Haiying Shen

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 269

Top Venues

IEEE Trans. Parallel Distributed Syst.

ICDCS

MASS

IEEE/ACM Trans. Netw.

Publications

Sudipta Saha Shubha, Haiying Shen, Anand Iyer
USHER: Holistic Interference Avoidance for Resource Optimized ML Inference. OSDI (2024)
Suraiya Tairin, Haiying Shen, Anand Iyer
Proactive, Accuracy-aware Straggler Mitigation in Machine Learning Clusters. IPDPS (Workshops) (2024)
Sudipta Saha Shubha, Haiying Shen
AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers. SIGCOMM (2023)
Tanmoy Sen, Haiying Shen
A Data and Model Parallelism based Distributed Deep Learning System in a Network of Edge Devices. ICCCN (2023)
Shiyi Liu, Haiying Shen, Brian L. Smith, Volker Fessmann
Machine Learning Based Intelligent Routing for VDTNs. ICCCN (2023)
Ankur Sarker, Haiying Shen, Chenxi Qiu, Hua Uehara, Kevin Zhang
Brake-Signal-Based Driver's Location Tracking in Usage-Based Auto Insurance Programs. IEEE Internet Things J. 10 (12) (2023)
Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Zhe Zhang, Cheng-Zhong Xu
MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging. IEEE Trans. Mob. Comput. 22 (12) (2023)
Liuwang Kang, Haiying Shen, Shiwei Xu, Yezhuo Li
Electric Vehicle Trip Information Inference Based on Time-Series Residential Electricity Consumption. IEEE Internet Things J. 10 (17) (2023)
Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen, Geoffrey C. Fox, Madhav V. Marathe
Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph. IPDPS (2023)
Haiying Shen, Haoyu Wang, Jiechao Gao, Rajkumar Buyya
An Instability-Resilient Renewable Energy Allocation System for a Cloud Datacenter. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Suraiya Tairin, Haiying Shen, Zeyu Zhang
Embracing Uncertainty for Equity in Resource Allocation in ML Training. ICPP (2023)
Dapeng Qu, Jun Wu, Jiankun Zhang, Chengxi Gao, Haiying Shen, Keqin Li
Efficient congestion control scheme based on caching strategy in NDN. J. Netw. Comput. Appl. 216 (2023)
Haoyu Wang, Guoxin Liu, Haiying Shen
Cooperative Job Scheduling and Data Allocation in Data-Intensive Parallel Computing Clusters. IEEE Trans. Cloud Comput. 11 (3) (2023)
Haoyu Wang, Zetian Liu, Haiying Shen
Machine Learning Feature Based Job Scheduling for Distributed Machine Learning Clusters. IEEE/ACM Trans. Netw. 31 (1) (2023)
Liuwang Kang, Haiying Shen, Yezhuo Li, Shiwei Xu
A Data-Driven Control-Policy-Based Driving Safety Analysis System for Autonomous Vehicles. IEEE Internet Things J. 10 (16) (2023)
Haoyu Wang, Kevin Zheng, Charles Reiss, Haiying Shen
NCC: Neighbor-aware Congestion Control based on Reinforcement Learning for Datacenter Networks. ICPP (2022)
Tanmoy Sen, Haiying Shen
Distributed Training for Deep Learning Models On An Edge Computing Network Using ShieldedReinforcement Learning. CoRR (2022)
John Shen, Siddharth Ghatti, Nate Ryan Levkov, Haiying Shen, Tanmoy Sen, Karen Rheuban, Kyle Enfield, Nikki Reyer Facteau, Gina Engel, Kim Dowdell
A survey of COVID-19 detection and prediction approaches using mobile devices, AI, and telemedicine. Frontiers Artif. Intell. 5 (2022)
Haiying Shen, Fan Yao, Tanmoy Sen, Gustavo Moreira, Ankur Sarker
