Zhenhua Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 60

Top Topics

Change Point Detection

Network Congestion

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang
Deep Learning-Assisted Online Task Offloading for Latency Minimization in Heterogeneous Mobile Edge. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yu Liu, Xiaojun Shang, Yingling Mao, Zhenhua Liu, Yuanyuan Yang
Availability Aware Online Virtual Network Function Backup in Edge Environments. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang
Entanglement Routing Design Over Quantum Networks. IEEE/ACM Trans. Netw. 32 (1) (2024)
Yu Liu, Yingling Mao, Zhenhua Liu, Fan Ye, Yuanyuan Yang
Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments. IEEE Trans. Mob. Comput. 23 (6) (2024)
Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang
Entanglement Management Through Swapping Over Quantum Internets. IEEE Netw. 38 (1) (2024)
Chengyi Nie, Jessica Maghakian, Zhenhua Liu
Training DNN Models over Heterogeneous Clusters with Optimal Performance. CoRR (2024)
Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang
Energy-Aware Online Task Offloading and Resource Allocation for Mobile Edge Computing. ICDCS (2023)
Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang
Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements. ICDCS (2023)
Xiaojun Shang, Yingling Mao, Yu Liu, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang
Online Container Scheduling for Data-intensive Applications in Serverless Edge Computing. INFOCOM (2023)
Anurag Dutt, Sri Pramodh Rachuri, Ashley Lobo, Nazeer Shaik, Anshul Gandhi, Zhenhua Liu
Evaluating the energy impact of device parameters for DNN inference on edge. IGSC (2023)
Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Applied Online Algorithms with Heterogeneous Predictors. ICML (2023)
Yiming Zeng, Jiarui Zhang, Zhenhua Liu, Yuanyuan Yang
Entanglement Management through Swapping over Quantum Internets. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Yu Liu, Yingling Mao, Zhenhua Liu, Fan Ye, Yuanyuan Yang
Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments. INFOCOM (2023)
Syed Rafiul Hussain, Patrick D. McDaniel, Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Dongyoon Lee, Yu David Liu, Zhenhua Liu, Shuai Mu, Erez Zadok
Verifiable Sustainability in Data Centers. CoRR (2023)
Yiming Zeng, Yaodong Huang, Zhenhua Liu, Ji Liu
Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems. ICDCS (2022)
Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang
Multi-Entanglement Routing Design over Quantum Networks. INFOCOM (2022)
Xiaojun Shang, Yaodong Huang, Yingling Mao, Zhenhua Liu, Yuanyuan Yang
Enabling QoE Support for Interactive Applications over Mobile Edge with High User Mobility. INFOCOM (2022)
Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang
Reducing the Service Function Chain Backup Cost Over the Edge and Cloud by a Self-Adapting Scheme. IEEE Trans. Mob. Comput. 21 (8) (2022)
Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang
Multi-Entanglement Routing Design over Quantum Networks. CoRR (2022)
Yu Liu, Joshua Comden, Zhenhua Liu, Yuanyuan Yang
Online Resource Provisioning for Wireless Data Collection. ACM Trans. Sens. Networks 18 (1) (2022)
Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang
Distributed Cooperative Caching in Unreliable Edge Environments. INFOCOM (2022)
Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang
Online Service Function Chain Placement for Cost-Effectiveness and Network Congestion Control. IEEE Trans. Computers 71 (1) (2022)
Zhuolong Yu, Chuheng Hu, Jingfeng Wu, Xiao Sun, Vladimir Braverman, Mosharaf Chowdhury, Zhenhua Liu, Xin Jin
Programmable packet scheduling with a single queue. SIGCOMM (2021)
Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman
Leveraging Different Types of Predictors for Online Optimization (Invited Paper). CISS (2021)
Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Online Peak-Aware Energy Scheduling with Untrusted Advice. e-Energy (2021)
Yu Liu, Niangjun Chen, Zhenhua Liu, Yuanyuan Yang
Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization. IWQoS (2021)
Ubaid Ullah Hafeez, Xiao Sun, Anshul Gandhi, Zhenhua Liu
Towards optimal placement and scheduling of DNN operations with Pesto. Middleware (2021)
Tan N. Le, Zhenhua Liu
Flex: Closing the Gaps between Usage and Allocation. CoRR (2020)
Xiaojun Shang, Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang
Greening Reliability of Virtual Network Functions via Online Optimization. IWQoS (2020)
Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang
Online Distributed Edge Caching for Mobile Data Offloading in 5G Networks. IWQoS (2020)
Joshua Comden, Jessica Maghakian, Zhenhua Liu
Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs. ICNC (2020)
Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang
Reducing the Service Function Chain Backup Cost over the Edge and Cloud by a Self-adapting Scheme. INFOCOM (2020)
