Conference Papers

  1. Brandon Ismalej, Matthew Smith, Xunfei Jiang. "Machine Learning-based GPU Energy Prediction for Workload Management in Datacenters". IEEE Annual Computing and Communication Workshop and Conference (IEEE CCWC 2025), Las Vegas, Nevada, January 6–8, 2025. (Accepted for publication)
  2. Harold Wang, Xunfei Jiang, and Mahdi Ebrahimi. "Scheduled Sampling for Recursive Multi-Step GPU Temperature Forecasting". The 23rd International Conference on Machine Learning and Applications (ICMLA 2024), Dec 18-20, 2024, Miami, FL, USA, 2024. (Accepted for publication)
  3. Eric Alexander Schmitt, Evan Joseph Zaremba, Neha Ananthavaram, Li Liu, Mario Giraldo, and Xunfei Jiang. "Ecosystem-Based Wildfire Risk Predictionwith Machine Learning". 2024 Symposium for Undergraduate Research in Data Science, Systems, and Security (REU Symposium 2024), Special Session at the 2024 IEEE International Conference on Big Data (IEEE BigData 2024), December 15-18, 2024, Washington DC, USA. (Accepted for publication)
  4. Jonathan Cordova, Xunfei Jiang*, Xudong Jia, Bingbing Li. "3D Vehicle Detection in Roadside Traffic Flow using Complex-YOLO”, The 23rd IEEE International Conference on Machine Learning and Applications (ICMLA 2024), Miami, Florida, U.S.A., December 18-20, 2024. (Accepted for publication)
  5. Jimwell Castillo, Robin Rosculete, Raymond Gharapeti Babayans, Anthony Merzoian, Kaylee Groves, Gisela Calva, Alma Dollente, Xudong Jia, Bingbing Li, Xunfei Jiang. "A Real-Time Traffic Monitoring System based on YOLOv8 for Vehicle Detection and Classification", IEEE International Conference on Green Energy and Smart Systems (IEEE GESS) 2024, Nov 4-5, 2024, Long Beach, CA, USA. (In press)
  6. J. Chua, X.-F. Jiang. "Building a Cloud Infrastructure for Virtual Machine Scheduling in Datacenters", 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC), Jan 8-10, 2024, Las Vegas, NV, USA, pp. 0105-0110, doi: 10.1109/CCWC60891.2024.10427797. (Best Paper in Computer Architecture and VLSI track)
  7. T. V. Tumati, Y. Tian, X.-F. Jiang. "A Soulbound Token Certificate Verification System (SBTCert): Design and Implementation", 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC), Jan 8-10, 2024, Las Vegas, NV, USA, pp. 0345-0350, doi: 10.1109/CCWC60891.2024.10427736.
  8. M. Smith, L. Zhao, J. Cordova, X.-F. Jiang, and M. Ebrahimi. “Machine Learning-based Energy-efficient Workload Management for Data Centers”. 2024 IEEE 21st Consumer Communications & Networking Conference (IEEE CCNC 2024), Las Vegas, NV, USA, 2024, pp. 799-802, doi: 10.1109/CCNC51664.2024.10454842.
  9. David J. Castrejon, Connor Wang, Denys Osmak, Bhumil Kukadiya, Li Liu, Mario Giraldo, Xunfei Jiang. "Machine Learning-based California Wildfire Risk Prediction and Visualization". the 22nd International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA, 2023, pp. 1212-1217, doi: 10.1109/ICMLA58977.2023.00182.
  10. Matthew Smith, Luke Zhao, Jonathan Cordova, Xunfei Jiang, and Mahdi Ebrahimi. "Energy-efficient GPU-intensive Workload Scheduling for Data Centers". 2023 Symposium for Undergraduate Research in Data Science, Systems, and Security (REU Symposium 2023), Special Session at the 22nd International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA, 2023, pp. 1735-1740, doi: 10.1109/ICMLA58977.2023.00263.
  11. Gyeongeun Lee, Xunfei Jiang, Natalie Parde. "A Content-based Skincare Product Recommendation System". the 22nd International Conference on Machine Learning and Applications (ICMLA 2023), Jacksonville, FL, USA, 2023, pp. 2039-2043, doi: 10.1109/ICMLA58977.2023.00308.
