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ORCIDZhenhua Liu 0002
Person information
- affiliation: Stony Brook University, Department of Applied Mathematics and Statistics, NY, USA
- affiliation (former): California Institute of Technology, Pasadena, CA, USA
Other persons with the same name
- Zhenhua Liu — disambiguation page
- Zhenhua Liu 0001 — Xidian University, School of Mathematics and Statistics, Xi'an, China
- Zhenhua Liu 0003 — Peking University, Beijing, China
- Zhenhua Liu 0004
![[0000-0002-5334-2202]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-5334-2202")
— South China Agricultural University, Guangzhou, China - Zhenhua Liu 0005 — Stevens Institute of Technology, Hoboken, NJ, USA (and 1 more)
- Zhenhua Liu 0006 — NLP Group, Gridsum, Beijing, China
- Zhenhua Liu 0007 — Dongbei University of Finance and Economics, Dalian, China (and 1 more)
- Zhenhua Liu 0008 — Huawei Technologies Co., Ltd, Beijing, China
2020 – today
- 2024
[j24]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. IEEE Secur. Priv. 22(6): 62-74 (2024)- [j23]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Entanglement Management Through Swapping Over Quantum Internets. IEEE Netw. 38(1): 147-154 (2024) - [j22]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): 3909-3922 (2024) - [j21]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): 4062-4075 (2024) - [j20]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): 7318-7334 (2024) - [j19]Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang:
NVM-Enhanced Machine Learning Inference in 6G Edge Computing. IEEE Trans. Netw. Sci. Eng. 11(6): 5615-5626 (2024) - [j18]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Entanglement Routing Design Over Quantum Networks. IEEE/ACM Trans. Netw. 32(1): 352-367 (2024) - [c43]Bing-Shiun Han, Tathagata Paul, Zhenhua Liu, Anshul Gandhi:
KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing. SoCC 2024: 460-469 - [c42]Yiming Zeng, Jiarui Zhang, Xiaojun Shang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Multi-User Entanglement Routing Design over Quantum Internets. ICDCS 2024: 266-276 - [c41]Chengyi Nie, Jessica Maghakian, Zhenhua Liu:
Cannikin: Optimal Adaptive Distributed DNN Training over Heterogeneous Clusters. Middleware 2024: 299-312 - [i8]Chengyi Nie, Jessica Maghakian, Zhenhua Liu:
Training DNN Models over Heterogeneous Clusters with Optimal Performance. CoRR abs/2402.05302 (2024) - [i7]Chengyi Nie, Rodrigo Fonseca, Zhenhua Liu:
Aladdin: Joint Placement and Scaling for SLO-Aware LLM Serving. CoRR abs/2405.06856 (2024) - 2023
- [j17]Yiming Zeng, Jiarui Zhang, Zhenhua Liu, Yuanyuan Yang:
Entanglement Management through Swapping over Quantum Internets. SIGMETRICS Perform. Evaluation Rev. 51(2): 69-71 (2023) - [c40]Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang:
Energy-Aware Online Task Offloading and Resource Allocation for Mobile Edge Computing. ICDCS 2023: 339-349 - [c39]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements. ICDCS 2023: 350-360 - [c38]Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu:
Applied Online Algorithms with Heterogeneous Predictors. ICML 2023: 23484-23497 - [c37]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: 52-55 - [c36]Yu Liu, Yingling Mao, Zhenhua Liu, Fan Ye, Yuanyuan Yang:
Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments. INFOCOM 2023: 1-10 - [c35]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: 1-10 - [i6]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Entanglement Routing over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements. CoRR abs/2306.16671 (2023) - [i5]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 abs/2307.11993 (2023) - 2022
- [j16]Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang:
Online Service Function Chain Placement for Cost-Effectiveness and Network Congestion Control. IEEE Trans. Computers 71(1): 27-39 (2022) - [j15]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): 2994-3008 (2022) - [j14]Yu Liu, Joshua Comden, Zhenhua Liu, Yuanyuan Yang:
Online Resource Provisioning for Wireless Data Collection. ACM Trans. Sens. Networks 18(1): 7:1-7:27 (2022) - [c34]Yiming Zeng, Yaodong Huang, Zhenhua Liu, Ji Liu:
Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems. ICDCS 2022: 425-435 - [c33]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Multi-Entanglement Routing Design over Quantum Networks. INFOCOM 2022: 510-519 - [c32]Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang:
Distributed Cooperative Caching in Unreliable Edge Environments. INFOCOM 2022: 1049-1058 - [c31]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: 1289-1298 - [i4]Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang:
Multi-Entanglement Routing Design over Quantum Networks. CoRR abs/2205.15501 (2022) - 2021
- [c30]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: 1 - [c29]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: 107-123 - [c28]Yu Liu, Niangjun Chen, Zhenhua Liu, Yuanyuan Yang:
Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization. IWQoS 2021: 1-6 - [c27]Ubaid Ullah Hafeez, Xiao Sun, Anshul Gandhi, Zhenhua Liu:
Towards optimal placement and scheduling of DNN operations with Pesto. Middleware 2021: 39-51 - [c26]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: 179-193 - 2020
- [c25]Tan N. Le, Zhenhua Liu:
Flex: Closing the Gaps between Usage and Allocation. e-Energy 2020: 404-405 - [c24]Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu:
