Journal papers

  • Shengli Pan, Peng Li, Changsheng Yi, Deze Zeng, Ying-Chang Liang, and Guangmin Hu, "Edge Intelligence Empowered Urban Traffic Monitoring: A Network Tomography Perspective", IEEE Transactions on Intelligent Transportation Systems.
  • Yufeng Zhan, Peng Li, Zhihao Qu, Deze Zeng and Song Guo, "A Learning-based Incentive Mechanism for Federated Learning", IEEE Internet of Things Journal.
  • Shengli Pan, Peng Li, Deze Zeng, Song Guo and Guangmin Hu, “A Q-learning Based Framework for Congested Link Identification”, IEEE Internet-of-Things Journal.
  • Yufeng Zhan, Jiang Zhang, Peng Li and Yuanqing Xia, “Crowdtraining: Architecture and Incentive Mechanism for Deep Learning Training in Internet of Things”, IEEE Network.
  • Qihua Zhou, Kun Wang, Peng Li, Deze Zeng, Song Guo, Baoliu Ye, and Minyi Guo, “Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datecenter Networks”, IEEE Transactions on Computer.
  • Peng Li, Xing Wu, Wenfeng Shen, Weiqin Tong and Song Guo, “Collaboration of Heterogeneous Unmanned Vehicles for Smart Cities”, IEEE Network.
  • Qichao Xu, Zhou Su, Kuan Zhang and Peng Li, “Intelligent Cache Pollution Attacks Detection for Edge Computing enabled Mobile Social Networks”, IEEE Transactions on Emerging Topics in Computational Intelligence.
  • Qinglin Yang, Xiaofei Luo, Peng Li, Toshiaki Miyazaki, Wenfeng Shen, and Weiqin Tong, “Cooperation of Mobile Devices for Fast Inference of Deep Learning Applications”, Mobile Networks and Applications (MONET).
  • Yuben Qu, Shaojie Tang, Chao Dong, Peng Li, Song Guo, Haipeng Dai and Fan Wu, “Posted Pricing for Chance Constrained Robust Crowdsensing”, IEEE Transactions on Mobile Computing.
  • Lin Li, Xiaofei Liao, Peng Li, Hai Jin and Yu Zhang, “Echo: An Edge-Centric Code Offloading System with Quality of Service Guarantee”, IEEE Access.
  • Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiangtao Luo, Baoliu Ye, and Minyi Guo, “Making Big Data Open in Edges: A Resource-Efficient Blockchain-based Approach”, IEEE Transactions on Parallel and Distributed Systems.
  • Kazuya Anazawa, Toshiaki Miyazaki, and Peng Li, “Data Synchronization Method among Isolated Servers using Mobile Relays”, IEIEC Transactions on Communications.
  • Huawei Huang, Peng Li, Song Guo, Weifa Liang, and Kun Wang, “Near-Optimal Deployment of Service Chains by Exploiting Correlations between Network Functions”, IEEE Transactions on Cloud Computing.
  • Jiahui Yu, Kun Wang, Peng Li and Song Guo, "An Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection", IEEE Transactions on Big Data.
  • Wei Zhang, Xiaofei Liao, Peng Li, Hai Jin, Lin Li, and Bingbing Zhou, "Fine-Grained Scheduling in Cloud Gaming on Heterogeneous CPU-GPU Clusters", IEEE Network.
  • Huawei Huang, Peng Li, Song Guo, Weifa Liang, and Kun Wang, "Near-Optimal Deployment of Service Chains by Exploiting Correlations between Network Functions", IEEE Transactions on Cloud Computing (TCC)
  • Jun Mi, Kun Wang, Peng Li, Song Guo, and Yanfei sun, "Software-defined Green 5G System for Big Data", IEEE Communication Magazine.
  • Kun Wang, Xiaoxuan Hu, Huining Li, Peng Li, Deze Zeng, and Song Guo, "A Survey on Energy Internet Communications for Sustainability", IEEE Transactions on Sustainable Computing.
  • Xiulong Liu, Keqiu Li, Song Guo, Alex X Liu, Peng Li and Kun Wang, "Top-K Queries for Categorized RFID Systems", IEEE/ACM Transactions on Networking.
  • Huawei Huang, Song Guo, Peng Li and Toshiaki Miyazaki, "Stochastic Analysis on the Deactivation-Controlled Epidemic Routing in DTNs with Multiple Sinks", Ad Hoc & Sensor Wireless Networks.
