Zhenhua Liu

According to our database, Zhenhua Liu authored at least 64 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments.

Yu Liu, Yingling Mao, Zhenhua Liu, Fan Ye, Yuanyuan Yang

IEEE Trans. Mob. Comput., June, 2024

Availability Aware Online Virtual Network Function Backup in Edge Environments.

Yu Liu, Xiaojun Shang, Yingling Mao, Zhenhua Liu, Yuanyuan Yang

IEEE Trans. Mob. Comput., May, 2024

Deep Learning-Assisted Online Task Offloading for Latency Minimization in Heterogeneous Mobile Edge.

Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang

IEEE Trans. Mob. Comput., May, 2024

Entanglement Routing Design Over Quantum Networks.

Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang

IEEE/ACM Trans. Netw., February, 2024

Entanglement Management Through Swapping Over Quantum Internets.

Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang

IEEE Netw., January, 2024

NVM-Enhanced Machine Learning Inference in 6G Edge Computing.

Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang

IEEE Trans. Netw. Sci. Eng., 2024

Aladdin: Joint Placement and Scaling for SLO-Aware LLM Serving.

Chengyi Nie, Rodrigo Fonseca, Zhenhua Liu

CoRR, 2024

Training DNN Models over Heterogeneous Clusters with Optimal Performance.

Chengyi Nie, Jessica Maghakian, Zhenhua Liu

CoRR, 2024

Cannikin: Optimal Adaptive Distributed DNN Training over Heterogeneous Clusters.

Chengyi Nie, Jessica Maghakian, Zhenhua Liu

Proceedings of the 25th International Middleware Conference, 2024

Multi-User Entanglement Routing Design over Quantum Internets.

Yiming Zeng, Jiarui Zhang, Xiaojun Shang, Ji Liu, Zhenhua Liu, Yuanyuan Yang

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing.

Bing-Shiun Han, Tathagata Paul, Zhenhua Liu, Anshul Gandhi

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023

Entanglement Management through Swapping over Quantum Internets.

Yiming Zeng, Jiarui Zhang, Zhenhua Liu, Yuanyuan Yang

SIGMETRICS Perform. Evaluation Rev., September, 2023

Verifiable Sustainability in Data Centers.

Syed Rafiul Hussain, Patrick D. McDaniel, Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Dongyoon Lee, Yu David Liu, Zhenhua Liu, Shuai Mu, Erez Zadok

CoRR, 2023

Online Container Scheduling for Data-intensive Applications in Serverless Edge Computing.

Xiaojun Shang, Yingling Mao, Yu Liu, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang

Proceedings of the IEEE INFOCOM 2023, 2023

Evaluating the energy impact of device parameters for DNN inference on edge.

Anurag Dutt, Sri Pramodh Rachuri, Ashley Lobo, Nazeer Shaik, Anshul Gandhi, Zhenhua Liu

Proceedings of the 14th International Green and Sustainable Computing Conference, 2023

Applied Online Algorithms with Heterogeneous Predictors.

Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu

Proceedings of the International Conference on Machine Learning, 2023

Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements.

Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Energy-Aware Online Task Offloading and Resource Allocation for Mobile Edge Computing.

Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022

Online Resource Provisioning for Wireless Data Collection.

Yu Liu, Joshua Comden, Zhenhua Liu, Yuanyuan Yang

ACM Trans. Sens. Networks, 2022

Reducing the Service Function Chain Backup Cost Over the Edge and Cloud by a Self-Adapting Scheme.

Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang

IEEE Trans. Mob. Comput., 2022

Online Service Function Chain Placement for Cost-Effectiveness and Network Congestion Control.

Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang

IEEE Trans. Computers, 2022

Multi-Entanglement Routing Design over Quantum Networks.

Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang

Proceedings of the IEEE INFOCOM 2022, 2022

Enabling QoE Support for Interactive Applications over Mobile Edge with High User Mobility.

Xiaojun Shang, Yaodong Huang, Yingling Mao, Zhenhua Liu, Yuanyuan Yang

Proceedings of the IEEE INFOCOM 2022, 2022

Distributed Cooperative Caching in Unreliable Edge Environments.

Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang

Proceedings of the IEEE INFOCOM 2022, 2022

Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems.

Yiming Zeng, Yaodong Huang, Zhenhua Liu, Ji Liu

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Programmable packet scheduling with a single queue.

Zhuolong Yu, Chuheng Hu, Jingfeng Wu, Xiao Sun, Vladimir Braverman, Mosharaf Chowdhury, Zhenhua Liu, Xin Jin

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Towards optimal placement and scheduling of DNN operations with Pesto.

Ubaid Ullah Hafeez, Xiao Sun, Anshul Gandhi, Zhenhua Liu

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization.

