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  • PhD Thesis:

​Minxian Xu，Brownout-Oriented and Energy Efficient Management of Cloud Data Centers (November 2018). pdf

IEEE TCSC Outstanding PhD Dissertation Award 2019

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  • Journals:

  1. [CSUR] Minxian Xu, Rajkumar Buyya, Brownout Approach for Adaptive Management of Resources and Applications in Cloud Computing System: A Taxonomy and Future Directions, ACM Computing Surveys (CSUR), Vol.51, Issue 4, pp. 1-27, Jan 2019. (Q1, IF:16.6) pdf

  2. [CSUR] Z. Zhong, M. Xu*, MA Rodriguez, C. Xu, R. Buyya, Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions, ACM Computing Surveys (CSUR), Vol 54, Issue 10, pp. 1-35, 2022 (Q1, IF:16.6) 

  3. [CSUR] Weiwei Lin, Chennian Xiong, Wentai Wu, Fang Shi, Keqin Li, Minxian Xu, Performance Interference of Virtual Machines: A Survey, ACM Computing Sruveys, 2022 (Q1, IF:16.6)   pdf

  4. [TMC] Junhui Du, Minxian Xu, Rajkumar Buyya, Huaming Wu, Computation Energy Efficiency Maximization for NOMA-Based and Wireless-Powered Mobile Edge Computing with Backscatter Communication, IEEE Transactions on Mobile Computing (TMC), 2023 (CCF A) pdf

  5. [TSC] Shuhui Chu, Chengxi Gao, Minxian Xu, Kejiang Ye, Zhu Xiao, Chengzhong Xu, Efficient Multi-Task Computation Offloading Game for Mobile Edge Computing, IEEE Transactions on Service Computing (TSC), 2023 (CCF A), accepted.

  6. [TAAS] Linfeng Wen, Minxian Xu*, Sukhpal Singh Gill, Hilman Muhammad, Satish Srirama, Kejiang Ye, Chengzhong Xu, StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications, ACM Transactions on Autonomous and Adaptive Systems (TAAS), major revision, 2024.

  7. [TOIT] Minxian Xu, Chenghao Song, Huaming Wu, Sukhpal Singh Gill, Kejiang Ye, Chengzhong Xu, esDNN: An Efficient Approach for Multivariate Workload Prediction in Cloud Computing Environments, ACM Transactions on Internet Technology (TOIT), Vol. 22, Issue 3, pp. 1-24, 2022  (CCF B) pdf

  8. [TSUSC] Minxian Xu, Adel Nadjaran Toosi, Rajkumar Buyya, A Self-adaptive Approach for Managing Applications and Harnessing Renewable Energy for Sustainable Cloud Computing, IEEE Transactions on Sustainable Computing (T-SUSC), Vol. 6, Issue 4, pp. 544-558, Oct-Dec 2021. (Q1, IF: 4.9) pdf

  9. [TSUSC] Minxian Xu, Adel Nadjaran Toosi, Rajkumar Buyya, iBrownout: An Integrated Approach for Managing Energy and Brownout in Container-based Clouds, IEEE Transactions on Sustainable Computing (T-SUSC),  Vol. 4, Issue 1, pp. 53-66, Jan-Mar 2019. (Q1, IF:4.9) pdf

  10. [TSUSC] Minxian Xu, Amir Vahid Dastjerdi, Rajkumar Buyya, Energy Efficient Scheduling of Cloud Application Components with Brownout, IEEE Transactions on Sustainable Computing (T-SUSC), Vol. 1, Issue 2, pp.40-53, Dec 2016. (Q1, IF:4.9) pdf

  11. [TNSM] Minxian Xu, Chenghao Song, Shashikant Ilager, Sukhpal Singh Gill, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu, CoScal: Multi-faceted Scaling of Microservices with Reinforcement Learning, IEEE Transactions on Network and Service Management (TNSM), Vol.  19, Issue 4, pp. 3395-4009, 2022. (Q1) pdf

  12. [TSUSC] Junhui Du, Minxian Xu, Sukhpal Gill Singh, Huaming Wu, Computation Energy Efficiency Maximization for Intelligent Reflective Surface-Aided Wireless Powered Mobile Edge Computing, IEEE Transactions on Sustainable Computing (T-SUSC), 2023 (Q1: IF:4.9) pdf

