Dr. Jie Wu - 2021 Publications

2021 Publications (Jie Wu)

Journal Publications

H. Zheng and J. Wu, "Joint Scheduling of Overlapping MapReduce Phases: Pair Jobs for Optimization," IEEE Transactions on Services Computing, Vol. 14, No. 5, 2021, 1453-1463.
W. Liu, Y. Yang, E. Wang, H. Wang, Z. Wang, and J. Wu, "Dynamic Online User Recruitment With (Non-) Submodular Utility in Mobile CrowdSensing,,"IEEE/ACM Transactions on Networking, Vol. 29, No. 5, 2021, 2156-2169.
Y. Duan and J. Wu, "Improving Learning-Based DAG Scheduling by Inserting Deliberate Idle Slots,,"IEEE Network, Vol. 35, No. 6, 2021, 133-139.
Y. Chen and J. Wu, "Latency-Efficient VNF Deployment and Path Routing for Reliable Service Chain,," IEEE Transactions on Network Science and Engineering, Vol. 8, No. 1, 2021, 651-661.
D. Luan, E. Wang, W. Liu, Y. Yang, and J. Wu, "Minimum-Cost Edge-Server Location Strategy in Mobile Crowdsensing," IEEE Transactions on Network and Service Management, Vol. 18, No. 3, 2021, 3375-3388.
M. Huang, A. Liu, W. Liu, N. Xiong, and J. Wu, "An UAV-assisted Ubiquitous Trust Communication System in 5G and Beyond Networks," IEEE Journal on Selected Areas in Communications, Vol. 39, No. 11, 2021, 3444-3458.
G. Gao, M. Xiao, J. Wu, H. Huang, S. Wang, and G. Chen, "Auction-based VM Allocation for Deadline-Sensitive Tasks in Distributed Edge Cloud," IEEE Transactions on Sevices Computing, Vol. 14, No. 6, 2021, 1702-1716.
W. Jiang, J. Chen, X. Ding, J. Wu, J. He, and G. Wang, "Review Summary Generation in Online Systems: Frameworks for Supervised and Unsupervised Scenarios," IEEE Transactions on the Web, Vol. 15, No. 13, 2021, 1-33.
X. -W. Qin, R. -X. Hao and J. Wu, "Construction of Dual-CISTs on an Infinite Class of Networks," IEEE Transactions on Parallel and Distributed Systems, Vol.33, No. 8, 2021, 1902-1910.
Z. Hui, M. Xiao, J. Wu, Y. Xu, H. Huang, and S. Zhang, "Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits," IEEE Transactions on Mobile Computing, Vol.20, No. 9, 2021, 2779-2794.
S. Zhao, R. Hao, and J. Wu, "The generalized 4-connectivity of hierarchical cubic networks," Elsevier Discrete Applied Mathematics, Vol. 289, 2021, 194-206.
W. Zhang, Y. Lin, J. Wu and T. Zhou, "Inference Attack-Resistant E-Healthcare Cloud System with Fine-Grained Access Control," IEEE Transactions on Services Computing, Vol. 12, No. 1, 2021, 167-178.
S. Zhang, S. Zhang, Z. Qian, J. Wu, Y. Jin and S. Lu, "DeepSlicing: Collaborative and Adaptive CNN Inference With Low Latency," IEEE Transactions on Parallel and Distributed Systems, Vol. 32, No. 9, 2021, 2175-2187.
Q. Liu, Y. Peng, J. Wu, T. Wang, and G. Wang, "Secure Multi-Keyword Fuzzy Searches with Enhanced Service Quality in Cloud Computing," IEEE Transactions on Network and Service Management, Vol. 18, No. 2, 2021, 2046-2062.
Y. Duan, N. Wang, and J. Wu, "Minimizing Training Time of Distributed Machine Learning by Reducing Data Communication," IEEE Transactions on Network Science and Engineering, Vol. 8, No. 2, 2021, 1802-1814.
R. Biswas and J. Wu, "Traffic Engineering to Minimize The Number of Rules in SDN Datacenters," IEEE Transactions on Network Science and Engineering, Vol. 8, No. 2, 2021, 1467-1477.
N. Wang and J. Wu, "Cost-efficient Heterogeneous Worker Recruitment under Coverage Requirement in Spatial Crowdsourcing," IEEE Transactions on Big Data, Vol. 7, No. 2, 2021, 407-420.
H. Zhou, T. Wu, H. Zhang, and J. Wu, "Incentive-driven Deep Reinforcement Learning for Content Caching and D2D Offloading," IEEE Journal on Selected Areas in Communications, Vol. 39, No. 8, 2021, 2445-2460.
R. Biswas, S. Kim, and J. Wu, "Sampling Rate Distribution for Flow Monitoring and DDoS Detection in Datacenter," IEEE Transactions on Information Forensics and Security, Vol. 16, 2021, 2524-2534.
P. Xia, W. Jiang, J. Zhang, J. Wu, R. Su, and G. Wang, "Exploiting Temporal Dynamics in Product Reviews for Dynamic Sentiment Prediction at the Aspect Level," ACM Transactions on Knowledge Discovery from Data, Vol. 15, No. 4, 2021, 1556-4681.
J. Zhang, W. Jiang, J. Zhang, J. Wu, and G. Wang, "Exploring Weather Data to Predict Activity Attendance in Event-based Social Network: From the Organizer’s View," IEEE Transactions on the Web, Vol. 15, No. 2, 2021, 1559-1131.
Y. Chen and J. Wu, "Flow Scheduling of Service Chain Processing in a NFV-based Network," IEEE Transactions on Network Science and Engineering, Vol. 8, No. 1, 2021, 389-399.
Y. Chen, J. Wu and R. Biswas, "Grouping Service Chains of Multiple Flows in NFV-based Networks," IEEE Transactions on Network Science and Engineering, Vol. 8, No. 1, 2021, 377-388.
N. Chen, S. Quan, S. Zhang, Z. Qian, Y. Jin, J. Wu, W. Li, and S. Lu, "Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality," IEEE Transactions on Parallel and Distributed Systems, Vol. 32, No. 4, 2021, 830-841.
Y. Zhao, R. Gao, S. Liu, L. Xie, H. Tu, J. Wu, and B. Chen, "Device-Free Secure Interaction with Hand Gestures in WiFi-enabled IoT Environment," IEEE Internet of Things Journal, Vol. 8, No. 7, 2021, 5619-5631.
Y. Chen and J. Wu, "Joint Coflow Routing and Scheduling in Leaf-Spine Data Centers," Journal of Parallel and Distributed Computing, Vol. 148, 2021, 83-95.
S. Li, B. Zhou, Q. Hu, J. Wang, J. Dai, W. Wang, H. Yuan, Y. Cheng, and J. Wu, "A Secure Scheme based on One-way associated key management model in Wireless Sensor Networks," IEEE Internet of Things Journal, Vol. 8, No. 4, 2021, 2920-2930.
Y. Liang, J. Ge, S. Zhang, J. Wu, L. Pan, T. Zhang, and B. Luo, "Interaction-Oriented Service Entity Placement in Edge Computing," IEEE Transactions on Mobile Computing , Vol. 7, No. 5, 2021, 4016-4027.
J. Gui, L. Hui, N. Xiong, and J. Wu, "Improving Spectrum Efficiency of Cell-Edge Devices by Incentive Architecture Applications with Dynamic Charging," IEEE Transactions on Industrial Informatics, Vol. 17, No. 2, 2021, 795-808.
J. Xie, D. Guo, J. Wu, B. Ren, T. Chen, and H. Chen, "Exploiting Reliable and Scalable Multicast Services in IaaS Datacenters," IEEE Transactions on Services Computing, Vol. 19, No. 10, 2021, 2344-2357.