  • Peng Li, Toshiaki Miyazaki, Kun Wang, Song Guo, and Weihua Zhuang, "Vehicle-Assist Resilient Information and Network System for Disaster Management", IEEE Transactions on Emerging Topics in Computing.
  • Junbo Wang, Song Guo, Zixue Cheng, Peng Li, and Jie Wu, "Optimization of Deployable-base-stations with Guaranteed QoE in Disaster Scenarios", IEEE Transactions on Vehicular Technology.
  • Peng Li, Song Guo, Toshiaki Miyazaki, Xiaofei Liao, Hai Jin, Albert Y. Zomaya, and Kun Wang, "Traffic-aware Geo-distributed Big Data Analytics with Predictable Job Completion Time", IEEE Transactions on Parallel and Distributed Systems (TPDS). [PDF]
  • Peng Li, Song Guo, Toshiaki Miyazaki, Miao Xie, Jiankun Hu, and Weihua Zhuang, "Privacy-preserving Access to Big Data in the Cloud", IEEE Cloud Computing.
  • Miyazaki, N. Suematsu, D. Baba, P. Li, S. Guo, J. Kitamichi, T. Hayashi, and T. Tsukahara , "Demand-Addressable Sensor Network: Toward Large-Scale Active Information Acquisition," IEEE Sensors Journal, vol. 16, no. 20, pp. 7421-7432, October 2016.
  • Peng Li, Song Guo, Shui Yu, and Weihua Zhuang, “Cross-cloud MapReduce for Big Data”, IEEE Transactions on Cloud Computing (TCC), accepted.
  • Huan Ke, Peng Li, Song Guo, and Minyi Guo, “On Traffic-Aware Partition and Aggregation in MapReduce for Big Data Applications”, IEEE Transactions on Parallel and Distributed Systems (TPDS), accepted.
  • Peng Li, Song Guo, and Ivan Stojmenovic, “A Truthful Double Auction for Device-to-Device Communications in Cellular Networks”, IEEE Journal on Selected Areas in Communications (JSAC), accepted.
  • Huawei Huang, Peng Li, Song Guo, and Weihua Zhuang, “Software-Defined Wireless Mesh Networks: Architecture and Traffic Orchestration”, IEEE Network Magazine, accepted.
  • Huawei Huang, Song Guo, Peng Li, Baoliu Ye and Ivan Stojmenovic, “Joint Optimization of Rule Placement and Traffic Engineering for QoS Provisioning in Software Defined Network”, IEEE Transactions on Computers (TC), accepted. (SDN)
  • Deze Zeng, Peng Li, Song Guo, Toshiaki Miyazaki, Jiankun Hu, and Yong Xiang, “Energy Minimization in Multi-Task Software-Defined Sensor Networks”, IEEE Transactions on Computers (TC), vol.64, no.11, pp.3128-3139, November 2015.
  • Zaiyang Tang, Song Guo, Peng Li, Toshiaki Miyazaki, Hai Jin and Xiaofei Liao, "Energy-Efficient Transmission Scheduling in Mobile Phones using Machine Learning and Participatory Sensing", IEEE Transactions on Vehicular Technology (TVT) , accepted.
  • Peng Li and Song Guo, “Incentive Mechanisms for Device-to-Device Communications”, IEEE Network, vol.29, no.4, pp.65-79, July 2015.
  • Huan Ke, Peng Li, Song Guo, and Ivan Stojmenovic, “Aggregation on the Fly: Reducing Traffic for Big Data in Cloud”, IEEE Network, vol.29, no.5, pp.17-23, September 2015.
  • Peng Li, Song Guo and Jiankun Hu, “Energy-Efficient Cooperative Communications for Multimedia Applications in Multi-Channel Wireless Networks”, IEEE Transactions on Computers (TC), vol.64, no.6, pp.1670-1679, June 2015.
  • Peng Li, Song Guo, Toshiaki Miyazaki and Weihua Zhuang, “Fine-grained Resource Allocation for Cooperative Device-to-Device Communication in Cellular Networks”, IEEE Wireless Communication Magazine , vol. 21, no. 5, October 2014, pp. 35-40.
  • Zixue Cheng, Peng Li, Junbo Wang and Song Guo, “Just-in-Time Code Offloading for Wearable Computing”, IEEE Transactions on Emerging Topics in Computing (TETC) , vol. 3, no. 1, March 2015, pp. 74-83.
