Chen Wang 
contact information
Research Staff Member, Container Cloud PlatformThomas J. Watson Research Center, Yorktown Heights, NY USA +1
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Professional Associations
Professional Associations: ACM | IEEE | IEEE Member | IEEE Women in Engineering | IEEE Women in Engineeringmore information
More information: Latest personal website | Outdated CMU wesite | CV | Google Scholar2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew T Kalbarczyk, Ravishankar K Iyer
Annual Conference on Neural Information Processing Systems, 2022
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew T Kalbarczyk, Ravishankar K Iyer
Annual Conference on Neural Information Processing Systems, 2022
Floki: A Proactive Data Forwarding System for Direct Inter-Function Communication for Serverless Workflows
Anna Maria Nestorov, Josep Berral, Claudia Misale, Chen Wang, David Carrera, Alaa Youssef
International Middleware Conference, 2022
Anna Maria Nestorov, Josep Berral, Claudia Misale, Chen Wang, David Carrera, Alaa Youssef
International Middleware Conference, 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 Ba\c{s}ar, Ravishankar K Iyer
Proceedings of the 13th Symposium on Cloud Computing, pp. 306--322, 2022
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T Kalbarczyk, Tamer Ba\c{s}ar, Ravishankar K Iyer
Proceedings of the 13th Symposium on Cloud Computing, pp. 306--322, 2022
Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism
Jungeun Shin, Diana Arroyo, Asser Tantawi, Chen Wang, Alaa Youssef, Rakesh Nagi
Proceedings of the 13th Symposium on Cloud Computing, pp. 72--77, 2022
Jungeun Shin, Diana Arroyo, Asser Tantawi, Chen Wang, Alaa Youssef, Rakesh Nagi
Proceedings of the 13th Symposium on Cloud Computing, pp. 72--77, 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 Ba\c{s}ar, Ravishankar K Iyer
Proceedings of the 2nd European Workshop on Machine Learning and Systems, pp. 20--28, 2022
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T Kalbarczyk, Tamer Ba\c{s}ar, Ravishankar K Iyer
Proceedings of the 2nd European Workshop on Machine Learning and Systems, pp. 20--28, 2022
2021
Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud
Josep Lluis Berral, David Buchaca, Claudia Herron, Chen Wang, Alaa Youssef
2021 IEEE 14th International Conference on Cloud Computing (CLOUD), pp. 404--409
Josep Lluis Berral, David Buchaca, Claudia Herron, Chen Wang, Alaa Youssef
2021 IEEE 14th International Conference on Cloud Computing (CLOUD), pp. 404--409
Is Function-as-a-Service a Good Fit for Latency-Critical Services?
Haoran Qiu, Saurabh Jha, Subho S Banerjee, Archit Patke, Chen Wang, Franke Hubertus, Zbigniew T Kalbarczyk, Ravishankar K Iyer
Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, pp. 1--8
Haoran Qiu, Saurabh Jha, Subho S Banerjee, Archit Patke, Chen Wang, Franke Hubertus, Zbigniew T Kalbarczyk, Ravishankar K Iyer
Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, pp. 1--8
2020
Proactive Container Auto-scaling for Cloud Native Machine Learning Services
David Buchaca, Josep LLuis Berral, Chen Wang, Alaa Youssef
2020 IEEE 13th International Conference on Cloud Computing (CLOUD), pp. 475--479
David Buchaca, Josep LLuis Berral, Chen Wang, Alaa Youssef
2020 IEEE 13th International Conference on Cloud Computing (CLOUD), pp. 475--479
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 ACM Internet Measurement Conference, pp. 464–483, Association for Computing Machinery, 2020
Abstract
Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar
Proceedings of the ACM Internet Measurement Conference, pp. 464–483, Association for Computing Machinery, 2020
Abstract
AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management
Josep Lluis Berral, Chen Wang, Alaa Youssef
12th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 20), 2020
resource management, knowledge management, deep learning, computer science, artificial intelligence
Josep Lluis Berral, Chen Wang, Alaa Youssef
12th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 20), 2020
resource management, knowledge management, deep learning, computer science, artificial intelligence
2019
AI Gauge: Runtime Estimation for Deep Learning in the Cloud
Parijat Dube, Tonghoon Suk, Chen Wang
2019 31st International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), pp. 160-167
Abstract user experience design, real time computing, ibm, gauge, deep learning, debugging, computer science, cloud computing, artificial intelligence, architecture, approximation error
Parijat Dube, Tonghoon Suk, Chen Wang
2019 31st International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), pp. 160-167
Abstract user experience design, real time computing, ibm, gauge, deep learning, debugging, computer science, cloud computing, artificial intelligence, architecture, approximation error
FfDL: A Flexible Multi-tenant Deep Learning Platform
KR Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser Tantawi, Archit Verma, others