  12. Alexander Rose, Icess Nisce, Alondra Gonzalez, Matthew Davis, Brian Uribe, Javier Carranza, Jose Flores, Xudong Jia, Bingbing Li, Xunfei Jiang, "A Cloud-based Real-Time Traffic Monitoring System with Lidar-based Vehicle Detection". 2023 IEEE Green Energy and Smart Systems Conference, November 13-14, 2023, Long Beach, CA, USA.
  13. Nikhil Vepuri and Xunfei Jiang, "Performance Analysis of Virtual Machine Monitoring System". 2023 IEEE Green Energy and Smart Systems Conference, November 13-14, 2023, Long Beach, CA, USA. (Best Paper in Smart System track)
  14. A. Morales-Badajoz, N. Elieh, A. Diederich, E. Sadler, J. Glover, M. Nizampatnam, T. Israel, A. Wang, L. Zhang, A. Besnilian, A. George, J. Miller, X.-F. Jiang, B.-B. Li, “Astro Cultivators: Autonomous Growth System for Space Farming based on Machine Vision and Multi-Sensor Fusion”, Proceedings of Cyber-Physical Systems and Internet of Things Week 2023 (CPS-IoT Week Workshops ’23), San Antonio, Texas USA, May 9-12, 2023.
  15. I. Nisce, X. Jiang and S. P. Vishnu, " Machine Learning based Thermal Prediction for Energy-efficient Cloud Computing," 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2023, pp. 624-627, doi: 10.1109/CCNC51644.2023.10060079.
  16. K. Pham, D. Ward, S. Rubio, D. Shin,L. Zlotikman, S. Ramirez, T. Poplawski, and X.-F. Jiang, " California Wildfire Prediction using Machine Learning", the 21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2022), Bahamas, Dec 12-14, 2022.
  17. R. Wu, Z. Chowdhury, G. V. Sanchez, X. Gao, C. Villa and X. Jiang, "Real-time Vehicle Detection System for Intelligent Transportation using Machine Learning," 2022 IEEE Green Energy and Smart System Systems(IGESSC), 2022, pp. 1-6, doi: 10.1109/IGESSC55810.2022.9955329.
  18. X. Ruan, X. Jiang and H. Chen, " Cached Mapping Table Prefetching for Random Reads in Solid-State Drives," 2021 IEEE International Conference on Networking, Architecture and Storage (NAS), Riverside, CA, USA, 2021, pp. 1-6, doi: 10.1109/NAS51552.2021.9605397.
  19. J. Zhang, T. Shen, W.-L. Wang, X.-F. Jiang, W.-S. Ku, M.-T. Sun, Y.-Y. Chiang, "A VLOS Compliance Solution to Ground/Aerial Parcel Delivery Problem", the 20th IEEE International Conference on Mobile Data Management (IEEE MDM 2019), Hong Kong, China, June 10-13, 2019.
  20. J. Zhang, W.-L. Wang, X.-F. Jiang, W.-S. Ku, and H. Lu, "An MBR-Oriented Approach for Efficient Skyline Query Processing", the 35th IEEE International Conference on Data Engineering (ICDE), Macau SAR, China, April 8-11, 2019.
  21. X.-F. Jiang, T. Baigalmaa, L. Nguyen, D. Akiyoshi, E. Ramthun, N. Parajuli, and C. Peck, "High Performance Cluster Monitoring System", 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Honolulu, HI, USA, 12-15 Nov, 2018.
  22. X.-F. Jiang,Y.-H. Liu, X.-J. Ruan, T. Baigalmaa, L. Nguyen, D. Akiyoshi, and C. Peck, "Energy Modeling of Cluster System", 2018 IEEE International Workshop on Signal Processing Systems (SiPS),Cape Town, South Africa, 21-24 Oct, 2018.
  23. X.-F. Jiang, Y.-B. Zhang, C.-J. Li, D.-R. Zhang, and W.-C. Jiang, "Improvement of Chord Algorithm for P2P IMS Systems", Proc. the 2nd ACSIC Symposium on Frontiers in Computing (SOFC), Dallas, TX, USA, June 1-2, 2018.
