Geographical load balancing with renewables. - Zhenhua Liu 002; Minghong Lin; Adam Wierman; Steven H. Low; Lachlan L. H. Andrew (SIGMETRICS Perform. Evaluation Rev., 2011)

Online algorithms for geographical load balancing. - Minghong Lin; Zhenhua Liu 002; Adam Wierman; Lachlan L. H. Andrew (IGCC, 2012)

Renewable and cooling aware workload management for sustainable data centers. - Zhenhua Liu 002; Yuan Chen 001; Cullen E. Bash; Adam Wierman; Daniel Gmach; Zhikui Wang; Manish Marwah; Chris Hyser (SIGMETRICS, 2012)

Data center demand response: Avoiding the coincident peak via workload shifting and local generation. - Zhenhua Liu 002; Adam Wierman; Yuan Chen 001; Benjamin Razon; Niangjun Chen (Perform. Evaluation, 2013)

Opportunities and challenges for data center demand response. - Adam Wierman; Zhenhua Liu 002; Iris Liu; Hamed Mohsenian Rad (IGCC, 2014)

Pricing data center demand response. - Zhenhua Liu 002; Iris Liu; Steven H. Low; Adam Wierman (SIGMETRICS, 2014)

Sustainable IT and IT for Sustainability. - Zhenhua Liu 002 (2014)

Optimizing energy storage participation in emerging power markets. - Hao Chen 024; Zhenhua Liu 002; Ayse K. Coskun; Adam Wierman (IGSC, 2015)

Greening Geographical Load Balancing. - Zhenhua Liu 002; Minghong Lin; Adam Wierman; Steven H. Low; Lachlan L. H. Andrew (IEEE/ACM Trans. Netw., 2015)

Joint capacity planning and operational management for sustainable data centers and demand response. - Tan N. Le; Zhenhua Liu 002; Yuan Chen 001; Cullen E. Bash (e-Energy, 2016)

HUG: Multi-Resource Fairness for Correlated and Elastic Demands. - Mosharaf Chowdhury; Zhenhua Liu 002; Ali Ghodsi 002; Ion Stoica (NSDI, 2016)

Using Predictions in Online Optimization: Looking Forward with an Eye on the Past. - Niangjun Chen; Joshua Comden; Zhenhua Liu 002; Anshul Gandhi; Adam Wierman (SIGMETRICS, 2016)

Optimizing the Level of Commitment in Demand Response. - Joshua Comden; Zhenhua Liu 002; Yue Zhao 007 (SIGMETRICS Perform. Evaluation Rev., 2016)

Geographically coordinated frequency control. - Joshua Comden; Tan N. Le; Yue Zhao 007; Bong Jun Choi 001; Zhenhua Liu 002 (CDC, 2017)

Harnessing Flexible and Reliable Demand Response Under Customer Uncertainties. - Joshua Comden; Zhenhua Liu 002; Yue Zhao 007 (e-Energy, 2017)

Incentivizing Reliable Demand Response with Customers' Uncertainties and Capacity Planning. - Joshua Comden; Zhenhua Liu 002; Yue Zhao 007 (SIGMETRICS (Abstracts), 2017)

Distributed Algorithm Design for Probabilistic Demand Response. - Joshua Comden; Zhenhua Liu 002; Yue Zhao 007 (SIGMETRICS Perform. Evaluation Rev., 2017)

Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. - Tan N. Le; Jie Liang; Zhenhua Liu 002; Ramesh K. Sitaraman; Jayakrishnan Nair 001; Bong Jun Choi 001 (SIGMETRICS Perform. Evaluation Rev., 2017)

BoPF: Mitigating the Burstiness-Fairness Tradeoff in Multi-Resource Clusters. - Tan N. Le; Xiao Sun 004; Mosharaf Chowdhury; Zhenhua Liu 002 (SIGMETRICS Perform. Evaluation Rev., 2018)

AlloX: Allocation across Computing Resources for Hybrid CPU/GPU clusters. - Tan N. Le; Xiao Sun 004; Mosharaf Chowdhury; Zhenhua Liu 002 (SIGMETRICS Perform. Evaluation Rev., 2018)

Special Issue on the Work-in-Progress (WIP) session at the ACM SIGMETRICS 2018 Conference. - Zhenhua Liu 002; Ganesh Ananthanarayanan (SIGMETRICS Perform. Evaluation Rev., 2018)