Query-Efficient and Imperceptible Attacks on Multivariate Time Series DNN Models. IFIP Networking (2022)
Li Yan, Haiying Shen, Juanjuan Zhao, Cheng-Zhong Xu, Feng Luo, Chenxi Qiu, Zhe Zhang, Shohaib Mahmud
CatCharger: Deploying In-Motion Wireless Chargers in a Metropolitan Road Network via Categorization and Clustering of Vehicle Traffic. IEEE Internet Things J. 9 (12) (2022)
Shohaib Mahmud, Haiying Shen, Ying Natasha Zhang Foutz, Joshua Anton
ESEP: Data-Driven Emergency and Safe Evacuation Driving Path Planning During Natural Catastrophes. Big Data (2022)
Tanmoy Sen, Haiying Shen
Distributed Training for Deep Learning Models On An Edge Computing Network Using Shielded Reinforcement Learning. ICDCS (2022)
Dapeng Qu, Guoxin Lv, Shijun Qu, Haiying Shen, Yue Yang, Zhaoyang Heng
An Effective and Lightweight Countermeasure Scheme to Multiple Network Attacks in NDN. IEEE/ACM Trans. Netw. 30 (2) (2022)
Liuwang Kang, Haiying Shen
Detection and Mitigation of Sensor and CAN Bus Attacks in Vehicle Anti-Lock Braking Systems. ACM Trans. Cyber Phys. Syst. 6 (1) (2022)
Shiyi Liu, Sathwika Bavikadi, Tanmoy Sen, Haiying Shen, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao, Brian L. Smith
Accelerating Adversarial Attack using Process-in-Memory Architecture. MSN (2022)
Bin Shi, Haiying Shen, Bo Dong, Qinghua Zheng
Memory/Disk Operation Aware Lightweight VM Live Migration. IEEE/ACM Trans. Netw. 30 (4) (2022)
Chia-Ping Tsai, Che-Wei Chang, Hung-Chang Hsiao, Haiying Shen
The Time Machine in Columnar NoSQL Databases: The Case of Apache HBase. Future Internet 14 (3) (2022)
Zhuozhao Li, Haiying Shen
Co-Scheduler: A Coflow-Aware Data-Parallel Job Scheduler in Hybrid Electrical/Optical Datacenter Networks. IEEE/ACM Trans. Netw. 30 (4) (2022)
Jiechao Gao, Haoyu Wang, Haiying Shen
Task Failure Prediction in Cloud Data Centers Using Deep Learning. IEEE Trans. Serv. Comput. 15 (3) (2022)
Haiying Shen, Liuhua Chen
A Resource-Efficient Predictive Resource Provisioning System in Cloud Systems. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Zhuozhao Li, Tanmoy Sen, Haiying Shen, Mooi Choo Chuah
A Study on the Impact of Memory DoS Attacks on Cloud Applications and Exploring Real-Time Detection Schemes. IEEE/ACM Trans. Netw. 30 (4) (2022)
Sudipta Saha Shubha, Haiying Shen
Trustworthy Distributed Deep Neural Network Training in an Edge Device Network. Big Data (2022)
Kejiang Ye, Haiying Shen, Yang Wang, Cheng-Zhong Xu
Multi-Tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization. IEEE Trans. Cloud Comput. 10 (2) (2022)
Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Zhe Zhang, Cheng-Zhong Xu
CD-Guide: A Dispatching and Charging Approach for Electric Taxicabs. IEEE Internet Things J. 9 (23) (2022)
Tanmoy Sen, Haiying Shen
Context-aware Data Operation Strategies in Edge Systems for High Application Performance. ICPP (2021)
Liuwang Kang, Haiying Shen
A Control Policy based Driving Safety System for Autonomous Vehicles. MASS (2021)
Haoyu Wang, Haiying Shen, Zijian Li, Shuhao Tian
GeoCol: A Geo-distributed Cloud Storage System with Low Cost and Latency using Reinforcement Learning. ICDCS (2021)
Rakshita Kaulgud Ramesh, Haoyu Wang, Haiying Shen, Zhiming Fan
Machine Learning for Load Balancing in Cloud Datacenters. CCGRID (2021)