N. Niknami and J. Wu, "A Constraint Partially Observable Semi-Markov Decision Process for the Attack-Defense Relationships in various Critical Infrastructures," Cyber-Physical Systems, Vol. 8, No. 2, 2021, 85-110.
X. Li, M. Teng, J. Wu, and X. Qin, "Dual-label aware service replacement for interaction quality improvement in heterogeneous MEC system," CCF Transactions on Pervasive Computing and Interaction, Vol. 3, No. 2, 2021, 129-146.
Q. Liu, Z. Hao, Y. Peng, H. Jiang, J. Wu, T. Peng, G. Wang, and S. Zhang, "SecVKQ: Secure and verifiable kNN queries in sensor-cloud systems," Journal of Systems Architecture, Vol. 120, 2021, 14.
I. Jawhar, S. Zhang, J. Wu, N. Mohamed, and M. M. Masud, "Distributed Algorithms for Multiple Path Backbone Discovery in Thick Linear Sensor Networks," Journal of Sensor and Actuator Networks, Vol. 10, No. 3, 2021, 49.
J. Li, B. Ji, Y. Yang, P. Wei , and J. Wu, "Parallel Optimization of the Crystal-KMC on Tianhe-2," Tsinghua Science and Technology, Vol. 26, No. 3, 2021, 309-321.
N. Chen, S. Zhang, J. Wu, Z. Qian, and S. Lu, "Learning Scheduling Bursty Requests in Mobile Edge Computing Using DeepLoad," Elsevier Computer Networks, Vol. 184, 2021, 107655.
S. Jiang and J. Wu, "Multi-resource Allocation in Cloud Data Centers: A Trade-off on Fairness and Efficiency," Concurrency and Computation: Practice and Experience, Vol. 33, No. 6, 2021, e6061.
M. L. Morgia, A. Mei, A. M. Mongardini, and J. Wu, " Uncovering the Dark Side of Telegram: Fakes, Clones, Scams, and Conspiracy Movements," arXiv preprint, 2021.

