Research

Grants

  1. Lei Jiao, Xiaojun Lin, "Collaborative Research: CNS Core: Small: Edge AI with Streaming Data: Algorithmic Foundations for Online Learning and Control", NSF, 2022-2025. (Please type the amount manually.)
  2. Lei Jiao, "CAREER: Orchestrating Edge Infrastructures and Mobile Devices under Uncertainty to Provision Edge AI as a Service", NSF, 2021-2026. (Please type the amount manually.)
  3. Lei Jiao, "Securing Enterprise Digital Infrastructures via Online Coordinated Cloud-Edge Traffic Scrubbing", Ripple, 2020-2022. (Please type the amount manually.)

Papers
Click!
in

  1. MOBIHOC '22 Ming Shi, Xiaojun Lin, Lei Jiao, "Power-of-2-Arms for Bandit Learning with Switching Costs", ACM 23rd International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, October 2022. [PDF]
  2. SECON '22 Yi Zhong, Lei Jiao, Ruiting Zhou, Liujing Song, "On-Demand or On-Premises: Online Mitigation of DDoS Attacks via Cloud-Edge Coordination", IEEE 19th International Conference on Sensing, Communication and Networking, September 2022. [PDF]
  3. SECON '22 Youmei Song, Lei Jiao, Renyu Yang, Tianyu Wo, Jie Xu, "Incentivizing Online Edge Caching via Auction-Based Subsidization", IEEE 19th International Conference on Sensing, Communication and Networking, September 2022. [PDF]
  4. TMC '22 Fei Wang, Lei Jiao, Konglin Zhu, Lin Zhang, "Online Edge Computing Demand Response via Deadline-Aware V2G Discharging Auctions", IEEE Transactions on Mobile Computing, accepted, September 2022. [PDF]
  5. TPDS '22 Song Yang, Lei Jiao, Ramin Yahyapour, Jiannong Cao, "Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing", IEEE Transactions on Parallel and Distributed Systems, accepted, June 2022. [PDF]
  6. JSAC '22 Teng Li, Siwei Yin, Runze Yu, Yebo Feng, Lei Jiao, Yulong Shen, Jianfeng Ma, "CoAvoid: Secure, Privacy-Preserved Tracing of Contacts for Infectious Diseases", IEEE Journal on Selected Areas in Communications, accepted, June 2022. [PDF]
  7. INFOCOM '22 Yulan Yuan, Lei Jiao, Konglin Zhu, Xiaojun Lin, Lin Zhang, "AI in 5G: The Case of Online Distributed Transfer Learning over Edge Networks", IEEE 41st International Conference on Computer Communications, May 2022. [PDF]
  8. JSAC '22 Ne Wang, Ruiting Zhou, Lei Jiao, Renli Zhang, Bo Li, Zongpeng Li, "Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks", IEEE Journal on Selected Areas in Communications, accepted, April 2022. [PDF]
  9. TPDS '22 Shutong Chen, Lei Jiao, Fangming Liu, Lin Wang, "EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds", IEEE Transactions on Parallel and Distributed Systems, 33(2):343-358, February 2022. [PDF]
  10. TPDS '22 Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Lei Jiao, Sanglu Lu, "runData: Re-distributing Data via Piggybacking for Geo-distributed Data Analytics over Edges", IEEE Transactions on Parallel and Distributed Systems, 33(1):40-55, January 2022. [PDF]
  11. TCC '22 Ruiting Zhou, Jinlong Pang, Qin Zhang, Chuan Wu, Lei Jiao, Yi Zhong, Zongpeng Li, "Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs", IEEE Transactions on Cloud Computing, accepted, January 2022. [PDF]
  12. TWC '21 Yulan Yuan, Lei Jiao, Konglin Zhu, Lin Zhang, "Incentivizing Federated Learning under Long-Term Energy Constraint via Online Randomized Auctions", IEEE Transactions on Wireless Communications, accepted, December 2021. [PDF]
  13. JSAC '21 Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, "Budget-Aware Online Control of Edge Federated Learning on Streaming Data with Stochastic Inputs", IEEE Journal on Selected Areas in Communications, 39(12):3704-3722, December 2021. [PDF]
