Faculty Profile CV | Faculty Information System

Dr. Song Fu

University of North Texas

Computer Science and Engineering

(940) 565-2341

Email: Song.Fu@unt.edu

Education

PhD, Wayne State University, 2008.

Major: Computer Engineering

Dissertation Title: Failure-Aware Reconfigurable Distributed Virtual Machine for Dependable and High Productivity Computing

MS, Nanjing University, 2002.

Major: Computer Science

BS, Nanjing University of Aeronautics and Astronautics, 1999.

Major: Computer Science

Professional Positions

Professional

Associate Chair for Research, University of North Texas. (September 2022 – Present).

Site Director, NSF Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT), NSF. (January 2022 – Present).

Professor, University of North Texas. (September 2021 – Present).

Guest Research Scientist, Los Alamos National Laboratory. (June 2015 – Present).

Academic Affairs Fellow, University of North Texas. (September 2023 – August 2024).

Associate Chair for Research and Operations, University of North Texas. (October 2021 – August 2022).

Faculty Leadership Fellow, University of North Texas. (September 2021 – May 2022).

Associate Chair for Research and Outreach, University of North Texas. (September 2020 – September 2021).

Associate Professor, University of North Texas. (September 2016 – August 2021).

Associate Chair for Computer Engineering, University of North Texas. (December 2016 – August 2020).

Assistant Professor, University of North Texas. (September 2010 – August 2016).

Assistant Professor, New Mexico Institute of Mining and Technology. (September 2008 – August 2010).

Professional Memberships

Task Force for 6G Wireless Technology. (2022 – Present).

Energy Efficient High Performance Computing Working Group. (2021 – Present).

Member, Electrical and Computer Engineering Department Heads Association. (2016 – Present).

Full membership, American Society for Engineering Education. (2013 – Present).

Senior Member, IEEE Computer Society. (2010 – Present).

Senior Member, Association for Computing Machinery. (2009 – Present).

Senior Member, Institute of Electrical and Electronics Engineers. (2008 – Present).

Development Activities Attended

Faculty Fellowship,"Academic Affairs Fellow," Office of the Provost, United States of America. (September 2023 – Present).

Workshop,"Crucial Conversations Training (Leadership training)," Office of the Provost, United States of America. (October 2023 – October 2023).

Faculty Fellowship,"CRA Leadership Academy," Computing Research Association (CRA), United States of America. (May 2023 – May 2023).

Faculty Fellowship,"Faculty Leadership Fellow," Office of the Provost, United States of America. (September 2021 – May 2022).

Faculty Development Leave,"Two Studies in Reliable Storage Systems: Disk Performance Degradation Modeling and Proactive Data Protection in ZFS," UNT, United States of America. (September 1, 2018 – December 31, 2018).

Workshop,"CCC Leadership In Science Policy (LiSPI) Workshop," Computing Research Association, Washington DC, United States of America. (November 5, 2017 – November 2017).

Awards and Honors

Leadership Fellow, University of North Texas. (September 2021 – May 2022).

Teaching

Teaching Experience

University of North Texas

CSCE 2900, Special Problems in Computer Science and Engineering, 2 courses.

CSCE 3600, Principles of Systems Programming, 15 courses.

CSCE 3730, Reconfigurable Logic, 5 courses.

CSCE 4600, Introduction to Operating Systems, 1 course.

CSCE 4610, Computer Systems Architecture, 2 courses.

CSCE 4620, Real Time Operating Systems, 5 courses.

CSCE 4890, Directed Study, 11 courses.

CSCE 4999, Senior Thesis, 5 courses.

CSCE 5160, Parallel Processing and Algorithms, 2 courses.

CSCE 5610, Computer System Architecture, 1 course.

CSCE 5620, Real Time Operating Systems, 9 courses.

CSCE 5640, Operating System Design, 4 courses.

CSCE 5900, Special Problems, 4 courses.

CSCE 5910, Special Problems, 1 course.

CSCE 5933, Topics in Computer Science and Engineering, 1 course.

CSCE 5934, Directed Study, 21 courses.

CSCE 5950, Master's Thesis, 9 courses.

CSCE 6680, Advanced Distributed Computing, 5 courses.

CSCE 6900, Special Problems, 1 course.

CSCE 6933, Advanced Topics in Computer Science and Engineering, 1 course.

CSCE 6940, Individual Research, 25 courses.

CSCE 6950, Doctoral Dissertation, 31 courses.

Non-Credit Instruction

Public Lecture. (July 2023 – July 2023).

Guest Lecture. (April 2023 – April 2023).

Guest Lecture. (November 2022 – November 2022).

Directed Student Learning

Doctoral Advisory Committee Chair,"Flash-based Solid State Drive Design," Computer Science and Engineering. (September 2023 – Present).

Master's Thesis Committee Chair,"Machine Learning for Autonomous Driving," Computer Science and Engineering. (January 2023 – Present).

Supervised Research,"Machine Learning for Additive Manufacturing," Computer Science and Engineering. (January 2023 – Present).

Doctoral Advisory Committee Chair,"Error Correction for Quantum Computing," Computer Science and Engineering. (November 2022 – Present).

Doctoral Advisory Committee Chair,"Machine learning for smart manufacturing," Computer Science and Engineering. (October 2022 – Present).

Doctoral Advisory Committee Chair,"Dissertation: Privacy-Preserving Deep Learning for Object Detection on Edges," Computer Science and Engineering. (September 2022 – Present).

Supervised Research,"Vehicular Edge Computing for Object Detection," Texas Academy of Mathematics and Science. (May 2022 – Present).

Doctoral Advisory Committee Chair,"Machine Learning for Connected Autonomous Vehicles," Computer Science and Engineering. (September 2021 – Present).

Doctoral Advisory Committee Chair,"Performance and Reliability of Solid State Drives," Computer Science and Engineering. (September 2021 – Present).

Doctoral Advisory Committee Chair,"Edge Computing for Connected Autonomous Vehicles," Computer Science and Engineering. (September 2019 – Present).

Doctoral Advisory Committee Chair,"Dissertation: Machine Learning for Process Modeling and Optimization in Additive Manufacturing," Computer Science and Engineering. (September 2019 – Present).

Doctoral Advisory Committee Chair,"Dissertation: Coding Algorithms for Reliable Communications," Computer Science and Engineering. (2016 – Present).

Undergraduate Honors Thesis,"Characterizing Object Detection Workload on the Edge," Computer Science and Engineering. (September 2021 – May 2023).

Doctoral Advisory Committee Chair,"Dissertation: Deep Learning Optimization and Acceleration Using FPGAs," Computer Science and Engineering. (September 2017 – June 2022).

Supervised Research,"Machine Learning for Autonomous Driving," Computer Science and Engineering. (September 2021 – May 2022).

Undergraduate Honors Thesis,"Machine Learning on Autonomous Vehicles," Computer Science and Engineering. (September 2021 – May 2022).

Supervised Research,"Convolutional Neural Network Design for Image Classification," Texas Academy of Mathematics and Science. (August 2020 – December 2021).

Doctoral Advisory Committee Chair,"Dissertation: Storage Reliability," Computer Science and Engineering. (September 1, 2015 – October 2021).

Supervised Research,"Convolutional Neural Network Design for Image Recognition," Texas Academy of Mathematics and Science. (May 2020 – September 2021).

Supervised Research,"Inter-Vehicle Communication and Coordination," Computer Science and Engineering. (November 2020 – August 2021).

Supervised Research,"Data visualization for connected autonomous vehicles," Computer Science and Engineering. (November 2020 – August 2021).

Doctoral Advisory Committee Chair,"Dissertation: Resource Orchestration and Management in Cloud," Computer Science and Engineering. (September 1, 2015 – March 2021).

Doctoral Advisory Committee Chair,"Dissertation: Convolutional Neural Networks for Object Detection," Computer Science and Engineering. (September 2018 – December 2020).

Master's Thesis Committee Chair,"Generative Adversarial Networks for Connected Autonomous Vehicles Security," Computer Science and Engineering. (January 2018 – November 2020).

Supervised Research,"Edge computing for connected autonomous vehicles," Texas Academy of Mathematics and Science. (September 2019 – July 2020).

Doctoral Advisory Committee Chair,"Dissertation: Building Reliable and Cost-Effective Storage Systems For High Performance Computing Datacenters," Computer Science and Engineering. (September 1, 2015 – June 2020).

Supervised Research,"Generative Adversarial Networks for Connected Autonomous Vehicles," Texas Academy of Mathematics and Science. (November 2019 – May 2020).

