Publications

A

Yuan, T., W. Wang, L. Mi, H. Dai, and X. Fu, "AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics", IEEE INFOCOM 2023, New York, USA, 05/2023.

Yuan*, Y., S. Srikant Adhatarao*, M. Lin, Y. Yuan, Z. Liu, and X. Fu, "ADA: Adaptive Deep Log Anomaly Detector", IEEE INFOCOM 2020, 07/2020.

Gao, Y., S. Yang, F. Li, and X. Fu, "Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks", IEEE Network, vol. 36, issue 5, pp. 48-54, 09/2022.

Yuan, Y., C. Liang, M. Kaneko, L. Pu, and X. Fu, "Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks", ACM SIGCOMM 2019 Poster Session, Beijing, China, ACM, 08/2019.

He, N., S. Yang, F. Li, S. Trajanovski, F. A. Kuipers, and X. Fu, "A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV", The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 06/2021.

Xu, T., B. Ye, Q. Wang, W. Li, S. Lu, and X. Fu, "APEX: A personalization framework to improve quality of experience for DVD-like functions in P2P VoD applications", 18th International Workshop on Quality of Service, IWQoS 2010, Beijing, China, 16-18 June 2010.: {IEEE}, pp. 1–9, 2010.

B

Luo, J., J. Liu, K. Yang, and X. Fu, "On Big Data Research Guided by Social Theory - The Three-way Interplay of Social Theory, Data Mining and Predictive Models", Sociological Studies (a Chinese journal, hosted by the Institute of Sociology of the Chinese Academy of Social Sciences), vol. 2018, issue 5, pp. 117-138, 10/2018.

Sun, L., W. Wang, T. Yuan, L. Mi, H. Dai, Y. Liu, and X. Fu, "BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge", IEEE INFOCOM 2024, 05/2024.

Zhang, J., Y. Zhang, E. Dong, Y. Zhang, S. Ren, Z. Meng, M. Xu, X. Li, Z. Hou, Z. Yang, et al., "Bridging the Gap between QoE and QoS in Congestion Control: A Large-scale Mobile Web Service Perspective", 2023 USENIX Annual Technical Conference (USENIX ATC'23), Boston, MA, USENIX Association, 07/2023.

C

Yang, S., J. Liu, F. Zhang, F. Li, X. Chen, and X. Fu, "Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning", IEEE Internet of Things Journal, vol. 9, issue 21, pp. 21086 - 21098, 11/2022.

Zhang, F., X. Fu, and R. Yahyapour, "CBase: A New Paradigm for Fast Virtual Machine Migration across Data Centers", Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17, 2017: {IEEE} Computer Society / {ACM}, pp. 284–293, 2017.

Zhang, F., G. Liu, B. Zhao, P. Kasprzak, X. Fu, and R. Yahyapour, "CBase: Fast Virtual Machine storage data migration with a new data center structure", Journal of Parallel and Distributed Computing, vol. 124, pp. 14–26, 02/2019.

Lan, X., Y. Zhou, D. Zhang, X. Wang, X. Yao, and X. Fu, "Cloud-assisted trajectory data management and analysis: a case study", Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 61–66, 2017.

Yang, S., F. Li, M. Shen, X. Chen, X. Fu, and Y. Wang, "Cloudlet Placement and Task Allocation in Mobile Edge Computing", IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.

Yu, S., R. Langar, X. Fu, L. Wang, and Z. Han, "Computation Offloading with Data Caching Enhancement for Mobile Edge Computing ", IEEE Transactions on Vehicular Technology, vol. 67, issue 11, pp. 11098-11112, 11/2018.

Zhang, F., B. Zhao, X. Fu, and R. Yahyapour, "Controlling migration performance of virtual machines according to user's requirements", Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 49–54, 2017.

Zhou, W., H. Huang, Q-S. Hua, D. Yu, H. Jin, and X. Fu, "Core decomposition and maintenance in weighted graph", World Wide Web, vol. 24, pp. 541–561, 03/2021.

Zhang, J., H. Chen, X. Yao, and X. Fu, "CPFinder: Finding an unknown Caller's profession from anonymized mobile phone data", Digital Communications and Networks, vol. 8, pp. 324–332, 08/2022.