  14. TDSC '21 Yebo Feng, Jun Li, Lei Jiao, Xintao Wu, "Towards Learning-Based, Content-Agnostic Detection of Social Bot Traffic", IEEE Transactions on Dependable and Secure Computing, 18(5):2149-2163, September 2021. [PDF]
  15. TITS '21 Yulan Yuan, Lei Jiao, Konglin Zhu, Lin Zhang, "Scheduling Online EV Charging Demand Response via V2V Auctions and Local Generation", IEEE Transactions on Intelligent Transportation Systems, accepted, August 2021. [PDF]
  16. INFOCOM '21 Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, "Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning", IEEE 40th International Conference on Computer Communications, May 2021. [PDF]
  17. INFOCOM '21 Ming Shi, Xiaojun Lin, Lei Jiao, "Combining Regularization with Look-Ahead for Competitive Online Convex Optimization", IEEE 40th International Conference on Computer Communications, May 2021. [PDF]
  18. TPDS '21 Jianzhen Luo, Jun Li, Lei Jiao, Jun Cai, "On the Effective Parallelization and Near-Optimal Deployment of Service Function Chains", IEEE Transactions on Parallel and Distributed Systems, 32(5):1238-1255, May 2021. [PDF]
  19. ToN '21 Lin Wang, Lei Jiao, Ting He, Jun Li, Henri Bal, "Service Placement for Collaborative Edge Applications", IEEE/ACM Transactions on Networking, 29(1):34-47, February 2021. [PDF]
  20. ICDCS '20 Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, Xiaoliang Wang, "Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning", IEEE 40th International Conference on Distributed Computing Systems, November 2020. [PDF]
  21. BuildSys '20 Santiago Correa, Lei Jiao, Aidas Jakubenas, Roby Moyano, Jesus Omana Iglesias, Jay Taneja, "Who's in Charge Here? Scheduling EV Charging on Dynamic Grids via Online Auctions with Soft Deadlines", ACM 7th International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, November 2020. [PDF]
  22. MOBIHOC '20 Qin Zhang, Ruiting Zhou, Chuan Wu, Lei Jiao, Zongpeng Li, "Online Scheduling of Heterogeneous Distributed Machine Learning Jobs", ACM 21st International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, October 2020. [PDF]
  23. AsiaCCS '20 Devkishen Sisodia, Jun Li, Lei Jiao, "In-Network Filtering of Distributed Denial-of-Service Traffic with Near-Optimal Rule Selection", ACM 15th Asia Conference on Computer and Communications Security, October 2020. [PDF]
  24. INFOCOM '20 Wencong You, Lei Jiao, Jun Li, Ruiting Zhou, "Scheduling DDoS Cloud Scrubbing in ISP Networks via Randomized Online Auctions", IEEE 39th International Conference on Computer Communications, July 2020. [PDF]
  25. IWQoS '20 Tiantian Wang, Zhuzhong Qian, Lei Jiao, Xin Li, Sanglu Lu, "GeoClone: Online Task Replication and Scheduling for Geo-Distributed Analytics under Uncertainties", IEEE/ACM 27th International Symposium on Quality of Service, June 2020. [PDF]
  26. SECON '20 Wencong You, Lei Jiao, Sourav Bhattacharya, Yuan Zhang, "Dynamic Distributed Edge Resource Provisioning via Online Learning across Timescales", IEEE 17th International Conference on Sensing, Communication and Networking, June 2020. [PDF]
  27. SECON '20 Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang, "Provisioning Edge Inference as a Service via Online Learning", IEEE 17th International Conference on Sensing, Communication and Networking, June 2020. [PDF]
  28. COMNET '20 Xiaotong Li, Ruiting Zhou, Ying-Jun Angela Zhang, Lei Jiao, Zongpeng Li, "Smart Vehicular Communication via 5G mmWaves", Elsevier Computer Networks, May 2020. [PDF]