  • He Li, Peng Li, Song Guo, Xiaofei Liao, and Hai Jin “Modeap: Moving Desktop Application to Mobile Cloud Service”, ACM/Springer Mobile Networks and Applications, vol. 19, no. 4, August 2014, pp. 563-571.
  • Zaiyang Tang, Zirui. Wang, Peng Li, Song Guo, Xiaofei Liao, and Hai Jin, “An Application Layer Protocol for Energy-efficient Bandwidth Aggregation with Guaranteed Quality-of-Experience”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.26, no. 6, pp. 1538-1546, June 2015.
  • Lin Gu, Deze Zeng, Peng Li, and Song Guo, “Cost Minimization for Big Data Processing in Geo-Distributed Data Centers”, IEEE Transactions on Emerging Topics in Computing (TETC), vol. 2, no. 3, September 2014, pp. 314-323.
  • He Li, Peng Li, Song Guo and Amiya Nayak, “Byzantine-Resilient Secure Software-Defined Networks with Multiple Controllers in Cloud”, IEEE Transactions on Cloud Computing (TCC), vol. 2, no. 4, October-December 2014, pp. 436-447.
  • Peng Li, S. Guo, W. Zhuang, and B. Ye, “On efficient resource allocation for cognitive and cooperative communications”, IEEE Journal of Selected Areas on Communications (JSAC), vol.32, no.2, pp.264-273, February 2014.
  • Peng Li, Song Guo, Jiankun Hu, and Ruhul Sarker, “Lifetime Optimization for Reliable Broadcast and Multicast in Wireless Ad-hoc Networks”, Wireless Communications and Mobile Computing, vol. 14, no. 2, February 2014, pp. 221-231.
  • Peng Li, Song Guo, Shui Yu, and A.V. Vasilakos, “Reliable multicast with pipelined network coding using opportunistic feeding and routing”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 12, pp. 3264-3273, Dec. 2014.
  • Peng Li, Song Guo, and Weihua Zhuang, “Optimal transmission scheduling of cooperative communication with a full-duplex relay”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.25, no.9, pp. 2353-2363, Sept. 2014.
  • Peng Li, Song Guo, and Zixue Cheng, “Max-min lifetime optimization for cooperative communications in multi-channel wireless networks”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.25, no.6, pp.1533,1542, June 2014.
  • Peng Li, Song Guo, and Zixue Cheng, “Joint optimization of electricity and communication cost for meter data collection in smart grid”, IEEE Transactions on Emerging Topics in Computing (TETC), vol.1, no.2, pp.297-306, Dec. 2013.
  • Peng Li, Song Guo, and V.C.M. Leung, “Maximum-lifetime coding tree for multicast in lossy wireless networks”, IEEE Wireless Communication Letter, vol. 2, no. 3, pp. 295-298, 2013.
  • Peng Li, and Song Guo, “On the multicast capacity in energy-constrained lossy wireless networks by exploiting intra-batch and inter-batch network coding”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.24, no.11, pp.2251-2260, Nov. 2013.
  • Peng Li, Song Guo, Yong Xiang, and Hai Jin, “Unicast and broadcast throughput maximization in amplify-and-forward relay networks”, IEEE Transactions on Vehicular Technology (TVT), vol.61, no.6, pp.2768-2776, 2012.

Conference papers

  • Yufeng Zhan, Peng Li, and Song Guo, “Experience-Driven Computational Resource Allocation of Federated Learning by Deep Reinforcement Learning”, IEEE IPDPS 2020.
  • Peng Li, Toshiaki Miyazaki, and Wanlei Zhou, “Secure Balance Planning of Off-blockchain Payment Channel Networks”, IEEE INFOCOM 2020.
  • Jingyuan Lu, Peng Li, Kun Wang, Huibin Feng, et al. “Topology-Aware Job Scheduling for Machine Learning Cluster”, IEEE Global Communication Conference (GLOBECOM), 2019.
  • Qinglin Yang, Xiaofei Luo, Peng Li, Toshiaki Miyazaki, and Xiaoyan Wang, “Computation Offloading for Fast CNN Inference in Edge Computing”, ACM Conference on Research in Adaptive and Convergent Systems (RACS), 2019.
  • Xiaofei Luo, Qinglin Yang, Peng Li, Toshiaki Miyazaki, and Xiaoyan Wang, “Grouping Strategy for RFID-based Activity Recognition in Smart Home”, IEEE International Conference on Cyber, Phsical and Social Computing, 2019.