Haoyu Wang, Haiying Shen, Jiechao Gao, Kevin Zheng, Xiaoying Li
Multi-Agent Reinforcement Learning based Distributed Renewable Energy Matching for Datacenters. ICPP (2021)
Chenxi Qiu, Haiying Shen
Dynamic Demand Prediction and Allocation in Cloud Service Brokerage. IEEE Trans. Cloud Comput. 9 (4) (2021)
Liuwang Kang, Haiying Shen
A Transfer Learning based Abnormal CAN Bus Message Detection System. MASS (2021)
Jinwei Liu, Haiying Shen, Hongmei Chi, Husnu S. Narman, Yongyi Yang, Long Cheng, Wingyan Chung
A Low-Cost Multi-Failure Resilient Replication Scheme for High-Data Availability in Cloud Storage. IEEE/ACM Trans. Netw. 29 (4) (2021)
Tanmoy Sen, Haiying Shen, Walid Saad, Thinh Doan
A Resilient and Robust Edge-Cloud Network System Supporting CPS. MASS (2021)
Guoxin Liu, Haiying Shen, Haoyu Wang, Lei Yu
Towards Deadline Guaranteed Cloud Storage Services. IEEE Trans. Serv. Comput. 14 (3) (2021)
Liuwang Kang, Haiying Shen
A Reinforcement Learning based Decision-making System with Aggressive Driving Behavior Consideration for Autonomous Vehicles. SECON (2021)
Xiao Zhang, Tanmoy Sen, Zheyuan Zhang, Tim April, Balakrishnan Chandrasekaran, David R. Choffnes, Bruce M. Maggs, Haiying Shen, Ramesh K. Sitaraman, Xiaowei Yang
AnyOpt: predicting and optimizing IP Anycast performance. SIGCOMM (2021)
Ankur Sarker, Haiying Shen
DeepDMC: A Traffic Context Independent Deep Driving Maneuver Classification Framework. MASS (2021)
Leo Wang, Haiying Shen, Kyle Enfield, Karen Rheuban
COVID-19 Infection Detection Using Machine Learning. IEEE BigData (2021)
Liuwang Kang, Haiying Shen
An Electric Vehicle Battery State-of-Health Estimation System with Aging Propagation Consideration. MASS (2021)
Ankur Sarker, Haiying Shen, Tanmoy Sen, Quincy Mendelson
Efficient Black-Box Adversarial Attacks for Deep Driving Maneuver Classification Models. MASS (2021)
Liuwang Kang, Haiying Shen
A Data-Driven Optimal Control Decision-Making System for Multiple Autonomous Vehicles. SEC (2021)
Haiying Shen, Chenxi Qiu
Scheduling Inter-Datacenter Video Flows for Cost Efficiency. IEEE Trans. Serv. Comput. 14 (3) (2021)
Li Yan, Haiying Shen, Kang Chen, Guoxin Liu
MobileCopy: Improving Data Availability and File Search Efficiency in Delay Tolerant Networks against Correlated Node Failure. IEEE Trans. Mob. Comput. 20 (1) (2021)
Ankur Sarker, Haiying Shen, Tanmoy Sen
A Context-aware Black-box Adversarial Attack for Deep Driving Maneuver Classification Models. SECON (2021)
Sudipta Saha Shubha, Tanmoy Sen, Haiying Shen, Matthew Normansell
A Diverse Noise-Resilient DNN Ensemble Model on Edge Devices for Time-Series Data. SECON (2021)
Ankur Sarker, Haiying Shen, Tanmoy Sen
A Suspicion-Free Black-box Adversarial Attack for Deep Driving Maneuver Classification Models. ICDCS (2021)
Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen
Challenges of Distributed Computing for Pandemic Spread Prediction based on Large-Scale Human Interaction Data. CLOUD (2021)
Li Yan, Haiying Shen
Utilizing Game Theory to Optimize In-motion Wireless Charging Service Efficiency for Electric Vehicles. ACM Trans. Cyber Phys. Syst. 5 (2) (2021)
Shohaib Mahmud, Haiying Shen, Ying Natasha Zhang Foutz, Joshua Anton