  24. X.-F. Jiang, E. Ramthun, P. Tran, and C. Peck, "Energy Efficient Cluster Systems: A Case Study of Energy Consumption with PBS and Hadoop", Proc. the 2nd ACSIC Symposium on Frontiers in Computing (SOFC), Dallas, TX, USA, June 1-2, 2018.[Poster]
  25. J. Zhang, W.-S. Ku, X.-F. Jiang, X. Qin, M.-T. Sun, and H. Lu, "A Framework for Multi-Criteria Optimal Location Selection", Proc. the 23rd ACM International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2015), Seattle, WA, USA, November 3-6, 2015.
  26. M. I. Alghamdi, X.-F. Jiang, X. Qin, J.-F. Zhang, M.-H. Jiang, and M.-K. Qiu, "TOPS: Two-Phase Scheduling for Distributed Real-time Systems", the IEEE Computing, Communications and IT Applications Conference (ComComAp 2014), Beijing, China, October 20-22, 2014.
  27. T. Muzaffar, M. I. Alghamdi, A. Chavan, X.-F. Jiang, X. Qin, J.-F. Zhang, M.-K. Qiu, and M.-H. Jiang, "iTad: I/O Thermal Aware Data Center Model", Proceedings of the 2014 IEEE International Conference on Green Computing and Communications (GreenCom), Washington, DC, USA, September 2014.
  28. J. Zhang, W.-S. Ku, X.-F. Jiang, and X. Qin, "A Spatial Keyword Evaluation Framework for Network-based Spatial Queries", Proc. the 21st ACM International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2013), Orlando, FL, USA, November 5-8, 2013. (Acceptance Rate: 7%, 16/228)
  29. X.-F. Jiang, J. Zhang, M. I. Alghamdi, X. Qin, M.-H. Jiang, J.-F. Zhang, "PEAM: Predictive Energy-Aware Management for Storage Systems", Proc. 8th IEEE International Conference on Networking, Architecture, and Storage (NAS 2013), Xi'an, China, 17-19 July 2013.
  30. J. Zhang, W.-S. Ku, X.-F. Jiang, X. Qin, Y.-L. Hsueh, "Evaluation of Spatial Keyword Queries with Partial Result Support on Spatial Networks", Proc. 14th International Conference on Mobile Data Management(MDM 2013), Milan, Italy, 3-6 June 2013.
  31. A. Chavan, X.-F. Jiang, M. I. Alghamdi, X. Qin,M.-H. Jiang, and J.-F. Zhang, "TIGER: Thermal-Aware File Assignment in Storage Clusters", Proc. the 29th IEEE Symposium on Massive Storage Systems and Technologies (MSST), May 2013. (Acceptance Rate: 27.5%, 30/109)
  32. X.-F. Jiang, M. I. Alghamdi, J. Zhang, M. Al Assaf, X.-J. Ruan, T. Muzaffar, and X. Qin, "Thermal Modeling and Analysis of Storage Systems", Proc. the 31st IEEE International Performance Computing and Communications Conference (IPCCC), 1-3 Dec. 2012. (Acceptance Rate: 27.8%, 32/115)
  33. J. Zhang, X.-F. Jiang, M. I. Alghamdi, M. Al Assaf, Y. Tian, X. Qin, and M, Qiu, "ORCA: An Offloading Framework for I/O-Intensive Applications on Clusters", Proc. the 31st IEEE International Performance Computing and Communications Conference (IPCCC), 1-3 Dec. 2012. (Acceptance Rate: 27.8%, 32/115)
  34. X.-J. Ruan, Z.-L. Zong, M. I. Alghamdi, Y. Tian, X.-F. Jiang, and X. Qin, "Improving Write Performance by Enhancing Internal Parallelism of Solid State Drives", Proc. the 31st IEEE International Performance Computing and Communications Conference (IPCCC), 1-3 Dec. 2012. (Acceptance Rate: 27.8%, 32/115)
  35. Z.-Y. Ding, X.-F. Jiang, S. Yin, X. Qin, K.-H. Chang, X.-J. Ruan, M. I. Alghamdi, and M. Qiu, "Multicore-Enabled Smart Storage for Clusters", Proc. the 2012 IEEE International Conference on Cluster Computing (Cluster 2012), Beijing, China, 24-28 September 2012. (Acceptance Rate: 28.9%)
  36. M. M. Al Assaf, M. I. Alghamdi, X.-F. Jiang, J. Zhang, and X. Qin, "A Pipelining Approach to Informed Prefetching in Distributed Multi-level Storage Systems", Proc. the 2012 11th IEEE International Symposium on Network Computing and Applications (NCA), Cambridge, MA, USA, 23-25 August, 2012.