  • Kagome Naya, Xiaoxuan Hu, Toshiaki Miyazaki, Peng Li and Kun Wang, “Non-invasive and Quick Respiratory-Rate Monitoring at Bedtime using Passive RFIDs”, IEEE International Conference on Cyber, Phsical and Social Computing, 2019.
  • Baohua Liu, Wenfeng Shen, Peng Li and Xin Zhu, “Accelerate Mini-batch Machine Learning Training with Dynamic Batch Size Fitting”, The International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 14-19, 2019.
  • Xiaoyan Wang, Masahiro Umehira, Biao Han, Peng Li, Yu Gu and Celimuge Wu, “Online Incentive Mechanism for Crowdsourced Radio Environment Map Construction”, IEEE International Conference on Communications (ICC), 2019.
  • Li Lin, Xiaofei Liao, Peng Li, Hai Jin and Jinbo Xiong, "Distributed and Application-aware Task Scheduling in Edge-clouds", International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 2018.
  • Qihua Zhou, Peng Li, Kun Wang, Deze Zeng, Song Guo and Minyi Guo, "Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks", The 32nd IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2018.
  • Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng and Song Guo, "Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage", IEEE International Conference on Communications (ICC), 2018.
  • Chenhan Xu, Kun Wang, Guoliang Xu, Peng Li, Song Guo, and Jiangtao Luo, "Making Big Data Open in Collaborative Edges: A Blockchain-based Framework with Reduced Resource Requirements", IEEE International Conference on Communications (ICC), 2018.
  • Yu Gu, Tao Liu, Jie Li, Fuji Ren, Zhi Liu, Xiaoyan Wang, and Peng Li, "EmoSense: Data-driven Emotion Sensing via Off-the-Shelf WiFi Devices", IEEE International Conference on Communications (ICC), 2018.
  • Xiaoyan Wang, Masahiro Umehira, Peng Li, Yu Gu, and Yusheng Ji, "Incentivizing Crowdsourcing for Exclusion Zong Refinement in Spectrum Sharing System", 23rd Asia-Pacific Conference on Communications (APCC), 2017.
  • Wei Zhang, Xiaofei Liao, Peng Li, Hai Jin and Li Lin, "ShareRender: Bypassing GPU Virtulization to Enable Fine-grained Resource Sharing for Cloud Gaming", ACM Multimedia 2017.
  • Zaiyang Tang, Peng Li, Song Guo, Xiaofei Liao, Hai Jin and Daqing Zhang, “Selective Traffic Offloading on the Flay: a Machine Learning Approach”, ICDCS (short paper), 2017. [PDF]
  • Peng Li, Toshiaki Miyazaki, and Song Guo, “Traffic-aware Task Placement with Guaranteed Job Completion Time for Geo-distributed Big Data”, IEEE ICC, 2017.
  • Toshiaki Miyazaki, Kazuya Anazawa, Yusuke Igarashi, Peng Li and Song Guo, "Resilient Information Management System for Disaster Situations", The 31st International Conference on Information Networking (ICOIN), 2017.
  • [GC2016] Peng Li, Toshiaki Miyazaki, Song Guo, and Weihua Zhuang, “Online Scheduling of Mobile Stations for Disaster Management”, IEEE GLOBECOM, 2016.
  • [DSE2016] Qimeng Zang, Peng Li, and Song Guo, “Software-Defined Data Shuffling for Big Data Jobs with Task Duplication”, IEEE International Conference on Parallel Processing (ICPP) Workshop on Data Science and Engineering (DSE), Philadelphia, USA, Augest 16-19, 2016.
  • [GC2015] Kazuya Anazawa, Peng Li, Toshiaki Miyazaki, and Song Guo, “Trajectory and Data Planning for Mobile Relay to Enable Efficient Internet Access after Disaster”, IEEE GLOBEBOME, 2015.
  • Xiao Lei, Zaiyang Tang, Peng Li, Hai Jin, Song Guo, Xiaofei Liao, and Feng Lu, “Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality”, The 24th International Conference on Computer Communications and Networks (ICCCN), Las Vegas, Nevada, USA, August 3-6, 2015.
  • Jiao Song, Feng Lu, Hai Jin, Tang Zaiyang, Peng Li, Xiaofei Liao, and Xia Xie, “Cost Minimization for Code Offloading with Cellular Traffic Aggregation”, The 20th Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, July 6-9, 2015.