A Human Mobility Data Driven Hybrid GNN+RNN Based Model For Epidemic Prediction. IEEE BigData (2021)
Ankur Sarker, Haiying Shen, Mizanur Rahman, Mashrur Chowdhury, Kakan C. Dey, Fangjian Li, Yue Wang, Husnu S. Narman
A Review of Sensing and Communication, Human Factors, and Controller Aspects for Information-Aware Connected and Automated Vehicles. IEEE Trans. Intell. Transp. Syst. 21 (1) (2020)
Rajiv Ranjan, Massimo Villari, Haiying Shen, Omer F. Rana, Rajkumar Buyya
Software tools and techniques for fog and edge computing. Softw. Pract. Exp. 50 (5) (2020)
Tao Zhang, Jiandong Li, Hongyan Li, Shun Zhang, Peng Wang, Haiying Shen
Application of Time-Varying Graph Theory over the Space Information Networks. IEEE Netw. 34 (2) (2020)
Haiying Shen, Liuhua Chen
A Resource Usage Intensity Aware Load Balancing Method for Virtual Machine Migration in Cloud Datacenters. IEEE Trans. Cloud Comput. 8 (1) (2020)
Zhuozhao Li, Tanmoy Sen, Haiying Shen, Mooi Choo Chuah
Impact of Memory DoS Attacks on Cloud Applications and Real-Time Detection Schemes. ICDCS (2020)
Ankur Sarker, Chenxi Qiu, Haiying Shen, Hua Uehara, Kevin Zheng
Brake Data-Based Location Tracking in Usage-Based Automotive Insurance Programs. IPSN (2020)
Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging. MASS (2020)
Jiechao Gao, Haoyu Wang, Haiying Shen
Smartly Handling Renewable Energy Instability in Supporting A Cloud Datacenter. IPDPS (2020)
Liuwang Kang, Haiying Shen
Abnormal Message Detection for CAN Bus Based on Message Transmission Behaviors. ICDCS (2020)
Dapeng Qu, Shijun Qu, Yue Yang, Haiying Shen
An Effective and Lightweight Countermeasure Scheme to Multiple Network Attacks in NDNs. ICCCN (2020)
Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging. ICDCS (2020)
Li Yan, Haiying Shen
TOP: Optimizing Vehicle Driving Speed with Vehicle Trajectories for Travel Time Minimization and Road Congestion Avoidance. ACM Trans. Cyber Phys. Syst. 4 (2) (2020)
Haoyu Wang, Haiying Shen, Qi Liu, Kevin Zheng, Jie Xu
A Reinforcement Learning Based System for Minimizing Cloud Storage Service Cost. ICPP (2020)
Haoyu Wang, Haiying Shen, Charles Reiss, Arnim Jain, Yunqiao Zhang
Improved Intermediate Data Management for MapReduce Frameworks. IPDPS (2020)
Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
CD-Guide: A Reinforcement Learning based Dispatching and Charging Approach for Electric Taxicabs. MASS (2020)
Liuwang Kang, Haiying Shen
Attack Detection and Mitigation for Sensor and CAN Bus Attacks in Vehicle Anti-lock Braking Systems. ICCCN (2020)
Tanmoy Sen, Haiying Shen, Matthew Normansell
NoiseSenseDNN: Modeling DNN for Sensor Data to Mitigate the Effect of Noise in Edge Devices. MASS (2020)
Ankur Sarker, Haiying Shen, Kamran Kowsari
A Data-Driven Reinforcement Learning Based Multi-Objective Route Recommendation System. MASS (2020)
Jiechao Gao, Haoyu Wang, Haiying Shen
Machine Learning Based Workload Prediction in Cloud Computing. ICCCN (2020)
Liuwang Kang, Haiying Shen
Electric Vehicle Battery Energy Information is Enough to Track You. IPSN (2020)
Dapeng Qu, Songlin Wu, Dengyu Liang, Jie Zheng, Liuwang Kang, Haiying Shen
Node Cooperation Analysis in Mobile Peer-to-peer Networks. ICC (2020)
