Lei Jiao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 49

Top Topics

Infectious Disease

Resource Allocation

Online Convex Optimization

Top Venues

IEEE/ACM Trans. Netw.

IEEE J. Sel. Areas Commun.

IEEE Trans. Parallel Distributed Syst.

Publications

Kongyange Zhao, Zhi Zhou, Lei Jiao, Shen Cai, Fei Xu, Xu Chen
Taming Serverless Cold Start of Cloud Model Inference With Edge Computing. IEEE Trans. Mob. Comput. 23 (8) (2024)
Ying Zheng, Lei Jiao, Han Yang, Lulu Chen, Ying Liu, Yuxiao Wang, Yuedong Xu, Xin Wang, Zongpeng Li
Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks. ICPP (2024)
Konglin Zhu, Fuchun Zhang, Lei Jiao, Bowei Xue, Lin Zhang
Client selection for federated learning using combinatorial multi-armed bandit under long-term energy constraint. Comput. Networks 250 (2024)
Ming Shi, Xiaojun Lin, Lei Jiao
Combining Regularization With Look-Ahead for Competitive Online Convex Optimization. IEEE/ACM Trans. Netw. 32 (3) (2024)
Lingjun Pu, Jianxin Shi, Xinjing Yuan, Xu Chen, Lei Jiao, Tian Zhang, Jingdong Xu
: Erasure-Coded Multi-Source Streaming for UHD Videos Within Cloud Native 5G Networks. IEEE Trans. Mob. Comput. 23 (2) (2024)
Ruiting Zhou, Jinlong Pang, Qin Zhang, Chuan Wu, Lei Jiao, Yi Zhong, Zongpeng Li
Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs. IEEE Trans. Cloud Comput. 11 (2) (2023)
Biao Hou, Song Yang, Fernando A. Kuipers, Lei Jiao, Xiaoming Fu
EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines. INFOCOM (2023)
Yibo Jin, Lei Jiao, Mingtao Ji, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu
Scheduling In-Band Network Telemetry With Convergence-Preserving Federated Learning. IEEE/ACM Trans. Netw. 31 (5) (2023)
Konglin Zhu, Wentao Chen, Lei Jiao, Jiaxing Wang, Yuyang Peng, Lin Zhang
Online training data acquisition for federated learning in cloud-edge networks. Comput. Networks 223 (2023)
Fei Wang, Lei Jiao, Konglin Zhu, Xiaojun Lin, Lei Li
Toward Sustainable AI: Federated Learning Demand Response in Cloud-Edge Systems via Auctions. INFOCOM (2023)
Xinjing Yuan, Lingjun Pu, Lei Jiao, Xiaofei Wang, Meijuan Yang, Jingdong Xu
When Computing Power Network Meets Distributed Machine Learning: An Efficient Federated Split Learning Framework. IWQoS (2023)
Xinjing Yuan, Lingjun Pu, Lei Jiao, Xiaofei Wang, Meijuan Yang, Jingdong Xu
When Computing Power Network Meets Distributed Machine Learning: An Efficient Federated Split Learning Framework. CoRR (2023)
Fei Wang, Lei Jiao, Konglin Zhu, Lin Zhang
Online Edge Computing Demand Response via Deadline-Aware V2G Discharging Auctions. IEEE Trans. Mob. Comput. 22 (12) (2023)
Yibo Jin, Lei Jiao, Zhuzhong Qian, Ruiting Zhou, Lingjun Pu
Orchestrating Blockchain with Decentralized Federated Learning in Edge Networks. SECON (2023)
Yi Zhong, Lei Jiao, Ruiting Zhou, Liujing Song
On-Demand or On-Premises: Online Mitigation of DDoS Attacks via Cloud-Edge Coordination. SECON (2022)
Teng Li, Siwei Yin, Runze Yu, Yebo Feng, Lei Jiao, Yulong Shen, Jianfeng Ma
CoAvoid: Secure, Privacy-Preserved Tracing of Contacts for Infectious Diseases. CoRR (2022)
Shutong Chen, Lei Jiao, Fangming Liu, Lin Wang
EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Yulan Yuan, Lei Jiao, Konglin Zhu, Xiaojun Lin, Lin Zhang
AI in 5G: The Case of Online Distributed Transfer Learning over Edge Networks. INFOCOM (2022)
Yulan Yuan, Lei Jiao, Konglin Zhu, Lin Zhang
Incentivizing Federated Learning Under Long-Term Energy Constraint via Online Randomized Auctions. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Ne Wang, Ruiting Zhou, Lei Jiao, Renli Zhang, Bo Li, Zongpeng Li
Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Lei Jiao, Sanglu Lu
$run$ runData: Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics Over Edges. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
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 J. Sel. Areas Commun. 40 (11) (2022)
Yulan Yuan, Lei Jiao, Konglin Zhu, Lin Zhang
