QoE Driven Server Selection for VoD in the Cloud. - Chen Wang 039; Hyong S. Kim 001; Ricardo Morla (CLOUD, 2015)

Users Know Better: A QoE Based Adaptive Control System for VoD in the Cloud. - Chen Wang 039; Hyong S. Kim 001; Ricardo Morla (GLOBECOM, 2015)

QWatch: Detecting and Locating QoE Anomaly for VoD in the Cloud. - Chen Wang 039; Hyong S. Kim 001; Ricardo Morla (CloudCom, 2016)

Identifying Persistent and Recurrent QoE Anomalies for DASH Streaming in the Cloud. - Chen Wang 039; Hyong Kim 001; Ricardo Morla (CloudCom, 2017)

QoE Based Management and Control for Large-Scale VoD System in the Cloud. - Chen Wang 039 (2017)

Comparing Cloud Content Delivery Networks for Adaptive Video Streaming. - Chen Wang 039; Andal Jayaseelan; Hyong Kim 001 (IEEE CLOUD, 2018)

Resource Profile Advisor for Containers in Cognitive Platform. - Mehmet Fatih Aktas; Chen Wang 039; Alaa Youssef; Malgorzata Gosia Steinder (SoCC, 2018)

Touchdown on the Cloud: The Impact of the Super Bowl on Cloud. - Chen Wang 039; Hyong Kim 001 (BigDataService, 2019)

FfDL: A Flexible Multi-tenant Deep Learning Platform. - K. R. Jayaram; Vinod Muthusamy; Parijat Dube; Vatche Ishakian; Chen Wang 039; Benjamin Herta; Scott Boag; Diana Arroyo; Asser N. Tantawi; Archit Verma; Falk Pollok; Rania Khalaf (Middleware, 2019)

AI Gauge: Runtime Estimation for Deep Learning in the Cloud. - Parijat Dube; Tonghoon Suk; Chen Wang 039 (SBAC-PAD, 2019)

Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger. - Zinan Lin 001; Alankar Jain; Chen Wang 039; Giulia Fanti; Vyas Sekar (CoRR, 2019)

Proactive Container Auto-scaling for Cloud Native Machine Learning Services. - David Buchaca Prats; Josep Lluís Berral; Chen Wang 039; Alaa Youssef (CLOUD, 2020)

AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management. - Josep Lluís Berral; Chen Wang 039; Alaa Youssef (HotCloud, 2020)

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions. - Zinan Lin 001; Alankar Jain; Chen Wang 039; Giulia Fanti; Vyas Sekar (Internet Measurement Conference, 2020)

Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud. - Josep Lluis Berral; David Buchaca Prats; Claudia Herron; Chen Wang 039; Alaa Youssef (CLOUD, 2021)

Is Function-as-a-Service a Good Fit for Latency-Critical Services? - Haoran Qiu; Saurabh Jha; Subho S. Banerjee; Archit Patke; Chen Wang 039; Hubertus Franke; Zbigniew T. Kalbarczyk; Ravishankar K. Iyer (WOSC@Middleware, 2021)

SIMPPO: a scalable and incremental online learning framework for serverless resource management. - Haoran Qiu; Weichao Mao; Archit Patke; Chen Wang 039; Hubertus Franke; Zbigniew T. Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (SoCC, 2022)

Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism. - Jungeun Shin; Diana Arroyo; Asser N. Tantawi; Chen Wang 039; Alaa Youssef; Rakesh Nagi (SoCC, 2022)

Reinforcement learning for resource management in multi-tenant serverless platforms. - Haoran Qiu; Weichao Mao; Archit Patke; Chen Wang 039; Hubertus Franke; Zbigniew T. Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (EuroMLSys@EuroSys, 2022)

A Mean-Field Game Approach to Cloud Resource Management with Function Approximation. - Weichao Mao; Haoran Qiu; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Ravishankar K. Iyer; Tamer Basar (NeurIPS, 2022)

Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows. - Anna Maria Nestorov; Josep Lluís Berral; Claudia Misale; Chen Wang 039; David Carrera 001; Alaa Youssef (WOC@Middleware, 2022)

Advancing Cloud Sustainability: A Versatile Framework for Container Power Model Training. - Sunyanan Choochotkaew; Chen Wang 039; Huamin Chen; Tatsuhiro Chiba; Marcelo Amaral; Eun Kyung Lee; Tamar Eilam (MASCOTS, 2023)

Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving. - Zhengxu Xia; Yitian Hao; Jun Duan; Chen Wang 039; Junchen Jiang (WOC@Middleware, 2023)

Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity. - Weichao Mao; Haoran Qiu; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Ravishankar K. Iyer; Tamer Basar (NeurIPS, 2023)

Acto: Automatic End-to-End Testing for Operation Correctness of Cloud System Management. - Jiawei Tyler Gu; Xudong Sun 013; Wentao Zhang; Yuxuan Jiang; Chen Wang 039; Mandana Vaziri; Owolabi Legunsen; Tianyin Xu (SOSP, 2023)

AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. - Haoran Qiu; Weichao Mao; Chen Wang 039; Hubertus Franke; Alaa Youssef; Zbigniew T. Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (USENIX ATC, 2023)

Diktyo: Network-Aware Scheduling in Container-Based Clouds. - José Santos 001; Chen Wang 039; Tim Wauters; Filip De Turck (IEEE Trans. Netw. Serv. Manag., 2023)

Optimizing Simultaneous Autoscaling for Serverless Cloud Computing. - Harold J. Ship; Evgeny Shindin; Chen Wang 039; Diana Arroyo; Asser N. Tantawi (CLOUD, 2024)

Cloud-native Workflow Scheduling using a Hybrid Priority Rule, Dynamic Resource Allocation, and Dynamic Task Partition. - Jungeun Shin; Diana Arroyo; Asser N. Tantawi; Chen Wang 039; Alaa Youssef; Rakesh Nagi (SoCC, 2024)

When Green Computing Meets Performance and Resilience SLOs. - Haoran Qiu; Weichao Mao; Chen Wang 039; Saurabh Jha; Hubertus Franke; Chandra Narayanaswami; Zbigniew Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (DSN-S, 2024)

Towards Pareto Optimal Throughput in Small Language Model Serving. - Pol G. Recasens; Yue Zhu; Chen Wang 039; Eun Kyung Lee; Olivier Tardieu; Alaa Youssef; Jordi Torres; Josep Lluis Berral (EuroMLSys@EuroSys, 2024)

$ widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games. - Weichao Mao; Haoran Qiu; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Tamer Basar (L4DC, 2024)

Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics. - Anna Maria Nestorov; Diego Marrón; Alberto Gutierrez-Torre; Chen Wang 039; Claudia Misale; Alaa Youssef; David Carrera 001; Josep Lluís Berral (Middleware, 2024)

FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms. - Haoran Qiu; Weichao Mao; Archit Patke; Shengkun Cui; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Tamer Basar; Ravi K. Iyer (MLSys, 2024)

Power-aware Deep Learning Model Serving with μ-Serve. - Haoran Qiu; Weichao Mao; Archit Patke; Shengkun Cui; Saurabh Jha; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (USENIX ATC, 2024)

Õ(T-1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games. - Weichao Mao; Haoran Qiu; Chen Wang 039; Hubertus Franke; Zbigniew Kalbarczyk; Tamer Basar (CoRR, 2024)

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction. - Haoran Qiu; Weichao Mao; Archit Patke; Shengkun Cui; Saurabh Jha; Chen Wang 039; Hubertus Franke; Zbigniew T. Kalbarczyk; Tamer Basar; Ravishankar K. Iyer (CoRR, 2024)

A Robust Power Model Training Framework for Cloud Native Runtime Energy Metric Exporter. - Sunyanan Choochotkaew; Chen Wang 039; Huamin Chen; Tatsuhiro Chiba; Marcelo Amaral; Eun Kyung Lee; Tamar Eilam (CoRR, 2024)

A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro. - Beomyeol Jeon; Chen Wang 039; Diana Arroyo; Alaa Youssef; Indranil Gupta (EuroSys, 2025)

Evaluating the Network Effects of Orchestration Strategies for AI Workloads in Modern Data Centers. - José Santos 001; Pavlos Maniotis; Chen Wang 039; Asser N. Tantawi; Olivier Tardieu; Tim Wauters; Filip De Turck (NetSoft, 2025)

Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference. - Pol G. Recasens; Ferran Agullo; Yue Zhu; Chen Wang 039; Eun Kyung Lee; Olivier Tardieu; Jordi Torres; Josep Lluís Berral (CoRR, 2025)

Maximizing GPU Efficiency via Optimal Adapter Caching: An Analytical Approach for Multi-Tenant LLM Serving. - Ferran Agullo; Joan Oliveras; Chen Wang 039; Alberto Gutierrez-Torre; Olivier Tardieu; Alaa Youssef; Jordi Torres; Josep Lluís Berral (CoRR, 2025)