Chen Wang

According to our database, Chen Wang authored at least 38 papers between 2015 and 2024.

Collaborative distances:

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

2024

A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro.

Beomyeol Jeon, Chen Wang, Diana Arroyo, Alaa Youssef, Indranil Gupta

CoRR, 2024

A Robust Power Model Training Framework for Cloud Native Runtime Energy Metric Exporter.

Sunyanan Choochotkaew, Chen Wang, Huamin Chen, Tatsuhiro Chiba, Marcelo Amaral, Eun Kyung Lee, Tamar Eilam

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, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

CoRR, 2024

Õ(T^-1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar

CoRR, 2024

Power-aware Deep Learning Model Serving with μ-Serve.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravi K. Iyer

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics.

Anna Maria Nestorov, Diego Marrón, Alberto Gutierrez-Torre, Chen Wang, Claudia Misale, Alaa Youssef, David Carrera, Josep Lluís Berral

Proceedings of the 25th International Middleware Conference, 2024

$\widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Towards Pareto Optimal Throughput in Small Language Model Serving.

Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

When Green Computing Meets Performance and Resilience SLOs.

Haoran Qiu, Weichao Mao, Chen Wang, Saurabh Jha, Hubertus Franke, Chandra Narayanaswami, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 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, Alaa Youssef, Rakesh Nagi

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

Optimizing Simultaneous Autoscaling for Serverless Cloud Computing.

Harold J. Ship, Evgeny Shindin, Chen Wang, Diana Arroyo, Asser N. Tantawi

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems.

Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Acto: Automatic End-to-End Testing for Operation Correctness of Cloud System Management.

Jiawei Tyler Gu, Xudong Sun, Wentao Zhang, Yuxuan Jiang, Chen Wang, Mandana Vaziri, Owolabi Legunsen, Tianyin Xu

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving.

Zhengxu Xia, Yitian Hao, Jun Duan, Chen Wang, Junchen Jiang

Proceedings of the 9th International Workshop on Container Technologies and Container Clouds, 2023

Advancing Cloud Sustainability: A Versatile Framework for Container Power Model Training.

Sunyanan Choochotkaew, Chen Wang, Huamin Chen, Tatsuhiro Chiba, Marcelo Amaral, Eun Kyung Lee, Tamar Eilam

Proceedings of the 31st International Symposium on Modeling, 2023

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, David Carrera, Alaa Youssef

Proceedings of the Eighth International Workshop on Container Technologies and Container Clouds, 2022

A Mean-Field Game Approach to Cloud Resource Management with Function Approximation.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reinforcement learning for resource management in multi-tenant serverless platforms.

Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism.

Jungeun Shin, Diana Arroyo, Asser N. Tantawi, Chen Wang, Alaa Youssef, Rakesh Nagi

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

SIMPPO: a scalable and incremental online learning framework for serverless resource management.

Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

Is Function-as-a-Service a Good Fit for Latency-Critical Services?

Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the WoSC '21: Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, 2021

Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud.

Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions.

Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

Proceedings of the IMC '20: ACM Internet Measurement Conference, 2020

AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management.

Josep Lluís Berral, Chen Wang, Alaa Youssef

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

Proactive Container Auto-scaling for Cloud Native Machine Learning Services.

David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger.

Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

CoRR, 2019

AI Gauge: Runtime Estimation for Deep Learning in the Cloud.

Parijat Dube, Tonghoon Suk, Chen Wang

Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019

FfDL: A Flexible Multi-tenant Deep Learning Platform.

K. R. Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser N. Tantawi, Archit Verma, Falk Pollok, Rania Khalaf

Proceedings of the 20th International Middleware Conference, 2019

Touchdown on the Cloud: The Impact of the Super Bowl on Cloud.

Chen Wang, Hyong Kim

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

Resource Profile Advisor for Containers in Cognitive Platform.

Mehmet Fatih Aktas, Chen Wang, Alaa Youssef, Malgorzata Gosia Steinder

Proceedings of the ACM Symposium on Cloud Computing, 2018

Comparing Cloud Content Delivery Networks for Adaptive Video Streaming.

Chen Wang, Andal Jayaseelan, Hyong Kim

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

QoE Based Management and Control for Large-Scale VoD System in the Cloud.

Chen Wang

PhD thesis, 2017

Identifying Persistent and Recurrent QoE Anomalies for DASH Streaming in the Cloud.

Chen Wang, Hyong Kim, Ricardo Morla

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2017

2016

QWatch: Detecting and Locating QoE Anomaly for VoD in the Cloud.

Chen Wang, Hyong S. Kim, Ricardo Morla

Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2015

Users Know Better: A QoE Based Adaptive Control System for VoD in the Cloud.

Chen Wang, Hyong S. Kim, Ricardo Morla

Proceedings of the 2015 IEEE Global Communications Conference, 2015

QoE Driven Server Selection for VoD in the Cloud.

Chen Wang, Hyong S. Kim, Ricardo Morla

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015