Supervised Research,"Control of self-driving car using embedded systems," Computer Science and Engineering. (September 2019 – May 2020).

Master's Thesis Committee Chair,"Edge Computing for Connected Autonomous Vehicles," Computer Science and Engineering. (August 2018 – May 2020).

Doctoral Advisory Committee Chair,"Dissertation: Event Sequence Identification and Deep Learning Classification for Anomaly Detection and Predication on High-Performance Computing Systems," Computer Science and Engineering. (January 20, 2015 – December 2019).

Doctoral Advisory Committee Chair,"Dissertation: Enhancing Storage Dependability and Computing Energy Efficiency for Large-Scale High Performance Computing Systems," Computer Science and Engineering. (September 1, 2013 – May 2019).

Supervised Research,"Event block construction from system logs," Computer Science and Engineering. (October 2016 – December 2017).

Supervised Research,"Developing a disk health tracking interface," Computer Science and Engineering. (2016 – 2017).

Supervised Research,"SMART data analysis for characterizing disk failures," Computer Science and Engineering. (2015 – 2017).

Supervised Research,"Developing storage reliability management tools," Computer Science and Engineering. (September 2016 – August 2017).

Supervised Research,"Characterizing performance of Open Ethernet Drives," Computer Science and Engineering. (January 2016 – December 2016).

Master's Thesis Committee Chair,"MS Thesis: Developing a Dual Channel Email System," Computer Science and Engineering. (2015).

Master's Thesis Committee Chair,"MS Thesis: A Distributed Framework towards Building an Open Data Architecture," Computer Science and Engineering. (2015).

Supervised Research,"Developing a disk monitoring web interface," Computer Science and Engineering. (2015).

Supervised Research,"Developing a 16 bit pipelined processor using FPGA," Computer Science and Engineering. (2015).

Major Professor,"Dissertation," Computer Science and Engineering. (2011 – 2015).

Major Professor,"Dissertation," Computer Science and Engineering. (2010 – 2015).

Major Professor,"Dissertation," Computer Science and Engineering. (2010 – 2014).

Awards and Honors

Nominated for: President’s Council Teaching Award, UNT. (March 2018 – August 2018).

Research

Published Intellectual Contributions

Book Chapter

Guan, Q., DeBardeleben, N., Blanchard, S., Fu, S., Davis, C. H., Jones, W. (2016). Analyzing the Robustness of HPC Applications Using a Fine-Grained Soft Error Fault Injection Tool. 277-305. Innovative Research and Applications in Next-Generation High Performance Computing.

Conference Proceeding

Gu, Z., Krishna Karri, V., Sharma, S., Tran, H., Manjunath, A., Chen, D., Fu, S., Dahotre, N. (2023). Deep Learning for Microstructure Segmentation and Defect Detection in Additive Manufacturing Systems. IEEE International Conference on Smart Data (SmartData).

Jiang, B., Cheng, X., Li, Y., Fu, S., Yang, Q., Liu, M., Olvera, A. (2023). Output-Directed Dynamic Quantization for DNN Acceleration. 645-654. International Conference on Parallel Processing (ICPP).

Bai, T., Shao, D., He, Y., Fu, S., Yang, Q. (2023). P3: A Privacy-Preserving Perception Framework for Building Vehicle-Edge Perception Networks Protecting Data Privacy. 2023 32nd International Conference on Computer Communications and Networks (ICCCN). 1--10.

Tang, S., Wang, S., Fu, S., Yang, Q. (2023). Perception Workload Characterization and Prediction on the Edges with Memory Contention for Connected Autonomous Vehicles. 2023 IEEE International Conference on Edge Computing and Communications (EDGE). 104--114.

Dhakal, S., Chen, Q., Qu, D., Carillo, D., Yang, Q., Fu, S. (2023). Sniffer Faster R-CNN: A Joint Camera-LiDAR Object Detection Framework with Proposal Refinement. 2023 IEEE International Conference on Mobility, Operations, Services and Technologies (MOST). 1--10.

Kvapil, J., Bossi, H., Corrales Morales, Y., Da Costa, H., Da Silva, C., Liu, M., Fu, S., Hao, C., Purschke, M. (2023). A Real-Time AI-FPGA-based Triggering System for sPHENIX at RHIC Primary. International Conference on on Electronics for Particle Physics (TWEPP).

He, Y., Fu, S. (2023). 2D Error Correction Code for Flash Memory. Flash Memory Summit Conference & Exhibition.

Sharma, S., Parsazadeh, M., Gu, Z., Dahotre, N., Fu, S. (2023). A High-Fidelity Numerical Model Informed Machine Learning Framework for Melt Pool Prediction in Laser Additive Manufacturing. TMS Annual Conference & Exhibition, Materials Processing Fundamentals.

Tang, S., Whitney, K., Wang, B., Fu, S., Yang, Q. (2022). Characterization of Real-Time Object Detection Workloads on Vehicular Edge. 2022 Fifth International Conference on Connected and Autonomous Driving (MetroCAD). 30--38.

Bai, T., Wang, H., Guo, J., Ma, X., Talasila, M., Tang, S., Fu, S., Yang, Q. (2022). Online Self-Evolving Anomaly Detection for Reliable Cloud Computing. 1-10. IEEE/ACM International Conference on Utility and Cloud Computing (UCC), Best Paper Nomination.

Jiang, B., Cheng, X., Tang, S., Ma, X., Gu, Z., Fu, S., Yang, Q., Liu, M. (2022). MLCNN: Cross-Layer Cooperative Optimization and Accelerator Architecture for Speeding Up Deep Learning Applications.. International Parallel and Distributed Processing Symposium (IPDPS. 1184-1194. https://ieeexplore.ieee.org/abstract/document/9820611

Sharma, S., Di, W., Gu, Z., Pantawane, M., Fu, S., Dahotre, N. (2022). A Physics Informed Machine Learning Framework for Melt Pool Geometry Prediction in Laser Powder Bed Fusion. TMS Annual Conference & Exhibition, Additive Manufacturing for Energy Applications.

Qiu, C., Yadav, S., Squicciarini, A., Yang, Q., Fu, S., Zhao, J., Xu, C. Distributed Data-Sharing Consensus in Cooperative Perception of Autonomous Vehicles. Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS) 2022.

Tang, S., Fu, S., Yang, Q. (2021). VECFrame: A Vehicular Edge Computing Framework for Connected Autonomous Vehicles. 1-10. IEEE International Conference on Edge Computing (EDGE).

Dhakal, S., Qu, D., Carrillo, D., Yang, Q., Fu, S. (2021). OASD: An Open Approach to Self-Driving Vehicle. 2021 Fourth International Conference on Connected and Autonomous Driving (MetroCAD). 54--61.

Nutt, M., Yang, Q., Fu, S. (2021). PlateGuard: License Plate Privacy Protection for Internet of Vehicles. 2021 Fourth International Conference on Connected and Autonomous Driving (MetroCAD). 41--47.

Tang, S., Gu, Z., Fu, S., Yang, Q. (2021). Vehicular Edge Computing for Multi-Vehicle Perception. 2021 Fourth International Conference on Connected and Autonomous Driving (MetroCAD). 9--16.

Nguyen, K., Ryu, T., Zhang, J., Ma, X., Yang, Q., Fu, S., Palacharla, P., Wang, N., Wang, X. (2021). CoConv: Learning Dynamic Cooperative Convolution for Image Recognition. 2021 IEEE International Conference on Multimedia and Expo (ICME).

Ma, X., Guo, J., Tang, S., Qiao, Z., Chen, Q., Yang, Q., Fu, S., Palacharla, P., Wang, N., Wang, X. (2021). LEARNING CONNECTED ATTENTIONS FOR CONVOLUTIONAL NEURAL NETWORKS. IEEE International Conference on Multimedia and Expo (ICME) 2021.

Gu, Z., Tang, S., Jiang, B., Huang, S., Guan, Q., Fu, S. (2021). Characterizing Job-Task Dependency in Cloud Workloads Using Graph Learning. 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). https://ieeexplore.ieee.org/abstract/document/9460684

Jiang, B., Cheng, X., Tang, S., Ma, X., Gu, Z., Zhao, H., Fu, S. (2021). APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA. The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. https://dl.acm.org/doi/abs/10.1145/3431920.3439461

Chen, H., Tang, S., Fu, S. (2020). A Middleware Approach to Leverage Distributed Data Deduplication Capability on HPC and Cloud Storage Systems. IEEE International Conference on Big Data (BigData).