Yu Liu, Niangjun Chen, Zhenhua Liu, Yuanyuan Yang

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Online Peak-Aware Energy Scheduling with Untrusted Advice.

Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

Leveraging Different Types of Predictors for Online Optimization (Invited Paper).

Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

2020

Online Distributed Edge Caching for Mobile Data Offloading in 5G Networks.

Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang

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

Greening Reliability of Virtual Network Functions via Online Optimization.

Xiaojun Shang, Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang

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

Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs.

Joshua Comden, Jessica Maghakian, Zhenhua Liu

Proceedings of the International Conference on Computing, Networking and Communications, 2020

AlloX: compute allocation in hybrid clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

Flex: Closing the Gaps between Usage and Allocation.

Tan N. Le, Zhenhua Liu

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019

Geographically Coordinated Primary Frequency Control.

Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu

IEEE Trans. Control. Netw. Syst., 2019

Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms.

Joshua Comden, Sijie Yao, Niangjun Chen, Haipeng Xing, Zhenhua Liu

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

Sample Complexity of Power System State Estimation using Matrix Completion.

Joshua Comden, Marcello Colombino, Andrey Bernstein, Zhenhua Liu

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Network Congestion-aware Online Service Function Chain Placement and Load Balancing.

Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang

Proceedings of the 48th International Conference on Parallel Processing, 2019

Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks.

Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang

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

Non-stationary Stochastic Network Optimization with Imperfect Estimations.

Yu Liu, Zhenhua Liu, Yuanyuan Yang

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

Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper).

Jessica Maghakian, Joshua Comden, Zhenhua Liu

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

Fair Allocation of Heterogeneous and InterchangeableResources.

Xiao Sun, Tan N. Le, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference.

Zhenhua Liu, Ganesh Ananthanarayanan

SIGMETRICS Perform. Evaluation Rev., 2018

AlloX: Allocation across Computing Resources for Hybrid CPU/GPU clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters.

Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu

SIGMETRICS Perform. Evaluation Rev., 2018

2017

Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets.

Tan N. Le, Jie Liang, Zhenhua Liu, Ramesh K. Sitaraman, Jayakrishnan Nair, Bong Jun Choi

SIGMETRICS Perform. Evaluation Rev., 2017

Distributed Algorithm Design for Probabilistic Demand Response.

Joshua Comden, Zhenhua Liu, Yue Zhao

SIGMETRICS Perform. Evaluation Rev., 2017

Incentivizing Reliable Demand Response with Customers' Uncertainties and Capacity Planning.

Joshua Comden, Zhenhua Liu, Yue Zhao

Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05, 2017

Harnessing Flexible and Reliable Demand Response Under Customer Uncertainties.

Joshua Comden, Zhenhua Liu, Yue Zhao

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Geographically coordinated frequency control.

Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Optimizing the Level of Commitment in Demand Response.

Joshua Comden, Zhenhua Liu, Yue Zhao

SIGMETRICS Perform. Evaluation Rev., 2016

Using Predictions in Online Optimization: Looking Forward with an Eye on the Past.

Niangjun Chen, Joshua Comden, Zhenhua Liu, Anshul Gandhi, Adam Wierman

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

HUG: Multi-Resource Fairness for Correlated and Elastic Demands.

Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

Joint capacity planning and operational management for sustainable data centers and demand response.

Tan N. Le, Zhenhua Liu, Yuan Chen, Cullen E. Bash

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

2015

Greening Geographical Load Balancing.

Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew

IEEE/ACM Trans. Netw., 2015

Optimizing energy storage participation in emerging power markets.

Hao Chen, Zhenhua Liu, Ayse K. Coskun, Adam Wierman

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014

Sustainable IT and IT for Sustainability.

Zhenhua Liu

PhD thesis, 2014

Pricing data center demand response.

Zhenhua Liu, Iris Liu, Steven H. Low, Adam Wierman

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Opportunities and challenges for data center demand response.

Adam Wierman, Zhenhua Liu, Iris Liu, Hamed Mohsenian Rad

Proceedings of the International Green Computing Conference, 2014

2013

Data center demand response: Avoiding the coincident peak via workload shifting and local generation.

Zhenhua Liu, Adam Wierman, Yuan Chen, Benjamin Razon, Niangjun Chen

Perform. Evaluation, 2013

2012

Renewable and cooling aware workload management for sustainable data centers.

Zhenhua Liu, Yuan Chen, Cullen E. Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Online algorithms for geographical load balancing.

Minghong Lin, Zhenhua Liu, Adam Wierman, Lachlan L. H. Andrew

Proceedings of the 2012 International Green Computing Conference, 2012

2011

Geographical load balancing with renewables.

Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew

SIGMETRICS Perform. Evaluation Rev., 2011