Chen Wang  Chen Wang photo         

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Research Staff Member, Container Cloud Platform
Thomas J. Watson Research Center, Yorktown Heights, NY USA
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Professional Associations:  ACM  |  IEEE  |  IEEE Member  |  IEEE Women in Engineering  |  IEEE Women in Engineering

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More information:  Latest personal website  |  Outdated CMU wesite  |  CV  |  Google Scholar


2022

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

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

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

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

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


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

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


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

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

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


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

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

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

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


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

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


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



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


2015


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


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

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

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

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


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