Ankur Sarker, Fan Yao, Haiying Shen, Huiying Zhao, Haoran Zhu, Haroon Lone, Laura Barnes, Brad Campbell, Mitchel Rosen
Deep Learning Based Prediction Towards Designing A Smart Building Assistant System. MASS (2020)
Ankur Sarker, Chenxi Qiu, Haiying Shen
Connectivity Maintenance for Next-Generation Decentralized Vehicle Platoon Networks. IEEE/ACM Trans. Netw. 28 (4) (2020)
Zhuozhao Li, Tanmoy Sen, Haiying Shen, Mooi Choo Chuah
Impact of Memory DoS Attacks on Cloud Applications and Real-Time Detection Schemes. ICPP (2020)
Lei Yu, Liuhua Chen, Zhipeng Cai, Haiying Shen, Yi Liang, Yi Pan
Stochastic Load Balancing for Virtual Resource Management in Datacenters. IEEE Trans. Cloud Comput. 8 (2) (2020)
Ankur Sarker, Haiying Shen, Tanmoy Sen, Hua Uehara
An Advanced Black-Box Adversarial Attack for Deep Driving Maneuver Classification Models. MASS (2020)
Li Yan, Shohaib Mahmud, Haiying Shen, Natasha Zhang Foutz, Joshua Anton
MobiRescue: Reinforcement Learning based Rescue Team Dispatching in a Flooding Disaster. ICDCS (2020)
Haoyu Wang, Zetian Liu, Haiying Shen
Job scheduling for large-scale machine learning clusters. CoNEXT (2020)
Liuwang Kang, Ankur Sarker, Haiying Shen
Velocity Optimization of Pure Electric Vehicles with Traffic Dynamics and Driving Safety Considerations. ACM Trans. Internet Things 2 (1) (2020)
Yuhua Lin, Haiying Shen
AutoTune: Game-Based Adaptive Bitrate Streaming in Cloud-Based Hybrid VoD Systems. IEEE Trans. Serv. Comput. 12 (4) (2019)
Jiechao Gao, Haoyu Wang, Haiying Shen
Task Failure Prediction in Cloud Data Centers Using Deep Learning. IEEE BigData (2019)
Chenxi Qiu, Haiying Shen, Liuhua Chen
Towards Green Cloud Computing: Demand Allocation and Pricing Policies for Cloud Service Brokerage. IEEE Trans. Big Data 5 (2) (2019)
Tanmoy Sen, Haiying Shen
Machine Learning based Timeliness-Guaranteed and Energy-Efficient Task Assignment in Edge Computing Systems. ICFEC (2019)
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51 (5) (2019)
Bin Shi, Haiying Shen
Memory/Disk Operation Aware Lightweight VM Live Migration Across Data-centers with Low Performance Impact. INFOCOM (2019)
Mehdi Rahmani-Andebili, Haiying Shen
Price-Controlled Energy Management of Smart Homes for Maximizing Profit of a GENCO. IEEE Trans. Syst. Man Cybern. Syst. 49 (4) (2019)
Chenbo Zhu, Haiying Shen, Jie Xu
An Economic Analysis of Cloud Computing Service Using Reclaimed Resources. CLOUD (2019)
Mehdi Rahmani-Andebili, Haiying Shen, Mahmud Fotuhi-Firuzabad
Planning and Operation of Parking Lots Considering System, Traffic, and Drivers Behavioral Model. IEEE Trans. Syst. Man Cybern. Syst. 49 (9) (2019)
Guoxin Liu, Haiying Shen, Haoyu Wang
Cooperative Job Scheduling and Data Allocation for Busy Data-Intensive Parallel Computing Clusters. ICPP (2019)
Zhuozhao Li, Haiying Shen
Co-scheduler: Accelerating Data-Parallel Jobs in Datacenter Networks with Optical Circuit Switching. ICDCS (2019)
Ankur Sarker, Haiying Shen, Mizanur Rahman, Mashrur Chowdhury, Kakan C. Dey, Fangjian Li, Yue Wang, Husnu S. Narman
A Review of Sensing and Communication, Human Factors, and Controller Aspects for Information-Aware Connected and Automated Vehicles. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Haiying Shen