  13. [TSUSC] Muhammed Golec, Sukhpal Singh Gill, Felix Cuadrado, Ajith Kumar Parlikad, Minxian Xu,Huaming Wu,Steve Uhlig​, ATOM: AI-powered Sustainable Resource Management for Serverless Edge Computing Environments, IEEE Transactions on Sustainable Computing (T-SUSC), 2023. pdf

  14. [TGCN] Min Xue, Huaming Wu, Ruidong Li, Minxian Xu, Pengfei Jiao, EoSDNN: An Efficient Offloading Scheme for DNN Inference Acceleration in Local-Edge-Cloud Collaborative Environments, IEEE Transactions on Green Communications and Network (TGCN), Vol. 6, Issue 1, 2022. (Q1, IF:4.8)  pdf

  15. [TCC] Chengxi Gao, Shuhui Chu, Hong Xu, Minxian Xu, Kejiang Ye, Chengzhong Xu, Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks, IEEE Transactions on Cloud Computing (TCC), 2021 (Q1, IF:4.7) pdf

  16. [TASE] Wenhong Tian, Yong Zhao, Minxian Xu, et al., A Toolkit for Modeling and Simulation of Real-time Virtual Machine Allocation in a Cloud Data Center, IEEE Transactions on Automation and Science Engineering (T-ASE), Vol. 12, No.1, pp. 153-161, Jan 2015. (Q1, CCF B, IF:4.93) pdf

  17. [TCE] Jitendra Samriya, Surendra Kumar, Mohit Kumar, Minxian Xu, Huaming Wu, Sukhpal Singh Gill,Blockchain and Reinforcement Neural Network for Trusted Cloud-enabled IoT Network, IEEE Transactions on Consumer Electronics (TCE), 2023 (Q1). pdf

  18. [TICPS] Lei Tian, Huaming Wu, Pengfei Jiao, Minxian Xu, Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural Network for Cyber-Physical Systems, IEEE Transactions on Industrial Cyber-Physical Systems (TICPS), major revision, 2024.

  19. [IOT] Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer Rana, Ivona Brandic, Steve Uhlig. AI for Next Generation Computing Systems: New Trends and Future Directions. Internet of Things (IoT), Vol. 18, 2022 pdf（ESI Highly Cited Ppaer）

  20. [IOTJ] Huaming Wu, Katinka Wolter, Pengfei Jiao, Yingjun Deng, Yubin Zhao, Minxian Xu, EEDTO: An Energy-Efficient Dynamic Task Offloading Algorithm for Blockchain-Enabled IoT-Edge-Cloud Orchestrated Computing, IEEE Internet of Things Journal (IoT-J), Vol. 9, Issue 4, 2163-2176, 2021 (Q1, IF:9.9) pdf （ESI Highly Cited Ppaer）

  21. [SPE] Minxian Xu, Lei Yang, Yang Wang, Chengxi Gao, Linfeng Wen, Guoyao Xu, Liping Zhang, Kejiang Ye, Chengzhong Xu, Practice of Alibaba Cloud on Elastic Resource Provisioning for Large-scale Microservices Cluster, Software: Practice and Experience (SPE), 2023 (CCF B) pdf

  22. [SPE] Minxian Xu, Qiheng Zhou, Huaming Wu, Weiwei Lin, Kejiang Ye, Chengzhong Xu, PDMA: Probabilistic Service Migration Approach for Delay-aware and Mobility-aware Mobile Edge Computing, Software: Practice and Experience (SPE), Vol. 52m Issue 2, pp.394-414, July 2021 (CCF B) pdf

  23. [JPDC] Minxian Xu, Rajkumar Buyya, Managing Renewable Energy and Carbon Footprint in Multi-cloud Computing Environments, Journal of Parallel and Distributed Computing (JPDC), Vol. 135, pp. 191-202, 2020. (CCF B) pdf

  24. ​[JSS] Minxian Xu, Rajkumar Buyya, BrownoutCon: A software System based on Brownout and Containers for Energy-Efficient Cloud Computing, Journal of Systems and Software (JSS), Vol.155, pp. 91-103, September 2019. (Q1, CCF B) pdf