Tang, S., Chen, B., Hochstetler, J., Hirsch, J., Fu, S. (2020). Cooperative Mixed Reality Leveraging Edge Computing and Communication. ACM/IEEE Symposium on Edge Computing (SEC).

Ma, X., Qiao, Z., Guo, J., Tang, S., Q., Yang, Q., Fu, S. (2020). Cascaded Context Dependency: An Extremely Lightweight Module For Deep Convolutional Neural Networks. The 27th IEEE International Conference on Image Processing (ICIP).

Ma, X., Guo, J., Chen, Q., Tang, S., Yang, Q., Fu, S. (2020). Attention Meets Normalization and Beyond. IEEE International Conference on Multimedia and Expo (ICME).

Tang, S., Chen, H., Hochstetler, J., Hirsch, J., Fu, S. (2020). Exploring Edge Computing in Multi-Person Mixed Reality for Cooperative Perception. USENIX Workshop on Hot Topics in Edge Computing (HotEdge).

Ma, X., Fu, S. (2020). Position-Aware Recalibration Module: Learning From Feature Semantics and Feature Position. The 29th International Joint Conference on Artificial Intelligence (IJCAI).

Guo, J., Ma, X., Sansom, A., McGuire, M., Kalaani, A., Chen, Q., Tang, S., Yang, Q., Fu, S. (2020). SPANet: Spatial Pyramid Attention Network for Enhanced Image Recognition. IEEE International Conference on Multimedia and Expo. 1-6. IEEE. https://ieeexplore.ieee.org/abstract/document/9102906

Ma, X., Qiao, Z., Yang, Q., Fu, S. (2020). Accurate Object Detection in Smart Transportation Using Multiple Cameras. The Third IEEE International Conference on Connected and Autonomous Driving (MetroCAD 2020). IEEE.

Guo, J., Yang, Q., Fu, S., Boyles, R., Turner, S., Clarke, K. (2020). Towards Trustworthy Perception InformationSharing on Connected and Autonomous Vehicles. The Third IEEE International Conference on Connected and Autonomous Driving (MetroCAD 2020). IEEE.

Li, Z., Fu, S. (2019). Accelerating RNN on FPGA with Efficient Conversion of High-Level Designs to RTL. IEEE International Conference on Big Data (Big Data). 1-10. IEEE.

Liang, S., Qiao, G., Tang, S., Hochstetler, J., Fu, S., Shi, W., Chen, H. (2019). An Empirical Study of Quad-Level Cell NAND Flash SSDs for Big Data Applications. IEEE International Conference on Big Data (Big Data). 1-10. IEEE.

Tang, S., Gu, Z., Yang, Q., Fu, S. (2019). Smart Home IoT Anomaly Detection based on Ensemble Model Learning From Heterogeneous Data. IEEE International Conference on Big Data (Big Data). 1-8. IEEE.

Chen, Q., Ma, X., Tang, S., Guo, J., Yang, Q., Fu, S. (2019). F-cooper: feature based cooperative perception for autonomous vehicle edge computing system using 3D point clouds. Proceedings of the 4th ACM/IEEE Symposium on Edge Computing. 88--100.

Tang, S., Hochstetler, J., Li, Y., Fu, S. (2019). Low-latency High-level Data Sharing for Connected and Autonomous Vehicles. 2019 IEEE International Conference on Industrial Internet (ICII). https://ieeexplore.ieee.org/abstract/document/9065176

Chen, Q., Tang, S., Hochstetler, J., Guo, J., Li, Y., Xiong, J., Yang, Q., Fu, S. (2019). Low-latency High-level Data Sharing for Connected and Autonomous Vehicular Networks. IEEE International Conference on Industrial Internet (ICII). 10. IEEE. http://www.ieee-icii.org/

Qiao, G., Fu, S., Chen, H., Settlemyer, B. (2019). Exploring Declustered Software RAID for Enhanced Reliability and Recovery Performance. The 38th IEEE International Symposium on Reliable Distributed Systems (SRDS). 10. IEEE. https://srds-conference.org/

Qiao, G., Fu, S., Chen, H., Settlemyer, B. (2019). Building Reliable High-Performance Storage Systems: An Empirical and Analytical Study. The 21st IEEE International Conference on Cluster Computing (Cluster). 10. IEEE. https://clustercomp.org/2019/

Sun, H., Liu, W., Huang, J., Fu, S., Qiao, G., Shi, W. (2019). Near-Data Processing-Enabled and Time-Aware Compaction Optimization for LSM-tree-based Key-Value Stores. The 48th IEEE International Conference on Parallel Processing (ICPP). 11. ACM. https://www.hpcs.cs.tsukuba.ac.jp/icpp2019/index.html

Li, Z., Fu, S., Blanchard, S., Lang, M. (2019). Topology-Aware Event Sequence Mining for Understanding HPC System Behavior and Detecting Anomalies. The 21st IEEE International Conference on High Performance Computing and Communications (HPCC). 10. IEEE.

Chen, Q., Tang, S., Yang, Q., Fu, S. (2019). Cooper: Cooperative Perception for Connected Autonomous Vehicles Based on 3D Point Clouds. 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS). 514-524.

Qiao, G., Fu, S., Chen, H., Settlemyer, B. (2019). Characterizing and Modeling Reliability of Declustered RAID. The 49th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). IEEE. http://2019.dsn.org/

Huang, S., Liang, S., Fu, S., Shi, W., Tiwari, D., Chen, H. (2019). Characterizing Disk Health Degradation and Proactively Protecting Against Disk Failures for Reliable Storage Systems. IEEE International Conference on Autonomic Computing (ICAC). 10. IEEE. https://icac2019.cs.umu.se/

Qiao, Z., Liang, S., Fu, S., Damera, N., Chen, H., Lang, M. (2018). ACTOR: Active Cloud Storage with Energy-Efficient On-Drive Data Processing. 2018 IEEE International Conference on Big Data (BigData). 1--9.

Liang, S., Qiao, Z., Hochstetler, J., Huang, S., Fu, S., Shi, W., Tiwari, D., Chen, H., Settlemyer, B., Montoya, D. (2018). Reliability Characterization of Solid State Drives in a Scalable Production Datacenter. 2018 IEEE International Conference on Big Data (BigData). 1--9.

Li, Z., Davidson, M., Fu, S., Blanchard, S., Lang, M. (2018). Converting Unstructured System Logs into Structured Event List for Anomaly Detection. Proceedings of the 13th ACM International Conference on Availability, Reliability and Security. 1--15.

Qiao, Z., Hochstetler, J., Liang, S., Fu, S., Chen, H., Settlemyer, B. (2018). Incorporate Proactive Data Protection in ZFS Towards Reliable Storage Systems. 2018 IEEE Intl Conf on Big Data Intelligence and Computing (DataCom). 904--911.

Chen, H., Guan, Q., Fu, S. (2018). UNS: A Portable, Mobile, and Exchangeable Namespace for Supporting Fetch-from-Anywhere Big Data Eco-Systems. 2018 IEEE Intl Conf on Big Data Intelligence and Computing (DataCom). 889--896.

Qiao, Z., Hochstetler, J., Liang, S., Fu, S., Chen, H., Settlemyer, B. (2018). Developing Cost-Effective Data Rescue Schemes to Tackle Disk Failures in Data Centers. International Conference on Big Data. 194--208.

Li, Z., Davidson, M., Fu, S., Blanchard, S., Lang, M. (2018). Event Block Identification and Analysis for Effective Anomaly Detection to Build Reliable HPC Systems. The 20th IEEE International Conference on High Performance Computing and Communications (HPCC). 1--8.

Kumar, M., Gupta, S., Patel, T., Wilder, M., Shi, W., Fu, S., Engelmann, C., Tiwari, D. (2018). Understanding and Analyzing Interconnect Errors and Network Congestion on a Large Scale HPC System. 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). 107--114.

Huang, S., Fu, S. (2017). Research on Power Saving and Energy Efficiency for Data-Centric Computing on Production HPC Systems. 1--6. IEEE International Green and Sustainable Computing Conference (IGSC).

Fu, S., Chen, H., Qiao, G. (2017). A Machine Learning based Disk Health Monitoring for Supporting Always-On Extreme Scale Storage Systems. ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC).

Li, Z., Davidson, M., Fu, S., Blanchard, S., Lang, M. (2017). Event Block Analysis for Effective Anomaly Detection on Production HPC Systems. Proceedings of ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC).

Huang, S., Fu, S., Shi, W., Tiwari, D. (2017). Proactive Disk Failure Management and Data Protection for Highly Available Storage Systems. Proceedings of ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC).

