & Zhang, J., Feb 1 2017, In : IEEE/ACM Transactions on Networking. 25, 1, p. 536-549 14 p., 7548352.

Research output: Contribution to journalArticle

Reinforcement learning
Decision making
Availability
29 Citations (Scopus)

An Exchange Market Approach to Mobile Crowdsensing: Pricing, Task Allocation, and Walrasian Equilibrium

He, S., Shin, D. H., Zhang, J., Chen, J. & Lin, P., Apr 1 2017, In : IEEE Journal on Selected Areas in Communications. 35, 4, p. 921-934 14 p., 7875169.

Research output: Contribution to journalArticle

Polynomials
Mobile devices
Costs
58 Citations (Scopus)

Distributed algorithms to compute walrasian equilibrium in mobile crowdsensing

Duan, X., Zhao, C., He, S., Cheng, P. & Zhang, J., May 1 2017, In : IEEE Transactions on Industrial Electronics. 64, 5, p. 4048-4057 10 p., 7797476.

Research output: Contribution to journalArticle

Parallel algorithms
Cost functions
Costs
Decomposition
11 Citations (Scopus)

From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks

Gong, X., Chen, X., Xing, K., Shin, D. H., Zhang, M. & Zhang, J., Feb 14 2017, (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Wireless networks
Location based services
Decision making

IEEE Access Special Section Editorial: Recent Advances in Socially-Aware Mobile Networking

Peng, M., Yang, L., Zhang, J., Chen, T., Celentano, U., Roning, J., Ermolova, N. Y. & Tirkkonen, O., Jan 1 2017, In : IEEE Access. 5, p. 12596-12600 5 p., 7990316.

Research output: Contribution to journalEditorial

Wireless networks
Economic and social effects
Smartphones
Mobile devices
Internet
24 Citations (Scopus)

Latency-Driven Cooperative Task Computing in Multi-user Fog-Radio Access Networks

Pang, A. C., Chung, W. H., Chiu, T. C. & Zhang, J., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 615-624 10 p. 7980005

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fog
Communication
Base stations
Resource allocation
Macros

Message from the general chair

Zhang, J., Oct 12 2017, In : 2017 2nd ACM/IEEE Symposium on Edge Computing, SEC 2017.

Research output: Contribution to journalEditorial

27 Citations (Scopus)

Near-Optimal Allocation Algorithms for Location-Dependent Tasks in Crowdsensing

He, S., Shin, D. H., Zhang, J. & Chen, J., Apr 1 2017, In : IEEE Transactions on Vehicular Technology. 66, 4, p. 3392-3405 14 p., 7515176.

Research output: Contribution to journalArticle

Optimal Allocation
Dependent
Sensing
Approximation algorithms
Task Allocation

Poster abstract: Privacy-preserving of platoon-based V2V in collaborative edge

Chiu, T. C., Zhang, J. & Pang, A. C., Oct 12 2017, 2017 2nd ACM/IEEE Symposium on Edge Computing, SEC 2017. Association for Computing Machinery, Inc, a30

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Fog
Processing
Internet of things
1 Citation (Scopus)

Preserving Privacy Enables Coexistence Equilibrium of Competitive Diffusion in Social Networks

Zhao, J. & Zhang, J., Jun 1 2017, In : IEEE Transactions on Signal and Information Processing over Networks. 3, 2, p. 282-297 16 p., 7911323.

Research output: Contribution to journalArticle

Topology
Industry
Experiments
8 Citations (Scopus)

Privacy-preserving crowdsensing: Privacy valuation, network effect, and profit maximization

Zhang, M., Yang, L., Gong, X. & Zhang, J., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7842170

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profitability
Agglomeration
Data privacy
Computational efficiency
Sampling
39 Citations (Scopus)

When D2D meets cloud: Hybrid mobile task offloadings in fog computing

Chen, X. & Zhang, J., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 7996590

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fog
Cost reduction
Mobile devices
Costs
23 Citations (Scopus)

When social network effect meets congestion effect in wireless networks: Data usage equilibrium and optimal pricing

Gong, X., Duan, L., Chen, X. & Zhang, J., Feb 1 2017, In : IEEE Journal on Selected Areas in Communications. 35, 2, p. 449-462 14 p., 7835123.

Research output: Contribution to journalArticle

Wireless networks
Costs
Economic and social effects
2016
8 Citations (Scopus)

A game-theoretic approach to quality control for collecting privacy-preserving data

Wang, W., Ying, L. & Zhang, J., Apr 4 2016, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. Institute of Electrical and Electronics Engineers Inc., p. 474-479 6 p. 7447042

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Quality control
Degradation
Costs
3 Citations (Scopus)

A minimax distortion view of differentially private query release

Wang, W., Ying, L. & Zhang, J., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 1046-1050 5 p. 7421298

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data acquisition
1 Citation (Scopus)

Buying data from privacy-aware individuals: The effect of negative payments

Wang, W., Ying, L. & Zhang, J., 2016, Web and Internet Economics - 12th International Conference, WINE 2016, Proceedings. Springer Verlag, Vol. 10123 LNCS. p. 87-101 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10123 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Privacy
Costs
Coefficient
Nash Equilibrium
Valuation
3 Citations (Scopus)

Cascading Failures in Load-Dependent Finite-Size Random Geometric Networks

Eslami, A., Huang, C., Zhang, J. & Cui, S., Oct 1 2016, In : IEEE Transactions on Network Science and Engineering. 3, 4, p. 183-196 14 p., 7564402.

Research output: Contribution to journalArticle

Phase transitions
Cyber Physical System
18 Citations (Scopus)

Delay-energy tradeoff in multicast scheduling for green cellular systems

Huang, C., Zhang, J., Poor, H. V. & Cui, S., May 1 2016, In : IEEE Journal on Selected Areas in Communications. 34, 5, p. 1235-1249 15 p., 7448817.

Research output: Contribution to journalArticle

Base stations
Energy efficiency
Scheduling
Bandwidth
Multicasting
26 Citations (Scopus)

Device-to-device communications for energy management: A smart grid case

Cao, Y., Jiang, T., He, M. & Zhang, J., Jan 1 2016, In : IEEE Journal on Selected Areas in Communications. 34, 1, p. 190-201 12 p., 7147770.

Research output: Contribution to journalArticle

Energy management
Electric power distribution
Data communication systems
Communication
Scheduling
4 Citations (Scopus)

Early anomaly detection in an interconnected power grid and communication network: exploiting interdependent structure of failures

Shin, D. H. & Zhang, J., Feb 23 2016, 2015 IEEE Global Communications Conference, GLOBECOM 2015. Institute of Electrical and Electronics Engineers Inc., 7417493

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data fusion
Telecommunication networks
communication
Real time control
supply
22 Citations (Scopus)

Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework

Chen, X., Gong, X., Yang, L. & Zhang, J., Dec 1 2016, In : IEEE/ACM Transactions on Networking. 24, 6, p. 3593-3606 14 p., 7431998.

Research output: Contribution to journalArticle

Access control
Power control
Network security
Hinges
Network performance