  • Peng Li, Toshiaki Miyazaki, and Song Guo, “'Relay Placement for Latency Minimization in Delay Tolerant Networks”, IEEE International Conference on Communications (ICC), London, UK, June 2015.
  • Toshiaki Miyazaki, Peng Li, Song Guo, Junji Kitamichi, Takafumi Hayashi, and Tsuneo Tsukahara, “On-Demand Customizable Wireless Sensor Network”, International Conference on Ambient Systems, Networks and Technologies (ANT), London, UK, June 2015.
  • He Li, Peng Li, and Song Guo, “MoRule: optimized rule placement for mobile users in SDN-enabled access networks”, IEEE GLOBECOM, 2014
  • Huawei Huang, Song Guo, Peng Li, and Toshiaki Miyazaki, “Deactivation controlled epidemic routing in disruption tolerant networks with multiple sinks”, IEEE GLOBECOM, 2014.
  • Huawei Huang, Peng Li, Song Guo, and Baoliu Ye, “Joint optimization of rule placement and traffic engineering for QoS provisioning in software defined network”, IEEE/ACM IWQoS, Hong Kong, China, 2014.
  • Peng Li, and Song Guo, “Privacy-preserving access to big data on cloud”, IEEE INFOCOM Workshop of Security and Privacy in Big Data, 2014.
  • Huan Ke, Peng Li, and Song Guo, “Crowdsourcing on mobile cloud: cost minimization of joint data acquisition and processing”, IEEE INFOCOM Workshop of Mobile Cloud Computing, 2014
  • He Li, Peng Li, Song Guo, and Shui Yu, “Byzantine-resilient secure software-defined networks with multiple controllers”, IEEE ICC 2014.
  • He Li, Peng Li, and Song Guo, “Efficient privacy-preserving multicast in cloud data centers”, IEEE ICC 2014.
  • Deze Zeng, Peng Li, Song Guo, and Toshiaki Miyazaki, “Minimum-energy reprogramming with guaranteed quality-of-sensing in software-defined sensor networks”, IEEE ICC 2014.
  • Peng Li, Song Guo, and Weihua Zhuang, “Interference cancellation and rate maximization in full-duplex cooperative communications”, in Proc. of IEEE GLOBECOM, 2013.
  • Peng Li, Song Guo, Zixue Cheng, and A. V. Vasilakos, “Joint relay assignment and channel allocation for energy-efficient cooperative communications”, in Proc. of IEEE Wireless Communications and Networking Conference (WCNC), pp. 626-630, April 2013.
  • Peng Li, Song Guo, Toshiaki Miyazaki, and V.C.M. Leung, “Joint optimization of transmission scheduling and relay assignment for cooperative communications”, in Proc. of IEEE International Conference on Communications (ICC), pp. 6338-6342, June 2013.
  • Peng Li, and Song Guo, “Delay minimization for reliable data collection on overhead transmission lines in smart grid”, in Proc. of IEEE Computing, Communications and IT Applications Conference (ComComAp), pp. 147-152, April 2013.
  • Peng Li, Song Guo and V.C.M. Leung, “Improving throughput by fine-grained channel allocation in cooperative wireless networks”, in Proc. of IEEE Globecom, 2012.
  • Peng Li, Song Guo and W. Zhuang, and B. Ye, “Capacity maximization in cooperative CRNs: joint relay assignment and channel allocation”, in Proc. of IEEE ICC, 2012.
  • Peng Li, Song Guo, Shui Yu, and A.V. Vasilakos, “Codepipe: an opportunistic feeding and routing protocol for reliable multicast with pipelined network coding”, in Proc. of IEEE INFOCOM, pp. 100-108, 2012.
  • Chihao Hsu, Peng Li, Song Guo, Shui Yu, and Z. Qian, “Multicast lifetime maximization using network coding in lossy wireless ad-hoc networks”, in Proc. of EUC, 2011.
  • Peng Li, Song Guo, Hai Jin, and V.C.M. Leuing, “Maximum lifetime broadcast and multicast routing in unreliable wireless ad-hoc networks”, in Proc. of IEEE GLOBECOM, 2010.
  • Peng Li and Song Guo, “Energy minimization on thread-level speculation in multicore systems”, in proceedings of ISPDC, Istanbul, Turkey, July 7-9, 2010, pp. 125-132.
  • Peng Li and Song Guo, “Minimizing the energy consumption of behavior-oriented parallelization”, in proceedings of PDPTA, Las Vegas, Nevada, USA, July 13-16, 2009, pp.821-827
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