Huang, H., B. Zhao, H. Zhao, Z. Zhuang, Z. Wang, X. Yao, X. Wang, H. Jin, and X. Fu, "A Cross-Platform Consumer Behavior Analysis of Large-Scale Mobile Shopping Data", Proceedings of the 2018 World Wide Web Conference on World Wide Web, {WWW} 2018, Lyon, France, April 23-27, 2018: {ACM}, pp. 1785–1794, 2018.

D

Yuan, T., H-M. Chung, and X. Fu, "DAMA: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning", Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, 02/2023.

Yao, X., S. Ding, T. Zhao, H. Huang, J-. Der Luo, and X. Fu, "Data-Driven based Socioeconomic Status Analysis: A Survey", Computer Science, vol. 49, issue 4, pp. 80-87, 04/2022.

Dong, E., X. Fu, M. Xu, and Y. Yang, "DCMPTCP: Host-Based Load Balancing for Datacenters", 38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018, 2018.

Yang, S., F. Li, R. Yahyapour, and X. Fu, "Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV", IEEE Transactions on Services Computing, vol. 15, issue 1, pp. 188-201, 01/2022.

Yue, X., S. Yang, L. Zhu, S. Trajanovski, and X. Fu, "Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics", IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.

E

Hou, B., S. Yang, F. A. Kuipers, L. Jiao, and X. Fu, "EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines", IEEE INFOCOM 2023, New York, USA, IEEE, 05/2023.

Yang, S., P. Wieder, R. Yahyapour, and X. Fu, "Energy-Aware Provisioning in Optical Cloud Networks", Computer Networks, vol. 118, pp. 78–95, 2017.

F

Qiu, K., J. Yuan, J. Zhao, X. Wang, S. Secci, and X. Fu, "Fast Lookup Is Not Enough: Towards Efficient and Scalable Flow Entry Updates for TCAM-Based OpenFlow Switches", 38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018, 2018.

Yang, Z., Y. Wang, D. Zhao, J. He, and X. Fu, "Fast seamless handover scheme and cost performance optimization for ping-pong type of movement", Proceedings of the {IEEE} 16th International Symposium on Personal, Indoor and Mobile Radio Communications, Berlin, Germany, September 11-14, 2005: {IEEE}, pp. 2131–2135, 2005.

Qiu, K., J. Yuan, J. Zhao, X. Wang, S. Secci, and X. Fu, "FastRule: Efficient Flow Entry Updates for TCAM-based OpenFlow Switches", IEEE Journal on Selected Areas in Communications (JSAC), Series on Network Softwarization & Enablers, vol. 37, issue 3, pp. 484-498, 03/2019.

I

Gong, Q., Y. Chen, X. He, F. Li, X. Yu, P. Hui, X. Wang, and X. Fu, "Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking", CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2018), Guilin, China, Springer, 08/2018.

Zhang, J., X. Yao, and X. Fu, "Identifying unfamiliar callers' professions from privacy-preserving mobile phone data", 16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, IEEE, 12/2020.

J

Yuan, Y., W. Wang, Y. Wang, S. Srikant Adhatarao, B. Ren, K. Zheng, and X. Fu, "Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments", IEEE/ACM Transactions on Networking, vol. 32, issue 1, pp. 50-64, 02/2024.

L

Yang, S., P. Wieder, M. Aziz, X. Chen, and X. Fu, "Latency-Sensitive Data Allocation and Workload Consolidation for Cloud Storage", IEEE Access, vol. 6, pp. 76098-76110, 11/2018.

Yang, S., P. Wieder, M. Aziz, R. Yahyapour, and X. Fu, "Latency-Sensitive Data Allocation for cloud storage", 2017 {IFIP/IEEE} Symposium on Integrated Network and Service Management (IM), Lisbon, Portugal, May 8-12, 2017: {IEEE}, pp. 1–9, 2017.

Zhang, F., X. Fu, and R. Yahyapour, "LayerMover: Fast virtual machine migration over WAN with three-layer image structure", Future Generation Comp. Syst., vol. 83, pp. 37–49, 2018.

