Haiying Shen

Haiying Shen

University of Virginia

H-index: 48

North America-United States

About Haiying Shen

Haiying Shen, With an exceptional h-index of 48 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Distributed systems and networks, Distributed machine learning, Cloud, Cyber-physical systems, Edge.

His recent articles reflect a diverse array of research interests and contributions to the field:

AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers

Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph

Digital Twins in Healthcare: A Survey of Current Methods

Electric Vehicle Trip Information Inference Based on Time-Series Residential Electricity Consumption

Embracing Uncertainty for Equity in Resource Allocation in ML Training

A Data-driven Control Policy based Driving Safety Analysis System for Autonomous Vehicles

Machine learning based intelligent routing for vdtns

An instability-resilient renewable energy allocation system for a cloud datacenter

Haiying Shen Information

University

Position

Associate Professor of Computer Science

Citations(all)

9892

Citations(since 2020)

5450

Cited By

6675

hIndex(all)

48

hIndex(since 2020)

32

i10Index(all)

193

i10Index(since 2020)

113

Email

University Profile Page

University of Virginia

Google Scholar

View Google Scholar Profile

Haiying Shen Skills & Research Interests

Distributed systems and networks

Distributed machine learning

Cloud

Cyber-physical systems

Edge

Top articles of Haiying Shen

Title

Journal

Author(s)

Publication Date

AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers

Sudipta Saha Shubha

Haiying Shen

2023/9/14

Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph

Sudipta Saha Shubha

Shohaib Mahmud

Haiying Shen

Geoffrey C Fox

Madhav Marathe

2023/5/15

Digital Twins in Healthcare: A Survey of Current Methods

Archives of Clinical and Biomedical Research

Siddharth Ghatti

Livvy Ann Yurish

Haiying Shen

Karen Rheuban

Kyle B Enfield

...

2023

Electric Vehicle Trip Information Inference Based on Time-Series Residential Electricity Consumption

IEEE Internet of Things Journal

Liuwang Kang

Haiying Shen

Shiwei Xu

Yezhuo Li

2023/4/6

Embracing Uncertainty for Equity in Resource Allocation in ML Training

Suraiya Tairin

Haiying Shen

Zeyu Zhang

2023/8/7

A Data-driven Control Policy based Driving Safety Analysis System for Autonomous Vehicles

IEEE Internet of Things Journal

Liuwang Kang

Haiying Shen

Yezhuo Li

Shiwei Xu

2023/2/14

Machine learning based intelligent routing for vdtns

Shiyi Liu

Haiying Shen

Brian L Smith

Volker Fessmann

2023/7/24

An instability-resilient renewable energy allocation system for a cloud datacenter

IEEE Transactions on Parallel and Distributed Systems

Haiying Shen

Haoyu Wang

Jiechao Gao

Rajkumar Buyya

2023/3/25

A Data and Model Parallelism based Distributed Deep Learning System in a Network of Edge Devices

Tanmoy Sen

Haiying Shen

2023/7/24

Time-Series Misalignment Aware DNN Adversarial Attacks for Connected Autonomous Vehicles

Qichang Liu

Haiying Shen

Tanmoy Sen

Rui Ning

2023/9/25

Efficient congestion control scheme based on caching strategy in NDN

Journal of Network and Computer Applications

Dapeng Qu

Jun Wu

Jiankun Zhang

Chengxi Gao

Haiying Shen

...

2023/7/1

Brake signal-based driver’s location tracking in usage-based auto insurance programs

IEEE Internet of Things Journal

Ankur Sarker

Haiying Shen

Chenxi Qiu

Hua Uehara

Kevin Zhang

2023/1/18

A Study on the Impact of Memory DoS Attacks on Cloud Applications and Exploring Real-Time Detection Schemes

IEEE/ACM Transactions on Networking

Zhuozhao Li

Tanmoy Sen

Haiying Shen

Mooi Choo Chuah

2022/2/9

NCC: Neighbor-aware Congestion Control based on Reinforcement Learning for Datacenter Networks

Haoyu Wang

Kevin Zheng

Charles Reiss

Haiying Shen

2022/8/29

Reinforcement Learning Based Route And Stop Planning For Autonomous Vehicle Shuttle Service

Shohaib Mahmud

Haiying Shen

Ying Natasha Zhang Foutz

Joshua Anton

2022/10/19

Co-Scheduler: A coflow-aware data-parallel job scheduler in hybrid electrical/optical datacenter networks

IEEE/ACM Transactions on Networking

Zhuozhao Li

Haiying Shen

2022/1/28

A resource-efficient predictive resource provisioning system in cloud systems

IEEE Transactions on Parallel and Distributed Systems

Haiying Shen

Liuhua Chen

2022/5/5

Mobicharger: Optimal scheduling for cooperative ev-to-ev dynamic wireless charging

IEEE Transactions on Mobile Computing

Li Yan

Haiying Shen

Liuwang Kang

Juanjuan Zhao

Zhe Zhang

...

2022/8/22

Distributed Deep Learning in An Edge Computing System

Tanmoy Sen

Haiying Shen

Zakaria Mehrab

2022/10/19

Trustworthy Distributed Deep Neural Network Training in an Edge Device Network

Sudipta Saha Shubha

Haiying Shen

2022/12/17

See List of Professors in Haiying Shen University(University of Virginia)