马汝辉 副研究员
主页：
办公室电话：
办公地点：电信学院3号楼229室
电子邮件：ruhuima@cs.sjtu.edu.cn
实验室： 省部共建国家重点实验室培育基地、上海市可扩展计算与系统重点实验室


研究兴趣
教育背景
工作经验
教授课程
论文发表
项目资助
获奖信息
学术服务


虚拟化，云计算系统，计算机系统与AI融合
2008.9– 2011.11 博士，计算机科学与工程系，上海交通大学，上海


2018.01-至今 副研究员，计算机科学与工程系，上海交通大学，上海
2015.02- 2017.12 助理研究员，计算机科学与工程系，上海交通大学，上海
2013.12 – 2014.11 博士后，计算机学院，麦吉尔大学 （McGill University）, 加拿大
2011.12 – 2015.02 博士后，计算机科学与工程系，上海交通大学，上海

离散数学，数据结构，工程实践（云计算与虚拟化）

1.Hanming Deng, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan. Object Guided External Memory Networkfor Video Object Detection. ICCV 2019 (CCF A).
2.Xufeng He, Yang Hua, Tao Song, Zongpu Zhang, Zhengui Xue, Ruhui Ma, Neil Robertson and Haibing Guan. Unsupervised Video Summarizationwith Attentive Conditional Generative Adversarial Networks. ACM MM 2019 (CCFA).
3.Shuo Wang, Yang Hua, Yunyun Cao, Tao Song, Zhengui Xue,Xiaoping Gong, Guanjie Wang, Ruhui Ma and Haibing Guan. Deep Learning basedFetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images. BIBM2018 (CCF B).
4.Erzhou Zhu, Ruhui Ma. An effective partitional clusteringalgorithm based on new clustering validity index. Applied Soft Computing, 71:608-621, 2018. 交大B类
5.Jianmin Qian, Jian Li, Ruhui Ma, Haibing Guan. OptimizingVirtual Resource Management for Consolidated NUMA Servers. 2018 IEEEInternational Conference on Computer Design (ICCD). （CCF B） (short paper)
6.Jianmin Qian, Jian Li, Ruhui Ma, Haibing Guan. vDARM: DynamicAdaptive Resource Management for Virtualized Multiprocessor Systems. Design,Automation & Test in Europe Conference & Exhibition (DATE), 2019. （CCF B）
7.Zongpu Zhang, Tao Song, Liwei Lin, Yang Hua, Xufeng He,Zhengui Xue, Ruhui Ma, Haibing Guan. Towards Ubiquitous Intelligent Computing:Heterogeneous Distributed Deep Neural Networks. IEEE Trans. On Big Data,Accepted.
8.Zongpu Zhang Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, NeilRobertson, Haibing Guan. Tracking-assisted Weakly Supervised Online VisualObject Segmentation in Unconstrained Videos. ACM MM 2018 (CCF A).
9.Jianmin Qian, Jian Li, Ruhui Ma. Topology‐aware VirtualResource Management for Heterogeneous Multicore Systems. DATE 2018 (CCF B).
10.Tao Song, Jiajun Wang, Jiewei Wu, Ruhui Ma, Alei Liang, Tao Gu, Zhengwei Qi. FastDesk: A RemoteDesktop Virtualization System for Multi-tenant. Future Generation ComputerSystems, 81: 478-491, 2018. 交大 B
11.Tao Song, Yuchen Liu, Yiding Wang, Ruhui Ma, Alei Liang, Zhengwei Qi, Haibing Guan. Ashman: ABandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks.The Computer Journal, 60 (10) :1498-1509，2017. CCF B
12.Jian Li, Shuai Xue, Wang Zhang, Ruhui Ma, Zhengwei Qi, HaibingGuan. When I/O Interrupt Becomes System Bottleneck: Efficiency andScalability Enhancement for SR-IOV Network Virtualization, IEEE Transactions onCloud Computing, DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TCC.2017.**.
13.Xiaokang Hu, Wang Zhang, Jian Li, Ruhui Ma, Feng Wu, Haibing Guan. ES2: Aiming at an Optimal VirtualI/O Event Path. The 46th International Conference on Parallel Processing, 2017.CCF B
14.Fanfu Zhou, Zhengwei Qi, Jianguo Yao, Ruhui Ma, Bin Wang, Athanasios V. Vasilakos, Haibing Guan. D2FL:Design and Implementation of Distributed Dynamic Fault Localization, IEEETransactions on Dependable and Secure Computing, DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TDSC.2016.**. CCF A
15.Bin Wang, Ruhui Ma,Zhengwei Qi, Jianguo Yao, Haibing Guan. A User Mode CPU-GPU SchedulingFramework for Hybrid Workloads, Future Generation Computer Systems, 63: 25-36,2016. 交大 B
16.Fanfu Zhou, Ruhui Ma,Jian Li, Lixia Chen, Weidong Qiu, Haibing Guan. Optimizations for HighPerformance Network Virtualization, Journal of Computer Science &Technology, 31(1): 107-116,2016. CCF B
17.Zhengwei Qi, Chengcheng Xiang, Ruhui Ma, Jian Li, Haibing Guan and David S. L. Wei. ForenVisor: ATool for Acquiring and Preserving Reliable Data in Cloud Live Forensics，IEEE Transactionson Cloud Computing, 5(3): 443-456, 2017.