Scheduling Online EV Charging Demand Response via V2V Auctions and Local Generation. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Song Yang, Lei Jiao, Ramin Yahyapour, Jiannong Cao
Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification. LREC (2022)
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 J. Sel. Areas Commun. 39 (12) (2021)
Yebo Feng, Jun Li, Lei Jiao, Xintao Wu
Towards Learning-Based, Content-Agnostic Detection of Social Bot Traffic. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Lin Wang, Lei Jiao, Ting He, Jun Li, Henri E. Bal
Service Placement for Collaborative Edge Applications. IEEE/ACM Trans. Netw. 29 (1) (2021)
Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu
Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning. INFOCOM (2021)
Jianzhen Luo, Jun Li, Lei Jiao, Jun Cai
On the Effective Parallelization and Near-Optimal Deployment of Service Function Chains. IEEE Trans. Parallel Distributed Syst. 32 (5) (2021)
Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, Xiaoliang Wang
Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning. ICDCS (2020)
Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang
Provisioning Edge Inference as a Service via Online Learning. SECON (2020)
Tiantian Wang, Zhuzhong Qian, Lei Jiao, Xin Li, Sanglu Lu
GeoClone: Online Task Replication and Scheduling for Geo-Distributed Analytics under Uncertainties. IWQoS (2020)
Lin Wang, Lei Jiao, Jun Li, Julien Gedeon, Max Mühlhäuser
MOERA: Mobility-Agnostic Online Resource Allocation for Edge Computing. IEEE Trans. Mob. Comput. 18 (8) (2019)
Shutong Chen, Lei Jiao, Lin Wang, Fangming Liu
An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control. INFOCOM (2019)
Yuan Zhang, Lei Jiao, Jinyao Yan, Xiaojun Lin
Dynamic Service Placement for Virtual Reality Group Gaming on Mobile Edge Cloudlets. IEEE J. Sel. Areas Commun. 37 (8) (2019)
Amit Samanta, Lei Jiao, Max Mühlhäuser, Lin Wang
Incentivizing Microservices for Online Resource Sharing in Edge Clouds. ICDCS (2019)
Yebo Feng, Jun Li, Lei Jiao, Xintao Wu
BotFlowMon: Learning-based, Content-Agnostic Identification of Social Bot Traffic Flows. CNS (2019)
Lei Jiao, Antonia Maria Tulino, Jaime Llorca, Yue Jin, Alessandra Sala, Jun Li
Online Control of Cloud and Edge Resources Using Inaccurate Predictions. IWQoS (2018)
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 J. Sel. Areas Commun. 36 (8) (2018)
Lei Jiao, Lingjun Pu, Lin Wang, Xiaojun Lin, Jun Li
Multiple Granularity Online Control of Cloudlet Networks for Edge Computing. SECON (2018)
Lin Wang, Lei Jiao, Ting He, Jun Li, Max Mühlhäuser
Service Entity Placement for Social Virtual Reality Applications in Edge Computing. INFOCOM (2018)
Lei Jiao, Antonia Maria Tulino, Jaime Llorca, Yue Jin, Alessandra Sala
Corrections to "Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks". IEEE/ACM Trans. Netw. 26 (3) (2018)
Lei Jiao, Antonia Maria Tulino, Jaime Llorca, Yue Jin, Alessandra Sala
Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks. IEEE/ACM Trans. Netw. 25 (4) (2017)
Lin Wang, Lei Jiao, Jun Li, Max Mühlhäuser
Online Resource Allocation for Arbitrary User Mobility in Distributed Edge Clouds. ICDCS (2017)
Lei Jiao, Jun Li, Tianyin Xu, Wei Du, Xiaoming Fu
Optimizing Cost for Online Social Networks on Geo-Distributed Clouds. IEEE/ACM Trans. Netw. 24 (1) (2016)
Lin Wang, Lei Jiao, Mateusz Guzek, Dzmitry Kliazovich, Pascal Bouvry
Achieving Energy Efficiency in Cloud Brokering. CoRR (2016)
Lin Wang, Lei Jiao, Dzmitry Kliazovich, Pascal Bouvry
Reconciling task assignment and scheduling in mobile edge clouds. ICNP (2016)
Lei Jiao, Antonia Maria Tulino, Jaime Llorca, Yue Jin, Alessandra Sala
Smoothed Online Resource Allocation in Multi-tier Distributed Cloud Networks. IPDPS (2016)
Lei Jiao, Jun Li, Wei Du, Xiaoming Fu
Multi-objective data placement for multi-cloud socially aware services. INFOCOM (2014)
Lei Jiao, Jun Li, Xiaoming Fu
Optimizing data center traffic of Online Social Networks. LANMAN (2013)
Lei Jiao, Jun Li, Tianyin Xu, Xiaoming Fu
Cost optimization for Online Social Networks on geo-distributed clouds. ICNP (2012)