  25. [JCST] Wenhong Tian, Minxian Xu*, Guangyao Zhou, Kui Wu, Chengzhong Xu, Rajkumar Buyya, Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center, Journal of Computer Science & Technology (JCST),2023. (CCF B) pdf

  26. [CCPE] Minxian Xu, Wenhong Tian, Rajkumar Buyya, A Survey on Load Balancing Algorithmsfor Virtual Machines Placement in Cloud Computing, Concurrency andComputation: Practice and Experience (CCPE), Vol 29, Issue 12,  June 2017. (CCF C, citations: 200+) pdf

  27. [IOT] Shengsheng Lin, Weiwei Lin, Keyi Wu, Songbo Wang, Minxian Xu, James Z. Wang, Cocv: A Compression Algorithm for Time-Series Data with Continuous Constant Values in IoT-based Monitoring Systems, Internet of Things, 2024 pdf

  28. [IOT] Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song, Minxian Xu, Mohammad Sadegh Aslanpour, Adel N Toosi, Junhui Du, Huaming Wu, Shreya Ghosh, Deepraj Chowdhury, Muhammed Golec, Mohit Kumar, Ahmed M Abdelmoniem, Felix Cuadrado, Blesson Varghese, Omer Rana, Schahram Dustdar, Steve Uhlig, AI-based fog and edge computing: A systematic review, taxonomy and future directions, Internet of Things (IoT), Vol. 21, 2023 (Q1, IF:5.7) pdf

  29. [IOT] Sundas Iftikhar, Mirza Mohammad Mufleh Ahmad, Shreshth Tuli, Deepraj Chowdhury, Minxian Xu, Sukhpal Singh Gill, Steve Uhlig, HunterPlus: AI based energy-efficient task scheduling for cloud-fog computing environments, Internet of Things (IoT), 2022 (Q1, IF:5.7) pdf

  30. [S&S] Nan Li, Minxian Xu, Qimeng Li, Jikui Liu, Shudi Bao, Ye Li, Jianzhong Li, Hairong Zheng, A Review on Security Issues and Solutions for Precision Health in Internet-of-Medical-Things Systems, Security and Safety, 2022. pdf

  31. [IJCS] Sayyid Shahab Nabavi, Sukhpal Singh Gill, Minxian Xu, Mohammad Masdari, Peter Garraghan, TRACTOR: Traffic-aware and Power-efficient Virtual Machine Placement in Edge-Cloud Data Centers Using Artificial Bee Colony Optimization, International Journal of Communication Systems (IJCS), Vol. 35, Issue 1, 2022 pdf

  32. [IJIS] Hongping Zhan, Weiwei Lin, Feiqiao Miao, Minxian Xu, Guangxin Wu, Guokai Wu, Jianzhuo Li, BenchSubset: a framework for selecting benchmark subsets based on consensus clustering, International Journal of Intelligent Systems (IJIS), Vol. 37, Issue 8, 2022 (Q1, IF: 8.709) pdf

  33. [FGCS] Yongde Zhang, Fagui Liu, Bin Wang, Weiwei Lin, Guoxiang Zhong, Minxian Xu, Keqin Li, A Multi-output Prediction Model for Physical Machine Resource Usage in Cloud Data Centers, Future Generation Computer Systems (FGCS), Vol. 130, 2022 (Q1, IF: 7.187) pdf

  34. [JSS] Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu, Peter Garraghan, Rami Bahsoon, Scharam Dustdar, Rizos Sakellariou, Omer Rana, Rajkumar Buyya, Giuliano Casale, Nicholas R. Jennings, HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing, Journal of Systems and Software (JSS)，Vol. 184, Issue C, 2021. (CCF B) pdf   

  35. [GRID] Muhammed Golec, Sukhpal Singh Gill, Mustafa Golec, Minxian Xu, Soumya K. Ghosh, Salil S. Kanhere, Omer Rana, Steve Uhlig, BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications, Journal of Grid Computing, 2023. (Q1, IF: 5.5).  pdf

  36. [CCPE] Juanjuan Zhao, Jiexia Ye, Minxian Xu*, Chengzhong Xu, Practical Model with Strong Interpretability and Predictability: An Explanatory Model for Individuals' Destination Prediction Considering Personal and Crowd Travel Behavior, Concurrency and Computation: Practice and Experience (CCPE), e6151, 2020, (CCF C) pdf