Proceedings of the 20th International Middleware Conference, pp. 82--95, 2019
KR Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser Tantawi, Archit Verma, others
Proceedings of the 20th International Middleware Conference, pp. 82--95, 2019
Touchdown on the Cloud: The Impact of the Super Bowl on Cloud
Chen Wang, Hyong Kim
2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService), pp. 107-113
Abstract web service, video streaming, touchdown, social network, multimedia, live streaming, data mining, content delivery, computer science, cloud systems, cloud computing
Chen Wang, Hyong Kim
2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService), pp. 107-113
Abstract web service, video streaming, touchdown, social network, multimedia, live streaming, data mining, content delivery, computer science, cloud systems, cloud computing
Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger
Zinan Lin, Alankar Jain, Chen Wang, Giulia C. Fanti, Vyas Sekar
arXiv preprint arXiv:1909.13403, 2019
Abstract synthetic data generation, synthetic data, metadata, mathematics, machine learning, high fidelity, generative grammar, fidelity, data access, artificial intelligence, architecture
Zinan Lin, Alankar Jain, Chen Wang, Giulia C. Fanti, Vyas Sekar
arXiv preprint arXiv:1909.13403, 2019
Abstract synthetic data generation, synthetic data, metadata, mathematics, machine learning, high fidelity, generative grammar, fidelity, data access, artificial intelligence, architecture
2018
Resource Profile Advisor for Containers in Cognitive Platform
Mehmet F. Aktas, Chen Wang, Alaa Youssef, Malgorzata Steinder
Symposium on Cloud Computing, ACM, 2018
Poster Abstract
Mehmet F. Aktas, Chen Wang, Alaa Youssef, Malgorzata Steinder
Symposium on Cloud Computing, ACM, 2018
Poster Abstract
Comparing Cloud Content Delivery Networks for Adaptive Video Streaming
Chen Wang, Andal Jayaseelan, Hyong Kim
2018 IEEE 11th International Conference on Cloud Computing (CLOUD), pp. 686--693
Chen Wang, Andal Jayaseelan, Hyong Kim
2018 IEEE 11th International Conference on Cloud Computing (CLOUD), pp. 686--693
2017
Identifying Persistent and Recurrent QoE Anomalies for DASH Streaming in the Cloud
Chen Wang, Hyong Kim, Ricardo Morla
2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), pp. 263--271, IEEE
Chen Wang, Hyong Kim, Ricardo Morla
2017 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), pp. 263--271, IEEE
QoE Based Management and Control for Large-Scale VoD System in the Cloud
Chen Wang
CMU Dissertation, 2017
Chen Wang
CMU Dissertation, 2017
2016
QWatch: Detecting and Locating QoE Anomaly for VoD in the Cloud
Chen Wang, Hyong Kim, Ricardo Morla
Cloud Computing Technology and Science (CloudCom), 2016 IEEE International Conference on, pp. 126--133
Chen Wang, Hyong Kim, Ricardo Morla
Cloud Computing Technology and Science (CloudCom), 2016 IEEE International Conference on, pp. 126--133
2015
Users Know Better: A QoE based Adaptive Control System for VoD in the Cloud
Chen Wang, Hyong Kim, Ricardo Morla
IEEE GLOBECOM 2015, IEEE
Chen Wang, Hyong Kim, Ricardo Morla
IEEE GLOBECOM 2015, IEEE
QoE Driven Server Selection for VoD in the Cloud
Chen Wang, Hyong Kim, Ricardo Morla
Cloud Computing (CLOUD), 2015 IEEE 8th International Conference on, pp. 917--924, IEEE
Chen Wang, Hyong Kim, Ricardo Morla
Cloud Computing (CLOUD), 2015 IEEE 8th International Conference on, pp. 917--924, IEEE
2010
A video text detection method based on key text points
Zhi Li, Guizhong Liu, Xueming Qian, Chen Wang, Yana Ma, Yang Yang
Advances in Multimedia Information Processing-PCM 2010, 284--295, Springer Berlin/Heidelberg
Zhi Li, Guizhong Liu, Xueming Qian, Chen Wang, Yana Ma, Yang Yang
Advances in Multimedia Information Processing-PCM 2010, 284--295, Springer Berlin/Heidelberg
A BoF model based CBCD system using hierarchical indexing and feature similarity constraints
Nan Nan, Guizhong Liu, Chen Wang
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, pp. 179--184, 2010
Nan Nan, Guizhong Liu, Chen Wang
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, pp. 179--184, 2010
Scale and rotation invariant Gabor texture descriptor for texture classification
Zhi Li, Guizhong Liu, Xueming Qian, Chen Wang
Proc. SPIE, Vis. Commun. Image Process., pp. 77441T--1, 2010
Zhi Li, Guizhong Liu, Xueming Qian, Chen Wang
Proc. SPIE, Vis. Commun. Image Process., pp. 77441T--1, 2010
Utilization of Temporal Continuity in Video Text Detection
Chen Wang, Hongliang Wang
Multimedia and Information Technology (MMIT), 2010 Second International Conference on, pp. 335--338
Chen Wang, Hongliang Wang
Multimedia and Information Technology (MMIT), 2010 Second International Conference on, pp. 335--338
2008
An SVM-based soccer video shot classification scheme using projection histograms
Nan Nan, Guizhong Liu, Xueming Qian, Chen Wang
Advances in Multimedia Information Processing-PCM 2008, 883--886, Springer
Nan Nan, Guizhong Liu, Xueming Qian, Chen Wang
Advances in Multimedia Information Processing-PCM 2008, 883--886, Springer