Zhang, F., X. Fu, and R. Yahyapour, "LayerMover: Storage Migration of Virtual Machine across Data Centers Based on Three-Layer Image Structure", 24th {IEEE} International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, {MASCOTS} 2016, London, United Kingdom, September 19-21, 2016: {IEEE} Computer Society, pp. 400–405, 2016.

He, N., S. Yang, F. Li, S. Trajanovski, L. Zhu, Y. Wang, and X. Fu, "Leveraging Deep Reinforcement Learning with Attention Mechanism for Virtual Network Function Placement and Routing", IEEE Transactions on Parallel and Distributed Systems, vol. 34, issue 4, pp. 1186-1201, 04/2023.

Dong, E., X. Fu, M. Xu, and Y. Yang, "Low-Cost Datacenter Load Balancing with Multipath Transport and Top-of-Rack Switches", IEEE Transactions on Parallel and Distributed Systems, vol. 31, issue 10, pp. 2232-2247, 10/2020.

M

Xiao, K., S. Yang, F. Li, L. Zhu, X. Chen, and X. Fu, "Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach", IEEE Transactions on Mobile Computing, pp. https://doi.org/10.1109/tmc.2024.3355118, 01/2024.

Wölk, F., T. Yuan, K. Kis-Katos, and X. Fu, "Measuring Consumption Changes in Rural Villages based on Satellite Image Data -- A Case Study for Thailand and Vietnam", The 17th IEEE International Conference on Mobility, Sensing and Networking (MSN 2021), Exeter, UK, IEEE, 12/2021.

O

Ren, B., D. Guo, Y. Yuan, G. Tang, W. Wang, and X. Fu, "Optimal Deployment of SRv6 to Enable Network Interconnection Service", IEEE/ACM Transactions on Networking, vol. 30, issue 1, pp. 120-133, 02/2022.

Mussabbir, Q. Bouland, W-B. Yao, Z. Niu, and X. Fu, "Optimized FMIPv6 Using IEEE 802.21 MIH Services in Vehicular Networks", {IEEE} Trans. Vehicular Technology, vol. 56, no. 6, pp. 3397–3407, 2007.

P

Yuan, T., H-M. Chung, and X. Fu, "PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communications", IEEE Network, 02/2024.

Yuan, T., H-M. Chun, and X. Fu, "PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communication", IEEE Network Magazine, 10/2023.

Zhao, T., H. Huang, X. Yao, J-. Der Luo, and X. Fu, "Predicting Individual Socioeconomic Status from Mobile Phone Data: A Semi-supervised Hypergraph-based Factor Graph Approach", International Journal of Data Science and Analytics (Springer Verlag), vol. 9, pp. 361-372, 04/2020.

Zhao, B., H. Huang, J. Luo, X. Wang, X. Yao, R. Yahyapour, Z. Wang, and X. Fu, "A Preliminary Study of E-Commerce User Behavior Based on Mobile Big Data - Invited Paper", 87th {IEEE} Vehicular Technology Conference, {VTC} Spring 2018, Porto, Portugal, June 3-6, 2018, 2018.

Yang, H., Y. Zhang, Y. Zhou, X. Fu, H. Liu, and A. V. Vasilakos, "Provably secure three-party authenticated key agreement protocol using smart cards", Computer Networks, vol. 58, pp. 29–38, 2014.

R

Yuan, Y., R. Tasik, S. Srikant Adhatarao, Y. Yuan, Z. Liu, and X. Fu, "RACE: Reinforced Cooperative Autonomous Vehicle Collision Avoidance", IEEE Transactions on Vehicular Technology, vol. 69, issue 9, pp. 9279-9291, 09/2020.

Prasad, A. S., M. Arumaithurai, D. Koll, and X. Fu, "RAERA: A Robust Auctioning Approach for Edge Resource Allocation", Proceedings of the Workshop on Mobile Edge Communications, MECOMM@SIGCOMM 2017, Los Angeles, CA, USA, August 21, 2017: {ACM}, pp. 49–54, 2017.

Liu, H., Y. Zhang, Y. Zhou, X. Fu, and L. T. Yang, "Receiving Buffer Adaptation for High-Speed Data Transfer", {IEEE} Trans. Computers, vol. 62, no. 11, pp. 2278–2291, 2013.