Kumar, M., Tiwari, D., Shi, W., Gupta, S., Fu, S. (2017). Towards Understanding Interconnect Failures in HPC Systems. Proceedings of Greater Chicago Area Systems Research Workshop (GCASR).

Huang, S., Deng, Z., Fu, S. (2016). Quantifying Topology Criticality for Fault Impact Analysis in Software-Defined Networks. 1--8. The 35th IEEE International Performance Computing and Communications Conference (IPCCC).

Hochstetler, J., Hochstetler, L., Fu, S. (2016). An Optimal Police Patrol Planning Strategy for Smart City Safety. 1--8. The 14th IEEE International Conference on Smart City (SmartCity).

Baseman, E., Blanchard, S., Li, Z., Fu, S. (2016). Relational Synthesis of Text and Numeric Data for Anomaly Detection on Computing System Logs. 1--8. The 15th IEEE International Conference on Machine Learning and Applications (ICMLA).

Huang, S., Fu, S., Pakin, S., Lang, M. (2016). Characterizing Power and Energy Efficiency of Legion Runtime and Applications: An Early Experience. 1--10. IEEE International Green and Sustainable Computing Conference (IGSC).

Chen, H., Fu, S. (2016). Parallel Erasure Coding: Exploring Task Parallelism in Erasure Coding for Enhanced Bandwidth. 1--6. IEEE International Conference on Networking, Architecture and Storage (NAS).

Chen, H., Fu, S. (2016). Improving Coding Performance and Energy Efficiency of Erasure Coding Process for Storage Systems. 1--6. IEEE International Conference on Cloud Computing (CLOUD).

Qiao, G., Liang, S., Jiang, H., Fu, S. (2015). A Customizable MapReduce Framework for Complex Data-Intensive Workflows on GPUs. The 34th IEEE International Performance Computing and Communications ConferencT.

Chen, H., Fu, S. (2015). A Parallel, Reliable and Scalable Storage Software Infrastructure for Active Storage System and I/O Environments. 8. The 34th IEEE International Performance Computing and Communications Conference.

Guan, Q., Debardeleben, N., Blanchard, S., Fu, S. (2015). Addressing Statistical Significance of Fault Injection: Empirical Studies of the Soft Error Susceptibility. 10. The 21st IEEE International Symposium on Dependable Computing.

Huang, S., Fu, S., Debardeleben, N., Guan, Q., Xu, C. (2015). Differentiated Failure Remediation with Action Selection for Resilient Computing. 10. The 21st IEEE International Symposium on Dependable Computing.

Guan, Q., DeBardeleben, N., Blanchard, S., Fu, S. (2015). Empirical Studies of the Soft Error Susceptibility of Sorting Algorithms to Statistical Fault Injection. Proceedings of Fault Tolerance for HPC at eXtreme Scale in the 24th International ACM Symposium on High Performance Distributed Computing (HPDC).

Huang, S., Lang, M., Pakin, S., Fu, S. (2015). Measurement and Characterization of Haswell Power and Energy Consumption. 10. E2SC, IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC).

Qiao, Z., Liang, S., Jiang, H., Fu, S. (2015). MR-Graph: a Customizable GPU MapReduce. IEEE International Conference on Cyber Security and Cloud Computing.

Guan, Q., DeBardeleben, N., Blanchard, S., Fu, S. (2015). Addressing Statistical Significance of Fault Injection: Empirical Studies of the Soft Error Susceptibility. 10. The 21st IEEE/IFIP International Symposium on Dependable Computing.

Huang, S., Fu, S., DeBardeleben, N., Guan, Q., Xu, C. (2015). Differentiated Failure Remediation with Action Selection for Resilient Computing. 10. The 21st IEEE/IFIP International Symposium on Dependable ComputinT.

Huang, S., Lang, M., Pakin, S., Fu, S. (2015). Measurement and Characterization of Haswell Power and Energy Consumption. 10. E2SC, IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis (SC).

Huang, S., Fu, S., Zhang, Q., Shi, W. (2015). Characterizing Disk Failures with Quantified Disk Degradation Signatures: An Early Experience. 10. IEEE International Symposium on Workload Characterization (IISWC).

Ren, H., Shao, J., Arigong, B., Zhou, M., Fu, S., Kim, H., Zhang, H. (2015). Simplified Doherty Power Amplifier Structures. IEEE Symposium on Wireless and Microwave Circuits and Systems (WMCS).

Arigong, B., Zhou, M., Ren, H., Shao, J., Fu, S., Kim, H., Zhang, H. (2015). System Application of Planar Couplers. IEEE Symposium on Wireless and Microwave Circuits and Systems (WMCS).

Guan, Q., DeBardeleben, N., Blanchard, S., Fu, S. (2015). Soft Error Susceptibility of Sorting Algorithms. 7. IEEE International Workshop on Silicon Errors in Logic - System Effects (SELSE).

Journal Article

Gu, Z., Sharma, S., Riley, D., Fu, S., Dahotre, N. (2023). A Universal Predictor-Based Machine Learning Model for Optimal Process Maps in Laser Powder Bed Fusion Process. Other. 34, 3341–3363.

Gu, Z., Tran, H., Manjunath, A., Chen, D., Fu, S. (2023). AI Automated Microstructure Analysis for Intelligent Manufacturing. Journal of Robotics and Automation Technology.

Dhakal, S., Carrillo, D., Qu, D., Yang, Q., Fu, S. (2023). Sniffer Faster R-CNN ++: An Efficient Camera-LiDAR Object Detector with Proposal Refinement on Fused Candidates. ACM Journal on Autonomous Transportation Systems.

Guo, J., Carrillo, D., Chen, Q., Yang, Q., Fu, S., Lu, H., Guo, R. (2022). Slim-FCP: Lightweight-Feature-Based Cooperative Perception for Connected Automated Vehicles. Other. 9(17), 15630--15638. IEEE.

Bai, T., Fu, S., Yang, Q. (2022). Privacy-Preserving Object Detection with Secure Convolutional Neural Networks for Vehicular Edge Computing. Other. 14(11), 1-17.

Sun, H., Wang, Q., Yue, Y., Fu, S. (2022). A Storage Computing Architecture with Multiple NDP Devices for Accelerating Compaction Performance in LSM-Tree based KV Stores. Journal of Systems Architecture. 130, 1-16. Elsevier.

Guo, J., Carrillo, D., Tang, S., Chen, Q., Yang, Q., Fu, S., Wang, X., Wang, N., Palacharla, P. (2021). CoFF: Cooperative spatial feature fusion for 3-D object detection on autonomous vehicles. Other. 8(14), 11078--11087. IEEE.

Yang, Q., Fu, S., Wang, H., Fang, H. (2021). Machine-learning-enabled cooperative perception for connected autonomous vehicles: Challenges and opportunities. IEEE Network. 35(3), 96--101. IEEE.

Li, X., Wang, X., Yang, Q., Fu, S. (2021). Signal Processing for TDM MIMO FMCW Millimeter-Wave Radar Sensors. IEEE Access. IEEE. https://doi.org/10.1109/ACCESS.2021.3137387

Kumar, M., Gupta, S., Patel, T., Shi, W., Fu, S., Engelmann, C., Tiwari, D. (2021). Study of Interconnect Errors, Network Congestion, and Applications Characteristics for Throttle Prediction on a Large Scale HPC System. Journal of Parallel and Distributed Computing (JPDC), vol. 65 (2005) pp. 153, 29-43. Elsevier.

Ma, X., Guo, J., Sansom, A., McGuir, M., Kalaani, A., Chen, Q., Tang, S., Yang, Q., Fu, S. (2021). Spatial Pyramid Attention for Deep Convolutional Neural Networks. IEEE Transactions on Multimedia. 23, 3048 - 3058. IEEE.

Abazari, F., Analoui, M., Takabi, H., Fu, S. (2019). MOWS: multi-objective workflow scheduling in cloud computing based on heuristic algorithm. Other. 93, 119-132. Elsevier.

Sun, H., Liu, W., Qiao, Z., Fu, S., Shi, W. (2018). DStore: A Holistic Key-Value Store Exploring Near-Data Processing and On-Demand Scheduling for Compaction Optimization. IEEE Access. 6, 61233-61253.

Guan, Q., DeBardeleben, N., Blanchard, S., Fu, S. (2017). Addressing Statistical Significance of Fault Injection: Empirical Studies of the Soft Error Susceptibility. 10(4), 16. International Journal of High Performance Computing and Networking.