  29. TPDS '20 Xiaotong Li, Ruiting Zhou, Lei Jiao, Chuan Wu, Yuhang Deng, Zongpeng Li, "Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage", IEEE Transactions on Parallel and Distributed Systems, 31(4):948-966, April 2020. [PDF]
  30. JSAC '19 Yuan Zhang, Lei Jiao, Jinyao Yan, Xiaojun Lin, "Dynamic Service Placement for Virtual Reality Group Gaming on Mobile Edge Cloudlets", IEEE Journal on Selected Areas in Communications, 37(8):1881-1897, August 2019. [PDF]
  31. TMC '19 Lin Wang, Lei Jiao, Jun Li, Julien Gedeon, Max Mühlhäuser, "MOERA: Mobility-Agnostic Online Resource Allocation for Edge Computing", IEEE Transactions on Mobile Computing, 18(8):1843-1856, August 2019. [PDF]
  32. MOBIHOC '19 Lei Jiao, Ruiting Zhou, Xiaojun Lin, Xu Chen, "Online Scheduling of Traffic Diversion and Cloud Scrubbing with Uncertainty in Current Inputs", ACM 20th International Symposium on Mobile Ad Hoc Networking and Computing, July 2019. [PDF]
  33. ICDCS '19 Amit Samanta, Lei Jiao, Max Mühlhäuser, Lin Wang, "Incentivizing Microservices for Online Resource Sharing in Edge Clouds", IEEE 39th International Conference on Distributed Computing Systems, July 2019. [PDF]
  34. CNS '19 Best Paper Award Yebo Feng, Jun Li, Lei Jiao, Xintao Wu, "BotFlowMon: Learning-Based, Content-Agnostic Identification of Social Bot Traffic Flows", IEEE 7th Conference on Communications and Network Security, June 2019. [PDF]
  35. INFOCOM '19 Shutong Chen, Lei Jiao, Lin Wang, Fangming Liu, "An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control", IEEE 38th International Conference on Computer Communications, April 2019. [PDF]
  36. JSAC '18 Lingjun Pu, Lei Jiao, Xu Chen, Lin Wang, Qinyi Xie, Jingdong Xu, "Online Resource Allocation, Content Placement and Request Routing for Cost-Efficient Edge Caching in Cloud Radio Access Networks", IEEE Journal on Selected Areas in Communications, (36)8:1751-1767, August 2018. [PDF]
  37. SECON '18 Lei Jiao, Lingjun Pu, Lin Wang, Xiaojun Lin, Jun Li, "Multiple Granularity Online Control of Cloudlet Networks for Edge Computing", IEEE 15th International Conference on Sensing, Communication and Networking, June 2018. [PDF]
  38. IWQoS '18 Lei Jiao, Antonia Tulino, Jaime Llorca, Yue Jin, Alessandra Sala, Jun Li, "Online Control of Cloud and Edge Resources Using Inaccurate Predictions" (short paper), IEEE/ACM 25th International Symposium on Quality of Service, June 2018. [PDF]
  39. INFOCOM '18 Lin Wang, Lei Jiao, Ting He, Jun Li, Max Mühlhäuser, "Service Entity Placement for Social Virtual Reality Applications in Edge Computing", IEEE 37th International Conference on Computer Communications, April 2018. [PDF]
  40. Middleware '17 Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer, "Sieve: Actionable Insights from Monitored Metrics in Distributed Systems", ACM/IFIP/USENIX 18th International Middleware Conference, December 2017. [PDF]
  41. ToN '17 Lei Jiao, Antonia Tulino, Jaime Llorca, Yue Jin, Alessandra Sala, "Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks", IEEE/ACM Transactions on Networking, 25(4):2556-2570, August 2017. [PDF]
  42. ICDCS '17 Lin Wang, Lei Jiao, Jun Li, Max Mühlhäuser, "Online Resource Allocation for Arbitrary User Mobility in Distributed Edge Clouds", IEEE 37th International Conference on Distributed Computing Systems, June 2017. [PDF]