Journal Papers and Book Chapters

  1. P.-w. Harn, J. Zhang, T. Shen, W.-L. Wang, X.-F. Jiang, W.-S. Ku, M.-T. Sun, Y.-Y. Chiang, "Multiple ground/aerial parcel delivery problem: a Weighted Road Network Voronoi Diagram based approach", Distributed and Parallel Databases, July 12, 2021.
  2. J. Zhang, P.-W. Harn, W.-S. Ku, M.-T. Sun, X. Qin, H. Lu, X.-F. Jiang. An Overlapping Voronoi Diagram-based System for Multi-Criteria Optimal Location Queries, Springer GeoInformatica, 2019.
  3. Mohammed I. Alghamdi, X.-F. Jiang, J. Zhang, X. Qin, and J.-F. Zhang, "Crash Recovery in Real-Time Distributed Editing Systems", Journal of Internet Technology (JIT), Vol. 19, No. 4, pp. 1119-1129, July 2018.
  4. M. M. Al Assaf, X.-F. Jiang, X. Qin, M. R. Abid, M.-K. Qiu, and J.-F. Zhang, "Informed Prefetching for Distributed Multi-Level Storage Systems", Journal of Signal Processing Systems, August, 2017.
  5. Mohammed I. Alghamdi, X.-F. Jiang, J. Zhang, J.-F. Zhang, M.-H. Jiang, and X. Qin, "Towards Two-Phase Scheduling of Real-time Applications in Distributed Systems", Journal of Networking and Computer Application (JNCA), February 2017.
  6. F. Lu, W.-K. Zhang, L.-W. Shao, X.-F. Jiang, P. Xu, and H. Jin, "Scalable Influence Maximization under Independent Cascade Model", Journal of Network and Computer Applications (JNCA), November 2016.
  7. J. Zhang, X.-F. Jiang, W. Ku, and X. Qin, "Efficient Parallel Skyline Evaluation using MapReduce", IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume PP, Issue 99, 2015.
  8. J. Zhang, X.-F. Jiang, X. Qin, W. Ku, and M. I. Alghamdi, "Frog: A Framework for Context-Based File Systems", ACM Transactions on Storage (TOS), Volume 11, Issue 3, July, 2015.
  9. X.-F. Jiang, J. Zhang, X. Qin, M.-H. Jiang, and J.-F. Zhang, "Thermal Modeling and Management of Storage Systems in Data Centers", Handbook on Data Centers (Springer), P915-944, May, 2015.
  10. A. Chavan, M. I. Alghamdi, X.-F. Jiang, J.-F. Zhang, M.-H. Jiang, and M.-K. Qiu, "TIGER-Thermal Aware File Allocation in Storage Clusters", IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume PP, Issue 99, March, 2015.
  11. X.-F. Jiang, M. I. Alghamdi, M. M. Al Assaf, X.-J. Ruan, J. Zhang, M.-K. Qiu, and X. Qin, "Thermal Modeling and Analysis of Cloud Data Storage Systems", Journal of Communications, Special Issue on Cloud and Big Data, Volume 9, No. 4, April 2014.
  12. X.-F. Jiang, M. M. Al Assaf, J. Zhang, M. I. Alghamdi, X.-J. Ruan, T. Muzaffar, and X. Qin, "Thermal modeling of hybrid storage clusters", Journal of Signal Processing Systems, Volume 72, Issue 3, pp 181-196, September 2013.
  13. M. M. Al Assaf, X.-F. Jiang, M. R. Abid, and X. Qin, "Eco-Storage: A Hybrid Storage System with Energy-Efficient Informed Prefetching", Journal of Signal Processing Systems, Volume 72, Issue 3, pp 165-180, September 2013.
  14. C.-B. Chen, X.-F. Jiang, "Research on industry-oriented methods of SVG instance creation", Journal of Wuhan University of Technology, 29(02), 2007.