Zhang, Z., Lang, M., Pakin, S., Fu, S. (2016). TracSim: Simulating and Scheduling Trapped Power Capacity to Maximize Machine Room Throughput. Parallel Computing. 57, 108-124.

Arigong, B., Ding, J., Ren, H., Zhou, M., Zhou, R., Fu, S., Kim, H., Zhang, H. (2015). An Improved Design of Dual-band 3dB 180° Directional Coupler. Progress In Electromagnetics Research (PIER). 56(153-162), .

Shao, J., Ren, H., Zhou, M., Arigong, B., Ding, J., Fu, S., Kim, H., Zhang, H. (2015). Design of a Dual-Band Sequential Power Amplifier. Microwave and Optical Technology Letters.

Shao, J., Ren, H., Zhou, M., Arigong, B., Ding, J., Fu, S., Kim, H., Zhang, H. (2015). Design of Dual-Band GaN Doherty Power Amplifier Using a Simplified Structure. Microwave and Optical Technology Letters. 57(4), 5.

Shao, J., Zhou, R., Yoon, S., Fu, S., Kim, H. S., Zhang, H. (2015). Design of a Tunable Sequential Power Amplifier. Microwave and Optical Technology Letters. 57(4), 953-956.

Poster

Chen, H., Qiao, G., Fu, S. (2019). Applying SDN based data network on HPC Big Data Computing – Design, Implementation, and Evaluation. IEEE International Conference on Big Data (Big Data). 2. IEEE.

Chen, Q., Yang, Q., Fu, S. (2019). A Cooperative Perception Framework for Connected Autonomous Vehicles. Annual GPU Technology Conference.

Qiao, Z., Fu, S., Chen, H., Settlemyer, B. (2018). Exploring Declustered RAID in ZFS for improved Storage Reliability and Availability. 2018 IEEE/ACM International Conference for High Performance Computing, Networking, Storage, and Analysis (SC).

Hochstetler, J., Padidela, R., Chen, Q., Yang, Q., Fu, S. (2018). Embedded Deep Learning for Vehicular Edge Computing. 2018 ACM/IEEE Symposium on Edge Computing (SEC).

Qiao, Z., Fu, S., Chen, H., Settlemyer, B. (2018). Characterizing Performance of Declustered RAID for HPC Storage Systems. 2018 DOE Los Alamos National Laboratory Research Symposium.

Liang, S., Qiao, Z., Fu, S., Shi, W. (2018). In-Depth Reliability Characterization of NAND Flash based Solid State Drives in High Performance Computing Systems. The 47th IEEE International Conference on Parallel Processing (ICPP).

Qiao, Z., Fu, S., Chen, H., Lang, M. (2017). Incorporating Proactive Data Rescue into ZFS Disk Recovery for Enhanced Storage Reliability. IEEE/ACM International Conference for High Performance Computing, Networking, Storage and Analysis (SC).

Presentations Given

Invited Talk

Fu, S. (Author & Presenter), IEEE MetroCon Conference, Connected Autonomous Vehicles & AI: Challenges, Research, and Collaboration, IEEE, United States of America. (2023 – 2023).

Fu, S. (Author & Presenter), IEEE Communications and Vehicular Technology (CVT), Collaboration with eCAT Center Electric, Connected and Autonomous Technologies for Mobility, IEEE, United States of America. (2023 – 2023).

Fu, S. (Author & Presenter), 2022 USDOT National Center for Transportation Infrastructure Durability and Life Extension Center (TriDurLE) Annual Symposium, Privacy-Preserving Object Detection with Secure Deep Learning for Vehicular Edge Computing, Washington State University, United States of America. (2022 – 2022).

Fu, S. (Presenter), Seminar in the Department of Mechanical Engineering, Deep Learning and Data Privacy in Connected Autonomous Vehicles, United States of America. (2022 – 2022).

Fu, S. (Presenter), Institute of Transportation Engineers Dallas Meeting, Leveraging Connected Autonomous Vehicles for Traffic Management: Challenges and New Directions, TexITE, Richardson, Texas, United States of America. (2019 – 2019).

Yang, Q. (Presenter), Fu, S. (Presenter), Texas District of the Institute of Transportation Engineers (TexITE), Leveraging Connected Autonomous Vehicles for Traffic Management: Challenges and New Directions, United States of America. (2019 – 2019).

Fu, S. (Presenter), Proactive Data Protection in Zettabyte File System, Anhui University, Anhui, China, China. (2018).

Fu, S. (Presenter), Monitoring Storage Systems and Characterizing Flash Storage Failures, DOE Los Alamos National Lab, Los Alamos, NM, United States of America. (2018).

Fu, S. (Presenter), Vehicular Edge Computing for Autonomous Cars, Nanjing Forestry University, Nanjing, China, China. (2018).

Fu, S. (Presenter), Edge Computing for Connected Autonomous Vehicles, Wayne State University, Detroit, MI, United States of America. (2018).

Fu, S. (Presenter), Exploring Declustered RAID and Proactive Data Protection to Develop Always-On HPC Storage Systems, DOE Los Alamos National Lab, Los Alamos, NM, United States of America. (2018).

Fu, S. (Presenter), Exploring Big Data Analysis and Machine Learning for Cost-Effective Reliability Management of Large-Scale Storage Systems, Anhui University, Hefei, China, China. (2017).

Fu, S. (Presenter), Exploring Smart Open Ethernet Drives to Develop Scalable and Distributed Storage, Nanjing Forestry University, Nanjing, China, China. (2017).

Fu, S. (Presenter), Developing Disk Health Analysis and Failure Prediction Tools for HPC Storage Systems, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2017).

Fu, S. (Presenter), Integrating and Enhancing Baler for Event Block Analysis and Anomaly Detection, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2017).

Fu, S. (Presenter), Research on Disk Failure Characterization and Data Protection, New Mexico Tech University, Socorro, New Mexico, United States of America. (2017).

Fu, S. (Presenter), Exploiting Disk Performance Signatures for Cost-Effective Management of Large-Scale Storage Systems, Wayne State University, Detroit, Michigan, United States of America. (2017).

Fu, S. (Presenter), Cost-Effective Management of Large-Scale Storage Systems, Nanjing Forestry University, Nanjing, China, China. (2016).

Fu, S. (Presenter), Exploring Machine Learning for Anomaly Detection from System Logs, Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2016).

Fu, S. (Presenter), Exploring Active Disk Drives to Enhance Storage Scalability and Resilience, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2016).

Fu, S. (Author & Presenter), Storage Reliability: Disk Failure Characterization and Degradation Signatures, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2015).

Oral Presentation

Fu, S. (Presenter), DFW University AI Collaboration Symposium, UNT AI-Related Research and Capabilities, UNT, United States of America. (2023 – 2023).

Fu, S. (Author & Presenter), NSF eCAT Center IAB meeting, Flash-based Storage for Automotive Applications and Systems, United States of America. (2023 – 2023).

Fu, S. (Author & Presenter), The 32nd IEEE International Conference on Computer Communications and Networks (ICCCN), A Privacy-Preserving Perception Framework for Building Vehicle-Edge Perception Networks Protecting Data Privacy, IEEE, United States of America. (2023 – 2023).

Panel Presentation

Thompson, R. (Panelist), Albert, M. V. (Panelist), Sidorova, A. (Panelist), Fu, S. (Panelist), Roberts, A. P. (Moderator), University Research Day, Exploring the Role of AI in Research, UNT, Denton, Tx, United States of America. (2023 – 2023).

Paper

Fu, S. (Author & Presenter), IEEE International Conference on Connected and Autonomous Driving, Accurate Object Detection in Smart Transportation Using Multiple Cameras, IEEE, Detroit, MI, United States of America. (2020 – 2020).

Fu, S. (Presenter), The 21st IEEE International Conference on High Performance Computing and Communications (HPCC), Topology-Aware Event Sequence Mining for Understanding HPC System Behavior and Detecting Anomalies, China. (2019 – 2019).

Fu, S. (Presenter), IEEE International Conference on Autonomic Computing (ICAC), Characterizing Disk Health Degradation and Proactively Protecting Against Disk Failures for Reliable Storage Systems, Sweden. (2019 – 2019).

Fu, S. (Author & Presenter), IEEE International Green and Sustainable Computing Conference (IGSC), Characterizing Power and Energy Efficiency of Legion Runtime and Applications: An Early Experience, Hangzhou, China, China. (2016).

Fu, S. (Author & Presenter), IEEE International Conference on Networking, Architecture and Storage (NAS), Parallel Erasure Coding: Exploring Task Parallelism in Erasure Coding for Enhanced Bandwidth, CA, United States of America. (2016).