18.Jian Li, Ruhui Ma,HaiBing Guan, David S. L. Wei vINT: Hardware-Assisted Virtual InterruptRemapping for SMP VM with Scheduling Awareness”, 2015 IEEE 7th InternationalConference on Cloud Computing Technology and Science (CloudCom).
19.Bin Wang, Zhengwei Qi, RuhuiMa, Haibing Guan, Athanasios V. Vasilakos. A survey on data centernetworking for cloud computing. Computer Networks, 91 (2015): 528–547. CCF B
20. Ruhui Ma, Jian Li, Haibing Guan,Mingyuan Xia, Xue Liu. EnDAS: Efficient Encrypted Data Search as a Mobile CloudService. IEEE Transactions on Emerging Topics in Computing, 3(3): 372-383,2015.
21. Ruhui Ma, Jian Li, Haibing Guan,Bin Wang and David S. L. Wei. WaSCO: A Hybrid Enterprise Desktop Wake-up SystemBased on Cloud Infrastructure. IEEE Access, 3(2015): 2000-2013.
22. Ruhui Ma, Jian Li, Liwei Lin andHaibing Guan. DaSS: Dynamic Time Slice Scheduler for Virtual Machine Monitor.ICA3PP 2015. CCF C
23.Haibing Guan, Ruhui Ma,Jian Li. Workload-Aware Credit Scheduler for Improving Network I/O Performancein Virtualization Environment. IEEE Transactions on Cloud Computing, 2(2):130-142, 2014.
24.Jian Li, Ruhui Ma,Haibing Guan, David Wei. Accurate CPU Proportional Share and Predictable I/OResponsiveness for Virtual Machine Monitor: A Case Study in Xen. IEEETransactions on Cloud Computing, 5(4): 604-616, 2017.
25.Jian Li, Ruhui Ma,Haibing Guan. TEES: An Efficient Search Scheme over Encrypted Data on MobileCloud. IEEE Transactions on Cloud Computing, 5(1): 126-139, 2015.
26. Ruhui Ma, Wei Ye, Alei Liang,Haibing Guan, Jian Li，Cache isolation for virtualization of mixed general-purpose andreal-time systems，Journal of Systems Architecture,59(10): 1405–1413, 2013. CCF B
27. Ruhui Ma, Fanfu Zhou, Erzhou Zhu,Haibing Guan，Performance Tuning Towards a KVM-based Embedded Real-timeVirtualization System，Journal of Information Scienceand Engineering, 29(5):1021-1035, 2013.
28. Ruhui Ma, Haibing Guan, ErzhouZhu, Hongbo Yang, Yindong Yang. Alei Liang. Partitioning the Conventional DBTSystem for Multiprocessors. Journal of Computer Science & Technology, 2011,26 (3): 474-490. CCF B
29. Ruhui Ma, Haibing Guan, ErzhouZhu, Yongqiang Gao, Alei Liang. Code Cache Management based on Working Set inDynamic binary translator. Computer Science and Information Systems, 2011,8(3): 653-671.
30.Haibing Guan, Ruhui Ma,Hongbo Yang, Yindong Yang, Liang Liu, Ying Chen. MTCrossBit: A Dynamic BinaryTranslation System based on Multithreaded Optimization. Science of China F:Information Science, 2011, 54(10): 2064-2078. ，CCF B
31.Zhiqiang Huang, RuhuiMa, Jian Li, Zhibo Chang, Haibing Guan，Adaptive and Scalable Optimization for HighPerformance SR-IOV，2012 IEEE INTERNATIONAL CONFERENCEON CLUSTER COMPUTING (CLUSTER)，2012-09-24，Beijing, China.，CCF C
32.Erzhou Zhu, Ruhui Ma,Yang Hou, Yindong Yang, Feng Liu, Haibing Guan: Two-phase execution of binaryapplications on CPU/GPU machines. Computers & Electrical Engineering 40(5):1567-1579 (2014)
33.Bo Liu, Zhengwei Qi, Bin Wang, Ruhui Ma: Pinso: Precise Isolation of Concurrency Bugs via DeltaTriaging. 2014 IEEE International Conference on Software Maintenance andEvolution (ICSME), 2014.09.29, Victoria, British Columbia, Canada. CCF B
34.Haibing Guan, Yaozu Dong, Ruhui Ma, Dongxiao Xu, Yang Zhang, Jian Li，PerformanceEnhancement for Network I/O Virtualization with Efficient Interrupt Coalescingand Virtual Receive-Side Scaling，IEEE Transactions onParallel and Distributed Systems, 24(6):1118-1128, 2013. CCF A



1.国家自然科学基金面上项目, 基于可控中断计算和高效全局资源亲和性的网络I/O虚拟化方法研究,课题编号: **,2019.01-2022.12,主持,在研


2.国家自然科学基金-青年基金，基于虚拟化技术的嵌入式系统研究，课题编号：**，2013.01-2015.12，主持，在研
3. 国家博士后面上项目，基于虚拟化技术的嵌入式系统基础理论与方法研究，课题编号：2012M511096，2012.02-2014.01，主持，结题

1. 上海市技术发明一等奖（7/7）
2. 江苏省科技进步三等奖（8/8）
3. SJTU Faculty-Reserved Postdoc Program 2013-2014 (上海交通大学师资博士后储备项目)
4.IBM PhD Fellowship 2009-2010 (IBM 博士英才计划)

IEEE Transactions on Cloud Computing,
Future Generation Computer Systems,
Computer Languages, Systems and Structures
等期刊审稿人