  37. [IOTJ] Huaming Wu, Ziru Zhang, Chang Guan, Katinka Wolter, Minxian Xu, Collaborate Edge and Cloud Computing with Distributed Deep Learning for Smart City Internet of Things, IEEE Internet of Things Journal (IoT-J), Vol. 7 Issue 9, pp.8099-8110, 2020. (Q1, IF:9.9 ) pdf

  38. [IOT] Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan., Transformative Effects of IoT, Blockchain and Artificial Intelligence on Cloud Computing: Evolution, Vision, Trends and Open Challenges, Internet of Things (IOT), Vol. 8, Dec 2019. （Q1, IF:5.7） pdf

  39. [SMPT] Wenhong Tian, Minxian Xu, et al., Open-Source Simulators for Cloud Computing: Comparative Study and Challenging Issues , Simulation Modeling Practice and Theory (SMPT), Vol. 58, pp. 239-254, May 2015.  pdf

  40. [CMES] Huabin Wang, Weiwei Lin, Ruichao Mo, Yuping Chen, Minxian Xu, Bo Liu, Pedestrian and Vehicle Detection based on Pruning Yolov4 with Cloud-Edge Collaboration, Computer Modeling in Engineering & Sciences (CMES), 2023 (Q2). pdf

  41. [IOTCS] Sukhpal Singh Gill, Minxian Xu, Panos Patros, Huaming Wu, Rupinder Kaur, Kamalpreet Kaur, Stephanie Fuller, Manmeet Singh, Priyansh Arora, Ajith Kumar Parlikad, Vlado Stankovski, Ajith Abraham, Soumya K Ghosh, Hanan Lutfiyya, Salil S Kanhere, Rami Bahsoon, Omer Rana, Schahram Dustdar, Rizos Sakellariou, Steve Uhlig, Rajkumar Buyya​, Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots, Internet of Things and Cyber-Physical Systems, 2023. pdf

  42. [IOTCPS] Eric Bragion, Habiba Akter, Mohit Kumar, Minxian Xu*, Ahmed M. Abdelmoniem, Sukhpal Singh Gill*, Fortaleza: The emergence of a network hub, Internet of Things and Cyber-Physical Systems, 2023. pdf

  43. [IOTCPS] Sayyidshahab Nabavia, Linfeng Wen, Sukhpal Singh Gill, Minxian Xu, Seagull optimization algorithm based multi-objective VM placement in edge-cloud data centers, Internet of Things and Cyber-Physical Systems, 2023. pdf

  44. Muhammed Golec, Mustafa Golec, Minxian Xu, Huaming Wu, Sukhpal Singh Gill, Steve Uhlig, PRICELESS: Privacy enhanced AI‐driven scalable framework for IoT applications in serverless edge computing environments, Internet Technology Letters, 2024. 

  45. [JICS] Minxian Xu, Wenhong Tian, An Online Load Balancing Algorithm for Cloud Data Centers Considering Real-time Virtual Machine Allocation with Fixed Process Intervals, Journal of Information and Computational Science, Vol. 11, Issue 3, pp. 989-1001, Feb 2014. pdf 

  46. [ChinaCom] Wenhong Tian, Yong Zhao, Yuanliang Zhong, Minxian Xu, Chen Jing, Dynamic and Integrated Load-balancing Scheduling Algorithm for Cloud Data Center, China Communications, vol. 6, pp. 117-126, Oct 2011. pdf 

  47. [Education] Minxian Xu, Jianglin Huang, Chen Xin, Wenhong  Tian, The Cultivation of the Cultivation of International Innovative Talents——Analysis from Students’ View, Computer Education, Vol. 10, pp. 4-10, 2010. pdf

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  • Conferences:

  1. [ICSOC] Chenghao Song, Minxian Xu*, Kejiang Ye, Huaming Wu, Sukhpal Singh Gill, Rajkumar Buyya, Chengzhong Xu, ChainsFormer: A Chain Latency-aware Resource Provisioning Approach for Microservices Cluster, In the Proceedings of International Conference on Service Oriented Computing (ICSOC 2023), Nov 2023. (CCF B, acceptance rate=17%) pdf