Fu, S. (Author & Presenter), the 21st IEEE/IFIP International Symposium on Dependable Computing, Differentiated Failure Remediation with Action Selection for Resilient Computing, Zhangjiajie, China, China. (2015).

Fu, S. (Author & Presenter), IEEE International Symposium on Workload Characterization (IISWC), Characterizing Disk Failures with Quantified Disk Degradation Signatures: An Early Experience, Atlanta, GA, United States of America. (2015).

Project

Fu, S. (Presenter), Cooperative Perception for Autonomous Vehicle Edge Computing System, Fujitsu Labs of America, Richardson, Texas, United States of America. (2019 – 2019).

Fu, S. (Presenter), Accelerating Data Recovery for Software RAID in ZFS, DOE Los Alamos National Laboratory, Los Alamos, NM, United States of America. (2019 – 2019).

Fu, S. (Presenter), Measurement and Characterization of Haswell Power and Energy Consumption (Talk), Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America. (2015 – 2015).

Fu, S. (Author & Presenter), CloudMP: Characterization and Modeling of Workloads and Predicting Performance of Emerging Cloud Applications, NSF Net-Centric I/UCRC Industrial Advisory Board Meeting, Grapevine, Texas, United States of America. (2015 – 2015).

Media Contributions

Internet

"UNT hosts inaugural symposium aimed to make DFW ‘a leading force in AI’," UNT Research and Innovation. (October 2023).

"UNT research and scholarship showcased in inaugural event - Exploring the Role of AI in Research," UNT Research and Innovation. (October 2023).

"UNT GenCyber Academy," Facebook. (June 2023).

"UNT professors part of national NSF-funded effort to develop new vehicle technologies," UNT Research and Innovation. (May 2023).

"Experts in autonomous vehicles land two more grants," CSE Website. (September 2020).

"Connected autonomous cars might be in your future," UNT News. (March 18, 2019).

"Computer scientists at the forefront of connected and autonomous vehicle research," UNT CENG. (March 12, 2019).

Magazine

"Three UNT Researchers Named Tech Titans Finalists," UNT Research and Innovation. (January 2022).

"UNT students place first in North American autonomous car competition," UNT Research and Innovation. (December 2021).

"Intelligent Mobility Systems," North Texan magazine. (February 2020).

Newspaper

"Mobility Tech," North Texan. (September 2023).

"Safer Air, Safer Streets: North Texas Center for Mobility Technologies Announces First Two Fundings," Dallas Innovates. (July 2021).

"Cars talking to cars: One of many research projects for UNT professors," Denton Record Chronicle. (October 2020).

"Improving Connected and Autonomous Vehicles," UNT Research. (October 2020).

"Researchers propose industry standard 'cyber infrastructure' for autonomous vehicles," Statescoop. (September 2020).

"UNT researcher says autonomous vehicles that ‘talk’ to each other could solve industry’s problems," UNT News. (July 2020).

"UNT gets grant to host computing and security summer camps," Denton Record Chronicle. (March 19, 2019).

Radio

"University of North Texas Professors Conducting Research on Self-Driving Cars," KRLD Radio. (March 2019).

TV

"Self Driving Cars in North Texas," North Texas Television. (April 18, 2019).

Contracts, Grants and Sponsored Research

Grant - Research

Li, X. (Co-Principal), Fu, S. (Principal), Yang, Q. (Co-Principal), Ding, J. (Co-Principal), "IUCRC Phase I: Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT)," Sponsored by NSF, Federal, $750000 Funded. (March 15, 2023 – February 29, 2028).

Ding, J. (Principal), Kinshuk, X. (Co-Principal), Fu, S. (Co-Principal), Ludi, S. A. (Co-Principal), Chen, H. (Co-Principal), Hossain, T. (Co-Principal), Xiao, T. (Co-Principal), Feng, Y. (Co-Principal), Cleveland, A. D. (Co-Principal), Smith, D. L. (Co-Principal), Mankins, N. (Co-Principal), Booker, D. D. (Co-Principal), Carrillo, D. (Co-Principal), "NSF Includes ARISE Alliance Membership," Sponsored by Arizona State University, Other, $64800 Funded. (January 16, 2024 – January 15, 2027).

Yang, Q. (Principal), Fu, S. (Co-Principal), "Development and Demonstration of Zero-Emission Technologies for Commercial Fleets," Sponsored by Department of Energy (DOE), Federal, $500678 Funded. (November 2022 – October 2026).

Fu, S. (Principal), "Advanced Storage Solutions," Sponsored by SAGE, National, $150000 Funded. (April 2022 – March 2025).

Yang, Q. (Principal), Fu, S. (Co-Principal), "Multi-Vehicle Cooperative Perception," Sponsored by Toyota North America InfoTech Labs, International, $280000 Funded. (February 2022 – February 2025).

Fu, S. (Principal), Morozov, K. (Co-Principal), "North Texas GenCyber Academy," Sponsored by National Security Agency and National Science Foundation, Federal, $139042 Funded. (June 2022 – June 2024).

Fu, S. (Principal), "University of North Texas GenCyber Academy," Sponsored by National Security Agency and National Science Foundation, Federal, $134823 Funded. (September 2021 – December 2023).

Fu, S. (Principal), Yang, Q. (Co-Principal), "REU Site: Vehicular Edge Computing and Security," Sponsored by National Science Foundation, Federal, $359993 Funded. (January 1, 2019 – December 31, 2023).

Fu, S., Zhao, X., Wang, J., "Travel: Student Travel Support for IEEE/ACM International Conferences on Utility and Cloud Computing (UCC 2022) and Big Data Computing, Applications and Technologies (BDCAT 2022)," Sponsored by National Science Foundation, Federal, $32000 Funded. (September 2022 – August 2023).

Yang, Q. (Principal), Fu, S. (Co-Principal), Keathly, D. (Other), "CyberTraining: Implementation: Small: Collaborative and Integrated Training on Connected and Autonomous Vehicles Cyber Infrastructure," Sponsored by National Science Foundation, Federal, $499841 Funded. (July 2020 – July 2023).

Yang, Q. (Principal), Fu, S. (Co-Principal), "Mobile Edge Computing," Sponsored by Fujitsu Laboratories of America, International, $90000 Funded. (February 2021 – May 2023).

Fu, S. (Principal), Yang, Q. (Co-Principal), Li, X. (Co-Principal), "IUCRC Planning Grant University of North Texas: Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT)," Sponsored by National Science Foundation, Federal, $20000 Funded. (July 1, 2021 – December 31, 2022).

Yang, Q. (Principal), Fu, S. (Co-Principal), "EAGER: SaTC: Privacy-Preserving Convolutional Neural Network for Cooperative Perception in Vehicular Edge Systems," Sponsored by National Science Foundation, Federal, $99948 Funded. (August 2020 – August 2022).

Fu, S. (Principal), "North Texas GenCyber Academy," Sponsored by NSA, Federal, $79277 Funded. (March 2020 – March 2022).

Fu, S. (Principal), Yang, Q. (Co-Principal), "Supplement: REU Site: Vehicular Edge Computing and Security: Research Experience for Undergraduates," Sponsored by National Science Foundation, Federal, $20000 Funded. (July 8, 2019 – December 31, 2021).

Fu, S. (Principal), "Exploring Declustered RAID and Proactive Data Protection to Develop Always-On HPC Storage Systems," Sponsored by DOE Los Alamos National Laboratory, Federal, $180000 Funded. (March 2018 – September 2021).

Kavi, K. M. (Principal), Fu, S. (Co-Principal), Zhao, H. (Co-Principal), "MRI Collaborative: Development of ESPRIT - Emerging systems’ performance and energy evaluation instruments and testbench," Sponsored by Cost-Share from UNT for a NSF Grant, University of North Texas, $128572 Funded. (September 1, 2018 – August 31, 2021).

Kavi, K. M. (Principal), Fu, S. (Co-Principal), Zhao, H. (Co-Principal), "MRl Collaborative: Development of ESPRIT - Emerging systems' performance and energy evaluation instruments and testbench," Sponsored by National Science Foundation, Federal, $300001 Funded. (September 2018 – August 2021).

Fu, S. (Principal), Shi, W. (Principal), "CSR: Medium: Exploiting Disk Performance Signatures for Cost-Effective Management of Large-Scale Storage Systems," Sponsored by National Science Foundation, Federal, $700000 Funded. (August 2016 – July 2021).

