Lei Jiao

Orcid: 0000-0002-3964-3172

Affiliations:

University of Oregon, Department of Computer and Information Science, Eugene, OR, USA
University of Göttingen, Germany (PhD 2014)
Alcatel-Lucent/Nokia Bell Labs, Dublin, Ireland

According to our database¹, Lei Jiao authored at least 75 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., November, 2024

Online and Predictive Coordinated Cloud-Edge Scrubbing for DDoS Mitigation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., October, 2024

Taming Serverless Cold Start of Cloud Model Inference With Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., August, 2024

Combining Regularization With Look-Ahead for Competitive Online Convex Optimization.

[BibT_eX]

[DOI]

Ming Shi

Xiaojun Lin

Lei Jiao

IEEE/ACM Trans. Netw., June, 2024

: Erasure-Coded Multi-Source Streaming for UHD Videos Within Cloud Native 5G Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., February, 2024

Client selection for federated learning using combinatorial multi-armed bandit under long-term energy constraint.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Scheduling Generative-AI Job DAGs with Model Serving in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Efficient Online DNN Inference with Continuous Learning in Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks.

[BibT_eX]

[DOI]

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

Online Edge Computing Demand Response via Deadline-Aware V2G Discharging Auctions.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., December, 2023

Scheduling In-Band Network Telemetry With Convergence-Preserving Federated Learning.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., October, 2023

Online training data acquisition for federated learning in cloud-edge networks.

[BibT_eX]

[DOI]

Comput. Networks, March, 2023

Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2023

Orchestrating Blockchain with Decentralized Federated Learning in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

When Computing Power Network Meets Distributed Machine Learning: An Efficient Federated Split Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Toward Sustainable AI: Federated Learning Demand Response in Cloud-Edge Systems via Auctions.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Incentivizing Federated Learning Under Long-Term Energy Constraint via Online Randomized Auctions.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

$run$ runData: Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics Over Edges.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

EdgeDR: An Online Mechanism Design for Demand Response in Edge Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Scheduling Online EV Charging Demand Response via V2V Auctions and Local Generation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

CoAvoid: Secure, Privacy-Preserved Tracing of Contacts for Infectious Diseases.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

On-Demand or On-Premises: Online Mitigation of DDoS Attacks via Cloud-Edge Coordination.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Incentivizing Online Edge Caching via Auction - Based Subsidization.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Power-of-2-arms for bandit learning with switching costs.

[BibT_eX]

[DOI]

Ming Shi

Xiaojun Lin

Lei Jiao

Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

AI in 5G: The Case of Online Distributed Transfer Learning over Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

2021

On the Effective Parallelization and Near-Optimal Deployment of Service Function Chains.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Service Placement for Collaborative Edge Applications.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

Towards Learning-Based, Content-Agnostic Detection of Social Bot Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2021

Budget-Aware Online Control of Edge Federated Learning on Streaming Data With Stochastic Inputs.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Smart vehicular communication via 5G mmWaves.

[BibT_eX]

[DOI]

Xiaotong Li

Ruiting Zhou

Ying-Jun Angela Zhang

Lei Jiao

Zongpeng Li

Comput. Networks, 2020

Who's in Charge Here?: Scheduling EV Charging on Dynamic Grids via Online Auctions with Soft Deadlines.

[BibT_eX]

[DOI]

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Dynamic Distributed Edge Resource Provisioning via Online Learning across Timescales.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Provisioning Edge Inference as a Service via Online Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Online scheduling of heterogeneous distributed machine learning jobs.

[BibT_eX]

[DOI]

Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

GeoClone: Online Task Replication and Scheduling for Geo-Distributed Analytics under Uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Scheduling DDoS Cloud Scrubbing in ISP Networks via Randomized Online Auctions.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

In-Network Filtering of Distributed Denial-of-Service Traffic with Near-Optimal Rule Selection.

[BibT_eX]

[DOI]

Devkishen Sisodia

Jun Li

Lei Jiao

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

2019

MOERA: Mobility-Agnostic Online Resource Allocation for Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

On the Value of Look-Ahead in Competitive Online Convex Optimization.

[BibT_eX]

[DOI]

Ming Shi

Xiaojun Lin

Lei Jiao

Proc. ACM Meas. Anal. Comput. Syst., 2019

Dynamic Service Placement for Virtual Reality Group Gaming on Mobile Edge Cloudlets.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Online Scheduling of Traffic Diversion and Cloud Scrubbing with Uncertainty in Current Inputs.

[BibT_eX]

[DOI]

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Incentivizing Microservices for Online Resource Sharing in Edge Clouds.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

BotFlowMon: Learning-based, Content-Agnostic Identification of Social Bot Traffic Flows.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018

Corrections to "Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks".

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Online Resource Allocation, Content Placement and Request Routing for Cost-Efficient Edge Caching in Cloud Radio Access Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Multiple Granularity Online Control of Cloudlet Networks for Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Online Control of Cloud and Edge Resources Using Inaccurate Predictions.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Service Entity Placement for Social Virtual Reality Applications in Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017

Smoothed Online Resource Allocation in Multi-Tier Distributed Cloud Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

Sieve: Actionable Insights from Monitored Metrics in Microservices.

[BibT_eX]

[DOI]

CoRR, 2017

Sieve: actionable insights from monitored metrics in distributed systems.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Online Resource Allocation for Arbitrary User Mobility in Distributed Edge Clouds.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Optimizing Cost for Online Social Networks on Geo-Distributed Clouds.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Achieving Energy Efficiency in Cloud Brokering.

[BibT_eX]

[DOI]

CoRR, 2016

DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Reconciling task assignment and scheduling in mobile edge clouds.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

2015

Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization.

[BibT_eX]

[DOI]

Michael Rung-Tsong Lyu

IEEE Trans. Serv. Comput., 2015

2014

Online Social Network Data Placement over Clouds.

[BibT_eX]

[DOI]

Lei Jiao

PhD thesis, 2014

Multi-objective data placement for multi-cloud socially aware services.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2013

Decentralizing Microblogging Services by Differentiating User Traffic Demands.

[BibT_eX]

[DOI]

Prax. Inf.verarb. Kommun., 2013

Optimizing data center traffic of Online Social Networks.

[BibT_eX]

[DOI]

Lei Jiao

Jun Li

Xiaoming Fu

Proceedings of the 19th IEEE Workshop on Local & Metropolitan Area Networks, 2013

Cloud-based computation offloading for mobile devices: State of the art, challenges and opportunities.

[BibT_eX]

[DOI]

Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013

2012

Cost optimization for Online Social Networks on geo-distributed clouds.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Network Protocols, 2012

To offload or not to offload: An efficient code partition algorithm for mobile cloud computing.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE International Conference on Cloud Networking, 2012

2011

Scaling Microblogging Services with Divergent Traffic Demands.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2011, 2011

COPSS: An Efficient Content Oriented Publish/Subscribe System.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), 2011

Lei Jiao

Timeline

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Bibliography

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