  2. [ICSOC] Minxian Xu, Adel N. Toosi, Behrooz Bahrani, Reza Razzaghi and Martin Singh, Optimized Renewable Energy Use in Green Cloud Data Centers, In the Proceedings of International Conference on Service Oriented Computing (ICSOC 2019), pp. 314-330, Oct 2019. (CCF B, acceptance rate=15%) pdf

  3. [ICSOC] Minxian Xu, Rajkumar Buyya, Energy Efficient Scheduling of Application Components via Brownout and Approximate Markov Decision Process, In the Proceedings of International Conference on Service Oriented Computing (ICSOC 2017), pp.206-220, Nov 2017. (CCF B, acceptance rate=17%) pdf

  4. [CCGIRD] Qiheng Zhou, Minxian Xu*, Sukhpal Singh Gill, Chengxi Gao, Wenhong Tian, Chengzhong Xu and Rajkumar Buyya, Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations, In the Proceedings of the 20th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2020), pp. 489-498, May 11-14, Melbourne, Victoria, Australia, 2020. (CCF C) pdf

  5. [CollaborateCom] Lingxiao Xu, Minxian Xu*, Richard Semmes, Hui Li, Hong Mu, Shuangquan Gui, Wenhong Tian*, Kui Wu, Rajkumar Buyya, A Reinforcement Learning based Approach to Identify Resource Bottlenecks for Multiple Services Interactions in Cloud Computing Environments, In the Proceedings of the 16th International Conference on Collaborative Computing (CollaborateCom 2020), pp. 58-74, October 16-18, Shanghai, China, 2020. (CCF C) pdf

  6. [ICC] Wenhong Tian, Minxian Xu, Yu Chen, Yong Zhao, Prepartition: A New Paradigm for Load Balance of Virtual Machine Reservations in Cloud Data Centers, IEEE International Conference on Communications (ICC), pp. 4017-4022, June 2014. (CCF C) pdf  

  7. [SmartData] Xiang Li, Linfeng Wen, Minxian Xu*, Kejiang Ye, A Interference-aware Approach for Co-located Containers Orchestration with Novel Metric, In Proceedings of the 9th IEEE International Conference on Smart Data (SmartData 2023), 2023. pdf

  8. [CloudCom-Asia] Minxian Xu, Wenhong Tian, Yu Chen, et al., FlexCloud: A Flexible and Extendible Simulator for Performance Evaluation of Virtual Machine Allocation,  IEEE International Conference on Smart City/SocialCom/SustainCom (CloudCom-Asia), pp. 649-655, Dec 2015.  pdf

  9.  [FAW-AAIM)] Xianrong Liu, Wenhong Tian, Minxian Xu, Qin Xiong, A Cost-Efficient Scheduling Algorithm for Traffic Grooming, Frontiers in Algorithmics and Algorithmic Aspects in Information and Management (FAW-AAIM), pp. 241-249, Dalian, China, June 26-28 2013. pdf

  10. [CLOUDCOM-ASIA)] Wenhong Tian, Jun Cao, Xinyang Wang, Minxian Xu, An Efficient Method for Maximizing Total Weights in Virtual Machines Allocation, International Conference on Cloud Computing and Big Data (CLOUDCOM-ASIA), pp. 470-473, Dec 2013. pdf

  11.  [CCIS] Minxian Xu, Wenhong Tian, An Online-Load Balancing Scheduling Algorithm for Cloud Data Centers Considering Real-Time Multi-Dimensional Resource, IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS), pp. 264-268, Oct 2012. pdf

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  • Book Chapters：

  1. Tiannan Gao, Minxian Xu*, Cost Control and Efficiency Optimization in Maintainability Implementation of Wireless Sensor Networks based on Serverless Computing, Serverless Computing: Principles and Paradigms, R. Krishnamurthi, A. Kumar, S. S. Gill, and R. Buyya (eds), Springer, USA (in press), 2023. pdf

  2. Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu, and Rajkumar Buyya, Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions, Mobile Edge Computing (MEC), A. Mukherjee, D. De, S. K. Ghosh, and R. Buyya (eds), Springer, USA (in press), 2020. pdf

  3. Minxian Xu, Oline Load Balancing Scheduling (Chapter 5), pp. 120-138, in book: Data Center Resource Optimization Scheduling, Wenhong Tian and Yong Zhao (in Chinese).       