Mishra, R. (Principal), Fu, S. (Co-Principal), Manzo, M. (Co-Principal), "Advanced Process Monitoring Solution for Weld Quality Control," Sponsored by Hitachi America, Ltd., National, $40000 Funded. (February 2021 – March 2021).

Fu, S. (Principal), "REU Supplement: CSR: Medium: Collaborative Research: Wizard: Exploiting Disk Performance Signatures for Cost-Effective Management of Large-Scale Storage Systems," Sponsored by National Science Foundation, Federal, $16000 Funded. (May 2017 – July 2020).

Fu, S. (Principal), "Characterizing Flash Storage Failures for Building Reliable Storage Systems," Sponsored by DOE Los Alamos National Laboratory, Federal, $40000 Funded. (May 2018 – December 2018).

Fu, S. (Principal), "Developing Disk Health Analysis and Failure Prediction Tools for HPC Storage Systems," Sponsored by DOE Los Alamos National Laboratory, Federal, $45000 Funded. (December 2016 – September 2017).

Fu, S., "Anomaly Detection in DOE High Performance Computing Systems Logs Using Machine Learning," Sponsored by DOE Los Alamos National Laboratory, Federal, $47000 Funded. (September 2016 – September 2017).

Fu, S. (Principal), "Developing Scalable and Resilient Storage Systems by Exploring Open Ethernet Drives," Sponsored by DOE Los Alamos National Laboratory, Federal, $85000 Funded. (March 2016 – July 2017).

Fu, S. (Principal), "Advanced Distributed Computing on Amazon EC2 Cloud," Sponsored by Amazon Inc., Other, $16000 Funded. (2012 – 2016).

Fu, S. (Principal), "Anomaly Detection in High Performance Computing Systems," Sponsored by DOE, Federal, $90000 Funded. (October 2015 – August 2016).

Fu, S. (Principal), "Power-Aware Job Scheduling Under a Power Cap for DOE Trinity Supercomputer," Sponsored by DOE LANL, Federal, $53600 Funded. (2015 – 2015).

Fu, S. (Principal), "Soft Error Characterization and Resilience with GPGPUs," Sponsored by NVIDIA, Other, $6000 Funded. (2014 – 2015).

Grant - Service

Yang, Q., Fu, S. (Co-Principal), "Automotive Radar-Cyclist Object Detection Dynamic Testing," Sponsored by Emobilus, Local, $4044 Funded. (November 2020 – December 2020).

Fu, S. (Co-Principal), "Expanding Recruitment and Collaboration with Universities in China," Sponsored by UNT China Venture Fund, University of North Texas, $8000 Funded. (June 2016 – December 2017).

Fu, S. (Co-Principal), "Expanding Collaboration with Universities in East China in Computer Science and Math Programs," Sponsored by UNT Venture Fund, University of North Texas, $3000 Funded. (2014 – 2015).

Grant - Teaching

Li, C. (Principal), Fu, S. (Co-Principal), "UTA-UNT OurCS@DFW for Underrepresented Undergraduate Students," Sponsored by Google exploreCSR, International, $15000 Funded. (September 2020 – August 2021).

Copyrights, Patents

Patent

Fu, S., Shi, W., "Fine-Grained Disk Failure Prediction in Data Centers," Regular, United States, Date of Patent Application: 2018 –.

Awards and Honors

Top 2% of more than six million scientists worldwide in the annual and career rankings of the world’s most cited researchers in 2023., Stanford University. (December 2023 – Present).

ACM Senior Member, Association for Computing Machinery (ACM). (May 2022 – Present).

First Place in the 2021 AWS DeepRacer Student League Competition, AWS. (December 2021 – Present).

Guest Research Scientist, Ultrascale System Research Center, Los Alamos National Laboratory. (2019 – Present).

IEEE-Eta Kappa Nu honor society, IEEE. (2019 – Present).

IEEE Senior Member, IEEE. (2015 – Present).

Nominated for: Tech Titans of the Future - University Level Award, Tech Titians. (November 2021 – 2022).

Nominated for: Best Paper Award, IEEE/ACM International Conference on Utility and Cloud Computing. (November 2022 – November 2022).

Best Student Paper Award, IEEE International Conference on Multimedia and Expo (ICME). (July 2020 – July 2020).

Best Paper Award, IEEE/ACM Symposium on Edge Computing. (November 2019 – November 2019).

Nominated for: CENG Faculty Research Award, UNT CENG. (April 2018 – August 2018).

DOE LANL Summer Faculty Award, DOE LANL. (May 2015 – August 2015).

Service

University Service

Committee Member, Faculty Awards Committee. (October 2023 – Present).

Member, Academic Affairs Fellow (Office of the Provost). (September 2023 – Present).

Committee Member, Tenure-Track Faculty Search Committee, Computer Engineering Subcommittee. (September 2023 – Present).

University Senate Service, Faculty Mentor Committee (Faculty Senate). (June 2023 – Present).

Committee Member, Associate Dean Reappointment Committee. (November 2022 – Present).

Other, CSE Associate Chair for Research. (September 2022 – Present).

Committee Member, Executive Committee. (September 2022 – Present).

Member, Center for Integrated Intelligent Mobility Systems. (January 2022 – Present).

Member, Jim McNatt Institute for Logistics Research. (January 2022 – Present).

Committee Member, UNT Task Force on Cybersecurity Maturity Model Certification (CMMC). (January 2022 – Present).

Committee Member, Computer Engineering Undergraduate Program Committee. (October 2021 – Present).

Committee Member, Computer Engineering Committee. (September 2021 – Present).

Faculty Mentor, Mentor for 6 junior faculty members. (September 2021 – Present).

Committee Member, P&T Promotion to Full Professor Subcommittee. (September 2021 – Present).

Director, UNT Site -- NSF IUCRC Center on Electric, Connected and Autonomous Technologies for Mobility. (June 2021 – Present).

Faculty Advisor, Center for Agile and Adaptive Additive Manufacturing (CAAAM). (February 2021 – Present).

Director, Vehicle and Edge Computing Laboratory. (2021 – Present).

Committee Member, Promotion and Tenure Committee. (September 2016 – Present).

Committee Member, Dissertation committee for 50+ Ph.D. students. (2012 – Present).

Committee Member, Biomedical Engineering Promotion PAC. (August 2023 – December 2023).

Committee Member, BME Chair Reappointment Committee. (November 2022 – May 2023).

Committee Member, College Personnel Affairs Committee (CENG PAC). (November 2022 – May 2023).

Committee Member, Faculty Search Committee. (September 2022 – May 2023).

Committee Member, Research Misconduct Inquiry Committee. (August 2022 – March 2023).

Other, CSE Associate Chair for Research and Operations. (November 2021 – August 2022).

Committee Chair, CSE Chair Search Committee. (November 2021 – June 2022).

Committee Member, Executive Committee. (September 2021 – May 2022).

Member, Faculty Leadership Fellow (Office of the Provost). (September 2021 – May 2022).

Other, CSE Associate Chair for Research and Outreach. (September 2020 – September 2021).

Committee Member, Executive Committee. (September 2020 – August 2021).

Committee Member, Personnel Affairs Committee. (September 2020 – August 2021).

Member, Faculty Senate. (September 2018 – August 2021).

Committee Member, Grade Appeal Committee. (September 2018 – August 2021).

Committee Member, CSE Chair Search Committee. (October 2020 – May 2021).

Committee Chair, Personnel Affairs Committee. (September 2019 – August 2020).

Committee Member, Computer Engineering Committee. (September 2018 – August 2020).

Other, CSE Associate Chair for Computer Engineering. (December 2016 – August 2020).

Committee Member, Graduate Committee. (September 2015 – December 2017).

Committee Chair, Computer Engineering Faculty Search Committee. (September 2016 – August 2017).

Co-Chair, Personnel Affairs Committee. (September 2016 – August 2017).

Committee Member, Systems Faculty Search Committee. (September 2015 – May 2016).

Committee Member, Executive Committee. (September 2013 – August 2015).

Committee Member, Faculty Search Committee. (September 2014 – May 2015).

Professional Service

Program Organizer, UNT-North Texas Innovation Alliance Collaboration Workshop. (December 2023 – Present).

Program Organizer, NSF Cybertraining workshop on Connected and Autonomous Vehicles. (November 2023 – Present).

Program Organizer, The 27th International Conference on the Application of Accelerators in Research and Industry (CAARI), AI-ML in Nuclear Physics. (November 2023 – Present).

Program Organizer, Dallas-Fort Worth University AI Collaboration Symposium. (September 2023 – Present).