Fair Allocation of Heterogeneous and InterchangeableResources. - Xiao Sun 004; Tan N. Le; Mosharaf Chowdhury; Zhenhua Liu 002 (SIGMETRICS Perform. Evaluation Rev., 2018)

Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper). - Jessica Maghakian; Joshua Comden; Zhenhua Liu 002 (CISS, 2019)

Non-stationary Stochastic Network Optimization with Imperfect Estimations. - Yu Liu 057; Zhenhua Liu 002; Yuanyuan Yang 001 (ICDCS, 2019)

Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks. - Yiming Zeng 001; Yaodong Huang; Zhenhua Liu 002; Yuanyuan Yang 001 (ICDCS, 2019)

Network Congestion-aware Online Service Function Chain Placement and Load Balancing. - Xiaojun Shang; Zhenhua Liu 002; Yuanyuan Yang 001 (ICPP, 2019)

Sample Complexity of Power System State Estimation using Matrix Completion. - Joshua Comden; Marcello Colombino; Andrey Bernstein; Zhenhua Liu 002 (SmartGridComm, 2019)

Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms. - Joshua Comden; Sijie Yao; Niangjun Chen; Haipeng Xing; Zhenhua Liu 002 (Proc. ACM Meas. Anal. Comput. Syst., 2019)

Geographically Coordinated Primary Frequency Control. - Joshua Comden; Tan N. Le; Yue Zhao 007; Bong Jun Choi 001; Zhenhua Liu 002 (IEEE Trans. Control. Netw. Syst., 2019)

Flex: Closing the Gaps between Usage and Allocation. - Tan N. Le; Zhenhua Liu 002 (e-Energy, 2020)

AlloX: compute allocation in hybrid clusters. - Tan N. Le; Xiao Sun 004; Mosharaf Chowdhury; Zhenhua Liu 002 (EuroSys, 2020)

Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs. - Joshua Comden; Jessica Maghakian; Zhenhua Liu 002 (ICNC, 2020)

Greening Reliability of Virtual Network Functions via Online Optimization. - Xiaojun Shang; Yu Liu 057; Yingling Mao; Zhenhua Liu 002; Yuanyuan Yang 001 (IWQoS, 2020)

Online Distributed Edge Caching for Mobile Data Offloading in 5G Networks. - Yiming Zeng 001; Yaodong Huang; Zhenhua Liu 002; Yuanyuan Yang 001 (IWQoS, 2020)

Leveraging Different Types of Predictors for Online Optimization (Invited Paper). - Jessica Maghakian; Russell Lee; Mohammad H. Hajiesmaili; Jian Li 008; Zhenhua Liu 002; Ramesh K. Sitaraman (CISS, 2021)

Online Peak-Aware Energy Scheduling with Untrusted Advice. - Russell Lee; Jessica Maghakian; Mohammad H. Hajiesmaili; Jian Li 008; Ramesh K. Sitaraman; Zhenhua Liu 002 (e-Energy, 2021)

Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization. - Yu Liu 057; Niangjun Chen; Zhenhua Liu 002; Yuanyuan Yang 001 (IWQoS, 2021)

Towards optimal placement and scheduling of DNN operations with Pesto. - Ubaid Ullah Hafeez; Xiao Sun 004; Anshul Gandhi; Zhenhua Liu 002 (Middleware, 2021)

Programmable packet scheduling with a single queue. - Zhuolong Yu; Chuheng Hu; Jingfeng Wu; Xiao Sun 004; Vladimir Braverman; Mosharaf Chowdhury; Zhenhua Liu 002; Xin Jin 008 (SIGCOMM, 2021)

Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems. - Yiming Zeng 001; Yaodong Huang; Zhenhua Liu 002; Ji Liu 001 (ICDCS, 2022)

Distributed Cooperative Caching in Unreliable Edge Environments. - Yu Liu 057; Yingling Mao; Xiaojun Shang; Zhenhua Liu 002; Yuanyuan Yang 001 (INFOCOM, 2022)

Enabling QoE Support for Interactive Applications over Mobile Edge with High User Mobility. - Xiaojun Shang; Yaodong Huang; Yingling Mao; Zhenhua Liu 002; Yuanyuan Yang 001 (INFOCOM, 2022)