  4. Mousumi Hota, Ahmed M. Abdelmoniem, Minxian Xu, Sukhpal Singh Gill, Leveraging Cloud-Native Microservices Architecture for High Performance Real-Time Intra-Day Trading, 6G Enabled Fog Computing in IoT, A Tutorial, M. Kumar et al. (eds.), Springer Nature, Switzerland (in press), 2023. 

  5. Sanskar Tewatia, Ankit Anil Patel, Ahmed M. Abdelmoniem, Minxian Xu, Kamalpreet Kaur, Mohit Kumar, Deepraj Chowdhury, Adarsh Kumar, Manmeet Singh, Sukhpal Singh Gill, GPU Based AI for Modern E-Commerce Applications: Performance Evaluation, Analysis and Future Directions, 6G Enabled Fog Computing in IoT, A Tutorial, M. Kumar et al. (eds.), Springer Nature, Switzerland (in press), 2023.

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  • Technical Report：

  1. Yongkang Dang, Minxian Xu*, Kejiang Ye, Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions, Arxiv, 2023 pdf

​

  • Patents：

  1. M. Xu, Q. Zhou, C. Gao, K. Ye, C. Xu, J. Zhang. 移动边缘计算的服务调度方法、系统、终端以及存储介质[发明]，ZL202011418858.1, 2023

  2. M. Xu, H. Bai, L. Wen, K. Ye, C. Xu,一种微服务调度方法、装置、计算机设备及存储介质[发明], CN202311739306.4

  3. M. Xu;S. Song, K. Ye, R. Gao,C. Xu,在离线应用干扰消除方法、装置、计算机设备及存储介质[发明], CN202311660743.7

  4. M. Xu, C. Yu, K. Ye, C. Xu. 一种云数据中心减碳排方法、系统、终端以及存储介质[发明]，CN202110866162.3, 2021

  5. M. Xu, Q. Zhou, J. Zhao, K. Ye, C. Xu.一种云计算资源调度方法、系统、终端以及存储介质​[发明]，CN202110834069.4, 2021

  6. M.Xu, C. Song, C. Gao, K. Ye, C. Xu. 云服务器集群负载调度方法、系统、终端以及存储介质[PCT/发明]，PCT/CN2021/104298, 2021

  7. M. Xu, C. Song, T. Meng, K. Ye, C. Xu. 一种云服务器集群负载预测方法、系统、终端以及存储介质[发明]，CN202110523933.9, 2021

  8. M. Xu, C. Song, K. Ye, C. Xu. 一种基于容器管制的云数据中心节能方法及系统[PCT/发明]，PCT/CN2020/139676, 2020 

  9. M. Xu, C. Song, C. Xu. 一种负载控制方法、装置、计算机设备及存储介质[PCT/发明]，PCT/CN2020/129285, 2020

  10. K. Hu, M. Xu, K. Ye, Y. Wang, C. Xu. 一种云服务器微服务调度方法及系统​[发明]，CN202310983497.2

  11. L. Wen, M. Xu, K. Ye, C. Xu. 一种云服务器资源管理的弹性伸缩方法及系统​[发明]，CN202310920219.2

  12. J. Zhao, X. Huang, M. Xu, X. Gao, K. Ye, C. Xu. 一种交通数据补全方法、系统、终端以及存储介质[发明], CN202111198114.8, 2021 

  13. K. Ye, R. Gao, M. Xu, C. Xu,基于性能指标的干扰异常检测方法、装置、设备及介质[发明], CN202311443882.4

  14. C Gao, S. Chu, C. Xu, T. Meng, M. Xu. 数据中心网络的阻塞控制与调度融合方法及终端设备[发明], CN201911306009.4, 2019 

  15. W. Tian, G, Li, M. Xu. 一种最大化虚拟机利润的调度方法与装置[发明]，CN2015107407812， 2015

  16. W. Tian, Y. Jiang, M. Xu. 一种Hadoop集群的在线最小化总完工时间的调度方法和装置[发明]，CN2014106357686， 2014

  17. W. Tian, M. Xu. 一种基于虚拟机预分割的负载均衡方法和装置[发明], CN2014101886363, 2014​​

 
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