AlloX: compute allocation in hybrid clusters. EuroSys 2020: 31:1-31:16 - [c23]Joshua Comden, Jessica Maghakian, Zhenhua Liu:
Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs. ICNC 2020: 139-144 - [c22]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: 2096-2105 - [c21]Xiaojun Shang, Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang:
Greening Reliability of Virtual Network Functions via Online Optimization. IWQoS 2020: 1-10 - [c20]Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang:
Online Distributed Edge Caching for Mobile Data Offloading in 5G Networks. IWQoS 2020: 1-10 - [i3]Tan N. Le, Zhenhua Liu:
Flex: Closing the Gaps between Usage and Allocation. CoRR abs/2006.01354 (2020)
2010 – 2019
- 2019
- [j13]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): 16:1-16:30 (2019) - [j12]Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu:
Geographically Coordinated Primary Frequency Control. IEEE Trans. Control. Netw. Syst. 6(3): 1246-1255 (2019) - [c19]Jessica Maghakian, Joshua Comden, Zhenhua Liu:
Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper). CISS 2019: 1-6 - [c18]Yu Liu, Zhenhua Liu, Yuanyuan Yang:
Non-stationary Stochastic Network Optimization with Imperfect Estimations. ICDCS 2019: 431-441 - [c17]Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang:
Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks. ICDCS 2019: 923-933 - [c16]Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang:
Network Congestion-aware Online Service Function Chain Placement and Load Balancing. ICPP 2019: 46:1-46:10 - [c15]Joshua Comden, Sijie Yao, Niangjun Chen, Haipeng Xing, Zhenhua Liu:
Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms. SIGMETRICS (Abstracts) 2019: 47-48 - [c14]Joshua Comden, Marcello Colombino, Andrey Bernstein, Zhenhua Liu:
Sample Complexity of Power System State Estimation using Matrix Completion. SmartGridComm 2019: 1-7 - [i2]Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu:
BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters. CoRR abs/1912.03523 (2019) - 2018
- [j11]Xiao Sun, Tan N. Le, Mosharaf Chowdhury, Zhenhua Liu:
Fair Allocation of Heterogeneous and InterchangeableResources. SIGMETRICS Perform. Evaluation Rev. 46(2): 21-23 (2018) - [j10]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): 76 (2018) - [j9]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): 77-78 (2018) - [j8]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): 87-88 (2018) - 2017
- [j7]Joshua Comden, Zhenhua Liu, Yue Zhao:
Distributed Algorithm Design for Probabilistic Demand Response. SIGMETRICS Perform. Evaluation Rev. 45(2): 52-54 (2017) - [j6]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): 58-63 (2017) - [j5]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): 185-197 (2017) - [c13]Joshua Comden, Tan N. Le, Yue Zhao, Bong Jun Choi, Zhenhua Liu:
Geographically coordinated frequency control. CDC 2017: 2021-2028 - [c12]Joshua Comden, Zhenhua Liu, Yue Zhao:
Harnessing Flexible and Reliable Demand Response Under Customer Uncertainties. e-Energy 2017: 67-79 - [c11]Joshua Comden, Zhenhua Liu, Yue Zhao:
Incentivizing Reliable Demand Response with Customers' Uncertainties and Capacity Planning. SIGMETRICS (Abstracts) 2017: 25-26 - 2016
- [j4]Joshua Comden, Zhenhua Liu, Yue Zhao:
Optimizing the Level of Commitment in Demand Response. SIGMETRICS Perform. Evaluation Rev. 44(2): 52-67 (2016) - [c10]Tan N. Le, Zhenhua Liu, Yuan Chen, Cullen E. Bash:
Joint capacity planning and operational management for sustainable data centers and demand response. e-Energy 2016: 16:1-16:12 - [c9]Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica:
HUG: Multi-Resource Fairness for Correlated and Elastic Demands. NSDI 2016: 407-424 - [c8]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: 193-206 - 2015
- [j3]Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew:
Greening Geographical Load Balancing. IEEE/ACM Trans. Netw. 23(2): 657-671 (2015) - [c7]Hao Chen, Zhenhua Liu, Ayse K. Coskun, Adam Wierman:
Optimizing energy storage participation in emerging power markets. IGSC 2015: 1-6 - [i1]Hao Chen, Zhenhua Liu, Ayse K. Coskun, Adam Wierman:
Optimizing Energy Storage Participation in Emerging Power Markets. CoRR abs/1510.00083 (2015) - 2014
- [b1]Zhenhua Liu:
Sustainable IT and IT for Sustainability. California Institute of Technology, USA, 2014 - [c6]Adam Wierman, Zhenhua Liu, Iris Liu, Hamed Mohsenian Rad:
Opportunities and challenges for data center demand response. IGCC 2014: 1-10 - [c5]Zhenhua Liu, Iris Liu, Steven H. Low, Adam Wierman:
Pricing data center demand response. SIGMETRICS 2014: 111-123 - 2013
- [j2]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): 770-791 (2013) - [c4]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: 341-342 - 2012
- [c3]Minghong Lin, Zhenhua Liu, Adam Wierman, Lachlan L. H. Andrew:
Online algorithms for geographical load balancing. IGCC 2012: 1-10 - [c2]Zhenhua Liu, Yuan Chen, Cullen E. Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser:
Renewable and cooling aware workload management for sustainable data centers. SIGMETRICS 2012: 175-186 - 2011
- [j1]Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew:
Geographical load balancing with renewables. SIGMETRICS Perform. Evaluation Rev. 39(3): 62-66 (2011) - [c1]Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew:
Greening geographical load balancing. SIGMETRICS 2011: 233-244
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