Tan N. Le, Zhenhua Liu
Flex: Closing the Gaps between Usage and Allocation. e-Energy (2020)
Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu
AlloX: compute allocation in hybrid clusters. EuroSys (2020)
Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang
Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks. ICDCS (2019)
Joshua Comden, Sijie Yao, Niangjun Chen, Haipeng Xing, Zhenhua Liu
Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms. SIGMETRICS (Abstracts) (2019)
Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu
Geographically Coordinated Primary Frequency Control. IEEE Trans. Control. Netw. Syst. 6 (3) (2019)
Jessica Maghakian, Joshua Comden, Zhenhua Liu
Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper). CISS (2019)
Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu
BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters. CoRR (2019)
Joshua Comden, Sijie Yao, Niangjun Chen, Haipeng Xing, Zhenhua Liu
Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms. Proc. ACM Meas. Anal. Comput. Syst. 3 (1) (2019)
Yu Liu, Zhenhua Liu, Yuanyuan Yang
Non-stationary Stochastic Network Optimization with Imperfect Estimations. ICDCS (2019)
Joshua Comden, Marcello Colombino, Andrey Bernstein, Zhenhua Liu
Sample Complexity of Power System State Estimation using Matrix Completion. SmartGridComm (2019)
Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang
Network Congestion-aware Online Service Function Chain Placement and Load Balancing. ICPP (2019)
Xiao Sun, Tan N. Le, Mosharaf Chowdhury, Zhenhua Liu
Fair Allocation of Heterogeneous and InterchangeableResources. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu
AlloX: Allocation across Computing Resources for Hybrid CPU/GPU clusters. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu
BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Zhenhua Liu, Ganesh Ananthanarayanan
Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Joshua Comden, Zhenhua Liu, Yue Zhao
Incentivizing Reliable Demand Response with Customers' Uncertainties and Capacity Planning. SIGMETRICS (Abstracts) (2017)
Joshua Comden, Zhenhua Liu, Yue Zhao
Harnessing Flexible and Reliable Demand Response Under Customer Uncertainties. e-Energy (2017)
Tan N. Le, Jie Liang, Zhenhua Liu, Ramesh K. Sitaraman, Jayakrishnan Nair, Bong Jun Choi
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Tan N. Le, Jie Liang, Zhenhua Liu, Ramesh K. Sitaraman, Jayakrishnan Nair, Bong Jun Choi
Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu
Geographically coordinated frequency control. CDC (2017)
Joshua Comden, Zhenhua Liu, Yue Zhao
Distributed Algorithm Design for Probabilistic Demand Response. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Tan N. Le, Zhenhua Liu, Yuan Chen, Cullen Bash
Joint capacity planning and operational management for sustainable data centers and demand response. e-Energy (2016)
Niangjun Chen, Joshua Comden, Zhenhua Liu, Anshul Gandhi, Adam Wierman
Using Predictions in Online Optimization: Looking Forward with an Eye on the Past. SIGMETRICS (2016)
Joshua Comden, Zhenhua Liu, Yue Zhao
Optimizing the Level of Commitment in Demand Response. SIGMETRICS Perform. Evaluation Rev. 44 (2) (2016)
Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica
HUG: Multi-Resource Fairness for Correlated and Elastic Demands. NSDI (2016)
Hao Chen, Zhenhua Liu, Ayse K. Coskun, Adam Wierman
Optimizing Energy Storage Participation in Emerging Power Markets. CoRR (2015)
Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew
Greening Geographical Load Balancing. IEEE/ACM Trans. Netw. 23 (2) (2015)
Hao Chen, Zhenhua Liu, Ayse K. Coskun, Adam Wierman
Optimizing energy storage participation in emerging power markets. IGSC (2015)
Zhenhua Liu, Iris Liu, Steven H. Low, Adam Wierman
Pricing data center demand response. SIGMETRICS (2014)
Adam Wierman, Zhenhua Liu, Iris Liu, Hamed Mohsenian Rad
Opportunities and challenges for data center demand response. IGCC (2014)
Zhenhua Liu, Adam Wierman, Yuan Chen, Benjamin Razon, Niangjun Chen
Data center demand response: Avoiding the coincident peak via workload shifting and local generation. Perform. Evaluation 70 (10) (2013)
Zhenhua Liu, Adam Wierman, Yuan Chen, Benjamin Razon, Niangjun Chen
Data center demand response: avoiding the coincident peak via workload shifting and local generation. SIGMETRICS (2013)
Minghong Lin, Zhenhua Liu, Adam Wierman, Lachlan L. H. Andrew
Online algorithms for geographical load balancing. IGCC (2012)
Zhenhua Liu, Yuan Chen, Cullen Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser
Renewable and cooling aware workload management for sustainable data centers. SIGMETRICS (2012)
Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew
Greening geographical load balancing. SIGMETRICS (2011)
Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew
Geographical load balancing with renewables. SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)