Multi-Entanglement Routing Design over Quantum Networks. - Yiming Zeng 001; Jiarui Zhang 001; Ji Liu 001; Zhenhua Liu 002; Yuanyuan Yang 001 (INFOCOM, 2022)

Online Service Function Chain Placement for Cost-Effectiveness and Network Congestion Control. - Xiaojun Shang; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Trans. Computers, 2022)

Reducing the Service Function Chain Backup Cost Over the Edge and Cloud by a Self-Adapting Scheme. - Xiaojun Shang; Yaodong Huang; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2022)

Online Resource Provisioning for Wireless Data Collection. - Yu Liu 057; Joshua Comden; Zhenhua Liu 002; Yuanyuan Yang 001 (ACM Trans. Sens. Networks, 2022)

Energy-Aware Online Task Offloading and Resource Allocation for Mobile Edge Computing. - Yu Liu 057; Yingling Mao; Xiaojun Shang; Zhenhua Liu 002; Yuanyuan Yang 001 (ICDCS, 2023)

Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements. - Yiming Zeng 001; Jiarui Zhang 001; Ji Liu 001; Zhenhua Liu 002; Yuanyuan Yang 001 (ICDCS, 2023)

Applied Online Algorithms with Heterogeneous Predictors. - Jessica Maghakian; Russell Lee; Mohammad Hajiesmaili; Jian Li 008; Ramesh K. Sitaraman; Zhenhua Liu 002 (ICML, 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 002 (IGSC, 2023)

Online Container Scheduling for Data-intensive Applications in Serverless Edge Computing. - Xiaojun Shang; Yingling Mao; Yu Liu 057; Yaodong Huang; Zhenhua Liu 002; Yuanyuan Yang 001 (INFOCOM, 2023)

Entanglement Management through Swapping over Quantum Internets. - Yiming Zeng 001; Jiarui Zhang 001; Zhenhua Liu 002; Yuanyuan Yang 001 (SIGMETRICS Perform. Evaluation Rev., 2023)

KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing. - Bing-Shiun Han; Tathagata Paul; Zhenhua Liu 002; Anshul Gandhi (SoCC, 2024)

Multi-User Entanglement Routing Design over Quantum Internets. - Yiming Zeng 001; Jiarui Zhang 001; Xiaojun Shang; Ji Liu 001; Zhenhua Liu 002; Yuanyuan Yang 001 (ICDCS, 2024)

Cannikin: Optimal Adaptive Distributed DNN Training over Heterogeneous Clusters. - Chengyi Nie; Jessica Maghakian; Zhenhua Liu 002 (Middleware, 2024)

Training DNN Models over Heterogeneous Clusters with Optimal Performance. - Chengyi Nie; Jessica Maghakian; Zhenhua Liu 002 (CoRR, 2024)

Aladdin: Joint Placement and Scaling for SLO-Aware LLM Serving. - Chengyi Nie; Rodrigo Fonseca; Zhenhua Liu 002 (CoRR, 2024)

Verifiable Sustainability in Data Centers. - Syed Rafiul Hussain; Patrick D. McDaniel; Anshul Gandhi; Kanad Ghose; Kartik Gopalan; Dongyoon Lee; Yu David Liu; Zhenhua Liu 002; Shuai Mu; Erez Zadok (IEEE Secur. Priv., 2024)

NVM-Enhanced Machine Learning Inference in 6G Edge Computing. - Xiaojun Shang; Yaodong Huang; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Entanglement Management Through Swapping Over Quantum Internets. - Yiming Zeng 001; Jiarui Zhang 001; Ji Liu 001; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Netw., 2024)

Entanglement Routing Design Over Quantum Networks. - Yiming Zeng 001; Jiarui Zhang 001; Ji Liu 001; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE/ACM Trans. Netw., 2024)

Deep Learning-Assisted Online Task Offloading for Latency Minimization in Heterogeneous Mobile Edge. - Yu Liu 057; Yingling Mao; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2024)

Availability Aware Online Virtual Network Function Backup in Edge Environments. - Yu Liu 057; Xiaojun Shang; Yingling Mao; Zhenhua Liu 002; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2024)

Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments. - Yu Liu 057; Yingling Mao; Zhenhua Liu 002; Fan Ye 003; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2024)

AI-assisted Stochastic Optimization for GPU Data Centers Lifecycle Planning. - Chengyi Nie; Anna Xing; Imran Latif; Zhenhua Liu 002 (e-Energy, 2025)