Program Organizer, IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST). (June 2023 – Present).

Member, NSF Texoma Logistics Innovation Engine Center. (May 2023 – Present).

Other, NSF eCAT Center for Electric, Connected and Autonomous Technologies. (March 2023 – Present).

Committee Member, Program Committee of ACM HPDC 2023, IEEE CCGrid 2023, IEEE ICDCS 2023, IEEE CloudTech 2024, WF-PST 2024, ICC 2024, ICPADS 2023,. (January 2023 – Present).

Editor, Associate Editor, Multimedia Tools and Applications (Journal). (November 2022 – Present).

Guest Speaker, Center for Agile and Adaptive Additive Manufacturing Summer Camp. (July 2021 – Present).

Member, Southwest Electrical and Computer Engineering Department Heads Association. (September 2020 – Present).

Member, IEEE Signal Processing Society. (May 2020 – Present).

Member, Eta Kappa Nu (HKN) Honor Society. (February 2020 – Present).

Task Force Member, Special Task Force for 6G Mobile Technology. (September 2019 – Present).

Other, REU Summer Program on Vehicular Edge Computing and Security, Denton, Texas. (May 2019 – Present).

Other, IEEE International Performance Computing and Communications Conference (IPCCC). (2017 – Present).

Reviewer, Journal Article, ACM Computing Surveys (CSUR), IEEE Transactions on Parallel and Distributed Systems (TPDS), IEEE Transactions on Computers (TOC), IEEE Transactions on Dependable and Secure Computing (TDSC), IEEE Transactions on Services Computing (TSC), IEEE Transactions on Emerging Topics in Computing (TETC), ACM Transactions on Autonomous and Adaptive Systems (TAAS), Journal of Parallel and Distributed Computing (JPDC) Elsevier, Journal of Systems and Software (JSS) Elsevier, Journal of Future Generation Computer Systems (FGCS) Elsevier, Parallel Processing, Elsevier, Parallel Computing (ParCo) Elsevier, Journal of Applied Mathematics and Computation (AMC) Elsevier, Computer Communications Elsevier, Journal of Supercomputing (JSC) Springer.. (2016 – Present).

Member, The Energy Efficient HPC Working Group (EE HPC WG). (September 2015 – Present).

Editor, Associate Editor, Journal of Computer Science. (2014 – Present).

Editor, Associate Editor, Journal of Advances in Information Sciences and Service Sciences. (2012 – Present).

Editor, Associate Editor, Journal of Communications and Information Sciences. (2012 – Present).

Manager, NSA GenCyber Cybersecurity Program (including Summer Student camps). (January 2023 – June 2024).

Other, The 16th IEEE/ACM International Conference on Utility and Cloud Computing. (December 2022 – December 2023).

Other, UNT GenCyber Academy for middle/high school students. (March 2021 – December 2023).

Reviewer, Grant Proposal, NSF CISE OAC and TIPS panels. (February 2023 – November 2023).

Other, The 42nd IEEE International Performance Computing and Communications Conference (IPCCC). (November 2022 – November 2023).

Committee Member, Program Committee of IEEE/ACM IPDPS 2022, IEEE CCGrid 2022, IEEE ICDCS 2023, IEEE CloudTech 2023, IEEE CCGrid 2023, ACM HPDC 2023. (January 2022 – December 2022).

Reviewer, Grant Proposal, NSF CISE CNS and OAC panels. (February 2022 – November 2022).

Other, The 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC). (November 2021 – November 2022).

Other, IEEE International Conference on Connected and Autonomous Driving, Detroit, Michigan. (October 2021 – May 2022).

Committee Member, Program Committee of IEEE IGCS 2021, IEEE GreenCom 2021, IEEE iThings 2021, IEEE CCGrid 2022, IEEE CloudTech 2021, IEEE MetroCAD 2021. (January 2021 – December 2021).

Other, IEEE International Conference on Cluster Computing 2021. (February 2021 – November 2021).

Other, NSF CISE OAC (Three Panels). (January 2021 – October 2021).

Other, NSF CISE CNS (Two Panels). (March 2021 – September 2021).

Other, IEEE Cloud Summit Conference 2021. (November 2020 – August 2021).

Other, NSF CISE CCF (One Panel). (March 2021 – March 2021).

Reviewer, Grant Proposal, NSF CISE OAC, Washington DC. (January 2021 – January 2021).

Committee Member, Program Committee of IEEE CLOUD 2020, IEEE ICC 2020, IEEE GreenCom 2020, IEEE iThings 2020, IEEE Cloud Summit 2020, IEEE CloudTech 2020, IEEE MetroCAD 2020, IEEE IWCOCO 2020, IEEE HPCC 2020,. (January 2020 – December 2020).

Other, IEEE Cloud Summit Conference 2020. (April 2020 – November 2020).

Reviewer, Grant Proposal, Research Grants Council of Hong Kong. (June 2020 – June 2020).

Reviewer, Grant Proposal, NSF CISE CNS, Washington DC. (April 2020 – April 2020).

Reviewer, Grant Proposal, NSF CISE OAC, Washington DC. (February 2020 – February 2020).

Other, NSF CISE CNS, Washington DC. (2019 – 2019).

Other, NSF CISE OAC, Washington DC. (2019 – 2019).

Committee Member, Program Committee of IEEE/ACM IPDPS 2019, IEEE ICCD 2019, IEEE IGSC 2019, IEEE NAS 2019, IEEE ISM 2019, IEEE CLOUDNET 2019, INTERNET 2019. (January 2019 – December 2019).

Other, NSF CISE CNS. (2018 – 2018).

Other, NSF CISE OAC. (2018 – 2018).

Committee Member, Program Committee of IEEE/ACM IPDPS'18, IEEE ISM'18, IEEE CLOUDNET'18, IEEE NAS'18, IEEE IGSC'18, IEEE IoTPST'18. (January 2018 – December 2018).

Reviewer, Grant Proposal, Research Grants Council of Hong Kong. (2015 – 2018).

Other, Symposium on Frontier in Computing, Arlington, TX. (June 2018).

Other, NSF CISE CNS. (2017 – 2017).

Committee Member, Program Committee of IEEE ISM'17, IEEE SmartCity'17, IEEE CLOUDNET'17, IEEE NAS'17, IEEE ICPADS'17, IEEE GPCDP'17, IEEE ACS'17, IEEE ICCCN'17. (January 2017 – December 2017).

Other, The 26th IEEE International Conference on Computer Communications and Networks (ICCCN). (January 2017 – August 2017).

Other, NSF CAREER. (2016 – 2016).

Other, NSF CISE ACI. (2016 – 2016).

Committee Member, Program Committee of IEEE IGSC'16, IEEE ISM'16, IEEE ICNC'16, IEEE IPCCC'16, IEEE GPCDP'16, IEEE CLOUDNET'16, ICPADS 2016. (January 2016 – December 2016).

Other, The 35th IEEE International Performance Computing and Communications Conference (IPCCC). (February 2016 – November 2016).

Committee Member, Program Committee of IEEE CLOUD'15, IEEE ISM'15, IEEE CLOUDNET'15, IEEE HPCC'15, IEEE Healthcom'15, IEEE Ubi-HealthTech'15, ACM CoCoNet'15, ACM BodyNet'15, CLOUDTECH'15. (January 2015 – December 2015).

Other, The 24th IEEE International Conference on Computer Communications and Networks (ICCCN). (January 2015 – August 2015).

Public Service

Program Organizer, Workshop on Connected and Autonomous Vehicles. (December 1, 2023 – Present).

Manager, REU Summer Internship Program on vehicular edge computing and security, Denton, Texas. (May 2019 – December 2023).

Manager, Cybersecurity Summer Camps for Middle and High School Students. (June 2023 – July 2023).

Program Organizer, UTA-UNT OurCS@DFW for Undergraduate Students. (September 2020 – October 2020).

Track Organizer, Southwest Electrical and Computer Engineering Department Heads Association Meeting, Denton, Texas. (November 2019 – November 2019).

Chairperson, The 1st Workshop on Connected Autonomous Vehicles, Denton, Texas. (August 2019 – August 2019).

Awards and Honors

Outstanding Service Award, The 15th IEEE/ACM International Conference on Utility and Cloud Computing (UCC). (November 2022 – Present).

Outstanding Service Award, The 26th IEEE International Conference on Computer Communications and Networks (ICCCN). (August 2017 – Present).

Service Award, the 35th IEEE International Performance Computing and Communications Conference (IPCCC). (2016 – 2016).