Yang, S., F. Li, S. Trajanovski, and X. Fu, "Recent Advances of Resource Allocation in Network Function Virtualization", IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 2, pp. 295-314, 02/2021.

Zhang, F., G. Liu, B. Zhao, X. Fu, and R. Yahyahpour, "Reducing the Network Overhead of User Mobility-induced Virtual Machine Migration in Mobile Edge Computing", Software: Practice and Experience, vol. 49, pp. 673-693, 03/2019.

Yang, S., P. Wieder, R. Yahyapour, S. Trajanovski, and X. Fu, "Reliable Virtual Machine Placement and Routing in Clouds", {IEEE} Trans. Parallel Distrib. Syst., vol. 28, no. 10, pp. 2965–2978, 2017.

Yang, S., P. Wieder, R. Yahyapour, S. Trajanovski, and X. Fu, "Reliable Virtual Machine Placement and Routing in Clouds", CoRR, vol. abs/1701.06005, 2017.

Zhang, Y., J. Yan, and X. Fu, "Reservation-based resource scheduling and code partition in mobile cloud computing", {IEEE} Conference on Computer Communications Workshops, {INFOCOM} Workshops 2016, San Francisco, CA, USA, April 10-14, 2016: {IEEE}, pp. 962–967, 2016.

Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, , Singapore, Springer, 2022.

Yuan, T., J. Yuan, D. Liu, and X. Fu, "Rethinking the Role of Communication in Collective Intelligence: Benefits and Costs ", Proceedings of ACM SIGCOMM 2022 Workshops, Amsterdam, the Netherlands, ACM, 08/2022.

S

Dong, E., P. Gao, Y. Yang, M. Xu, X. Fu, and J. Yang, "SmartSBD: Smart shared bottleneck detection for efficient multipath congestion control over heterogeneous networks", Computer Networks, 10/2023.

Zhang, F., G. Liu, X. Fu, and R. Yahyapour, "A Survey on Virtual Machine Migration: Challenges, Techniques, and Open Issues", {IEEE} Communications Surveys and Tutorials, vol. 20, no. 2, pp. 1206–1243, 2018.

Yang, S., N. He, F. Li, S. Trajanovski, X. Chen, Y. Wang, and X. Fu, "Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing", IEEE Internet of Things Journal, vol. 8, issue 2, pp. 1095-1108, 01/2021.

T

Wölk, F., T. Yuan, K. Kis-Katos, and X. Fu, "A Temporal-Spatial Analysis on the Socioeconomic Development of Rural Villages in Thailand and Vietnam based on Satellite Image Data", Computer Communications, vol. 203, pp. 146-162, 04/2023.

Fu, X., T. Yuan, W. Wang, F. Wölk, and G. Strunz, "Towards Exploiting Stakeholder Resources for Data-Driven Resilient Hazard Management", 1st IEEE International Workshop on Social and Metaverse Computing and Networking (SocialMeta 2022), in conjunction with IEEE 42nd International Conference on Distributed Computing Systems (ICDCS 2022), Bologna, Italy, IEEE, 07/2022.

Yang, S., F. Li, S. Trajanovski, and X. Fu, "Traffic routing in stochastic network function virtualization networks", Journal of Network and Computer Applications, vol. 169, issue 102765, 11/2020.

U

Yang, C., Y. Chen, Q. Gong, X. He, Y. Xiao, Y. Huang, and X. Fu, "Understanding the behavioral differences between american and german users: A data-driven study", Big Data Mining and Analytics, vol. 1, pp. 284-296, December, 2018.

V

Yuan, Y., W. Wang, Y. Wang, S. Adhatarao, B. Ren, K. Zheng, and X. Fu, "VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments", IEEE INFOCOM 2022, 05/2022.

Yuan, Y., W. Wang, Y. Wang, S. S. Adhatarao, B. Ren, K. Zheng, and X. Fu, "VSiM: Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments", IEEE/ACM Transactions on Networking, vol. accepted, 04/2023.

W

Huang, H., Y. Dong, J. Tang, H. Yang, N. V. Chawla, and X. Fu, "Will Triadic Closure Strengthen Ties in Social Networks?", ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 12, issue 3, no. 3, pp. 30:1–30:25, 04/2018.

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