Book & Book Chapters

W. Chang and J. Wu, Fog/Edge Computing For Security, Privacy, and Applications, Springer, 2021.

Conference Proceedings

S. Jiang and J. Wu, "Taming Propagation Delay and Fork Rate in Bitcoin Mining Network," Proc. of the IEEE International Conference on Blockchain (Blockchain), Dec. 6-8, 2021.
R. Biswas and J. Wu, "Protecting Resources Against Volumetric and Non-volumetric Network Attacks," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS 2021), Dec. 14-16, 2021. [Slides]
S. Jiang and J. Wu, "On Game-theoretic Computation Power Diversification in the Bitcoin Mining Network," Proc. of the IEEE Conference on Communications and Network Security (CNS 2021), Oct. 3-6, 2021. [Slides]
S. Jiang and J. Wu, "A Reward Response Game in the Federated Learning System," Proc. of the 18th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2021), Oct 4-7, 2021. [Slides]
A. Sawwan and J. Wu, " Mobile Charger Coverage Problem for Specific Heterogeneous Wireless Sensor Networks," Proc. of the 18th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2021), Oct 4-7, 2021. [Slides]
S. Huang, H. Huang, G. Gao, Y. Sun, Y. Du, and J. Wu, "Stackelberg Game Based Resource Pricing and Scheduling in Edge-Assisted Blockchain Networks," Proc. of the 18th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS 2021), Oct 4-7, 2021. [Slides]
A. Sawwan and J. Wu, "Minimizing Epidemic Viral Total Exposure under the Droplet and Aerosol Models," Proc. of IEEE International Conference on Digital Health (ICDH 2021), Sep 5-11, 2021. [Slides] [Video]
Y. Duan and J. Wu, "Joint Optimization of DNN Partition and Scheduling for Mobile Cloud Computing," Proc. of the 50th International Conference on Parallel Processing (ICPP 2021), Aug 9-12, 2021. [Slides]
E. Wang, D. Luan, Y. Yang, Z. Wang, P. Dong, D. Li, W. Liu, and J. Wu, "Distributed Game-Theoretical Route Navigation for Vehicular Crowdsensing," Proc. of the 50th International Conference on Parallel Processing (ICPP 2021), Aug 9-12, 2021. [Slides]
N. Wang, Y. Duan, and J. Wu, "Accelerate Cooperative Deep Inference via Layer-wise Processing Schedule Optimization," Proc. of the 30th IEEE International Conference on Computer Communications and Networks (ICCCN 2021), July 19-22, 2021. [Slides]
Y. Duan and J. Wu, "Computation Offloading Scheduling for Deep Neural Network Inference in Mobile Computing," Proc. of the 39th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), June 25-28, 2021. [Slides]
E. Wang, M. Zhang, Y. Yang, Y. Xu, and J. Wu, "Exploiting Outlier Value Effects in Sparse Urban CrowdSensing," Proc. of the 39th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), June 25-28, 2021. [Slides]
G. Gao, H. Huang, M. Xiao, J. Wu, Y. Sun, and S. Zhang, "Auction-Based Combinatorial Multi-Armed Bandit Mechanisms with Strategic Arms," Proc. of the 39th IEEE International Conference on Computer Communications (INFOCOM 2021), May 10-13, 2021.[Slides]

Y. Luo, C. Song, H. Dai, Z. Chen, N. Liu, M. Liu, and J. Wu, "Towards Problem of First Miss under Mobile Edge Caching," Proc. of the IEEE Global Communications Conference (GLOBECOM 2021), Dec 7-11, 2021. [Slides]
R. Biswas and J. Wu, "Efficient Switch Migration for Controller Load Balancing in Software Defined Networking," Proc. of the ITC 33 - Networked Systems and Services, Aug. 31 - Sept. 3, 2021. [Slides]
R. Biswas and J. Wu, "Minimizing the Number of Rules to Mitigate Link Congestion in SDN-based Datacenters," Proc. of the 15th International Conference on Networking, Architecture, and Storage (NAS 2021), Oct 24-26, 2021. [Slides]
Y. Peng, Q. Liu, Y. Tian, J. Wu, T. Wang, T. Peng, and G. Wang, "Dynamic Searchable Symmetric Encryption with Forward and Backward Privacy," Proc. of the the 20th IEEE International Conference on Trust, Security, and Privacy in Computing and Communications (TrustCom 2021), Oct 20-22, 2021. [Slides]
T. Johnson and J. Wu, "Improvements to Worker Assignment in Bike Sharing Systems," Proc. of the National Workshop for REU Research (REUNS 2021), Oct 4, 2021.[Slides]
A. Kealy and J. Wu, "Safety Challenges and Solutions in Bike-Sharing Systems," Proc. of the National Workshop for REU Research (REUNS 2021), Oct 4, 2021.[Slides]