  43. ICNP '16 Workshop Best Paper Award Lin Wang, Lei Jiao, Dzmitry Kliazovich, Pascal Bouvry, "Reconciling Task Assignment and Scheduling in Mobile Edge Clouds", International Workshop on Hot Topics in Practical Networked Systems, with IEEE 24th International Conference on Network Protocols, November 2016. [PDF]
  44. ToN '16 Xu Chen, Lei Jiao, Wenzhong Li, Xiaoming Fu, "Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing", IEEE/ACM Transactions on Networking, 24(5):2795-2808, October 2016. [PDF]
  45. IPDPS '16 Lei Jiao, Antonia Tulino, Jaime Llorca, Yue Jin, Alessandra Sala, "Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks", IEEE 30th International Parallel and Distributed Processing Symposium, May 2016. [PDF]
  46. IPSN '16 Nicholas Lane, Sourav Bhattacharya, Petko Georgiev, Claudio Forlivesi, Lei Jiao, Lorena Qendro, Fahim Kawsar, "DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices", ACM/IEEE 15th International Conference on Information Processing in Sensor Networks, April 2016. [PDF]
  47. ToN '16 Lei Jiao, Jun Li, Tianyin Xu, Wei Du, Xiaoming Fu, "Optimizing Cost for Online Social Networks on Geo-Distributed Clouds", IEEE/ACM Transactions on Networking, 24(1):99-112, February 2016. [PDF]
  48. TSC '15 Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu, "Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization", IEEE Transactions on Services Computing, 8(3):398-409, May 2015. [PDF]
  49. ICWS '14 Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu, "Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds", IEEE 21st International Conference on Web Services, June 2014. [PDF]
  50. INFOCOM '14 Lei Jiao, Jun Li, Wei Du, Xiaoming Fu, "Multi-Objective Data Placement for Multi-Cloud Socially Aware Services", IEEE 33rd International Conference on Computer Communications, April 2014. [PDF]
  51. LANMAN '13 Best Paper Award Lei Jiao, Jun Li, Xiaoming Fu, "Optimizing Data Center Traffic of Online Social Networks", IEEE 19th International Workshop on Local and Metropolitan Area Networks, April 2013. [PDF]
  52. CloudNet '12 Yuan Zhang, Hao Liu, Lei Jiao, Xiaoming Fu, "To Offload or Not to Offload: An Efficient Code Partition Algorithm for Mobile Cloud Computing", IEEE 1st International Conference on Cloud Networking, November 2012. [PDF]
  53. ICNP '12 Lei Jiao, Jun Li, Tianyin Xu, Xiaoming Fu, "Cost Optimization for Online Social Networks on Geo-Distributed Clouds", IEEE 20th International Conference on Network Protocols, October 2012. [PDF]
  54. Middleware '11 Tianyin Xu, Yang Chen, Lei Jiao, Ben Zhao, Pan Hui, Xiaoming Fu, "Scaling Microblogging Services with Divergent Traffic Demands", ACM/IFIP/USENIX 12th International Middleware Conference, December 2011. [PDF]
  55. ANCS '11 Jiachen Chen, Mayutan Arumaithurai, Lei Jiao, Xiaoming Fu, K. K. Ramakrishnan, "COPSS: An Efficient Content Oriented Publish/Subscribe System", ACM/IEEE 7th Symposium on Architectures for Networking and Communications Systems, October 2011. [PDF]

Journals

    Conferences

      Workshops

        Theme 1:

          Theme 2:

            Theme 3:

              Theme 4:

                Theme 5:

                  Patents

                  1. Lei Jiao, Jesus Omana Iglesias, Diego Lugones, Alessandra Sala, Volker Hilt, "A Method and System for Managing Workload Distribution in a Virtualized System", European Patent, Filed 2016/09/01, Pending.
                  2. Lei Jiao, Diego Lugones, Yue Jin, Alessandra Sala, Volker Hilt, "A Method and System for Scaling Resources, and a Computer Program Product", European Patent, Filed 2016/04/01, Granted 2021/02/24.