博士，深圳大学计算机与软件学院副教授，领导深圳大学物联网研究中心智能云边计算研究组。主要研究方向包括通过系统资源调度优化人工智能应用的性能，边缘计算，云计算和移动计算。2014年毕业于香港城市大学计算机科学系，2008年毕业于北京邮电大学通信工程专业。主持两项国家自然科学基金项目（面上项目和青年项目），一项省级自然科学基金面上项目。在国际权威期刊和会议上发表论文20余篇，如JSAC, TPDS, TMC, TCC, TVT, TIFS, MWC, INFOCOM等。
招收计算机科学与技术、软件工程、人工智能、计算机技术等专业的硕士生，请感兴趣的同学通过邮件联系我。
教育经历
 计算机系 香港城市大学](/media/icons/brands/cityu.svg){kind=icon}
计算机 博士
通信工程 学士
电信工程学院
北京邮电大学
北京邮电大学
 电气与电子工程学院 南洋理工大学](/media/icons/brands/ntu.svg){kind=icon}
项目
基于强化学习的数据中心网络自适应拥塞控制方法研究 (61802263)
￥250,000
青年项目
国家自然科学基金委
青年项目
国家自然科学基金委
基于强化学习的自适应数据中心网络优化研究
￥50,000
腾讯"犀牛鸟"-深圳大学青年教师科研基金项目
腾讯基金会
腾讯"犀牛鸟"-深圳大学青年教师科研基金项目
腾讯基金会
基于强化学习的自适应网络优化研究 (2019050)
￥60,000
深圳大学新引进教师科研启动项目
深圳大学
深圳大学新引进教师科研启动项目
深圳大学
智能网络传输研究 (860/000002110325)
￥170,000
2019年第1批青年教师科研启动项目
深圳大学
2019年第1批青年教师科研启动项目
深圳大学
下一代数据中心网络自适应拥塞控制方法研究 (827000444)
￥2,700,000
深圳市高层次人才(孔雀计划)科研经费
深圳市人力资源和社会保障局
深圳市高层次人才(孔雀计划)科研经费
深圳市人力资源和社会保障局
代表性成果
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing
Leveraging emerging edge computing and 5G networks, researchers proposed to offload the 3D rendering of interactive multimedia …
Sharing-Aware Task Offloading of Remote Rendering for Interactive Applications in Mobile Edge Computing
Leveraging emerging mobile edge computing and 5G networks, researchers proposed to offload the 3D rendering of interactive applications …
Adaptive Online Decision Method for Initial Congestion Window in 5G Mobile Edge Computing Using Deep Reinforcement Learning
Mobile edge computing provides users with low response time and avoids unnecessary data transmission. Due to the deployment of 5G, the …
Energy Efficiency Enhancement for CNN-based Deep Mobile Sensing
Recently, deep learning has been used to tackle mobile sensing problems, and the inference phase of deep learning is preferred to be …
Data Transfer Scheduling for Maximizing Throughput of Big-Data Computing in Cloud Systems
Many big-data computing applications have been deployed in cloud platforms. These applications normally demand concurrent data …
Supporting Seamless Virtual Machine Migration via Named Data Networking in Cloud Data Center
Virtual machine migration has been touted as one of the crucial technologies in improving data center efficiency, such as reducing …
Transmission-Efficient Clustering Method for Wireless Sensor Networks Using Compressive Sensing
Compressive sensing (CS) can reduce the number of data transmissions and balance the traffic load throughout networks. However, the …
论文
(2022).
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing.
IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 12, pp. 3816-3832, (中科院大类二区, CCF A类期刊).
(2022).
Efficient and Provably Secure Data Selective Sharing and Acquisition in Cloud-Based Systems.
IEEE Transactions on Information Forensics and Security, vol. 18, pp. 71-84, 2023. (中科院大类一区, CCF A 类期刊).
(2022).
ET2FA: A Hybrid Heuristic Algorithm for Deadline-constrained Workflow Scheduling in Cloud.
IEEE Transactions on Services Computing (中科院大类二区, CCF B 类期刊).
(2022).
Towards Robust WiFi Fingerprint-Based Vehicle Tracking in Dynamic Indoor Parking Environments: An Online Learning Framework.
IEEE Transactions on Mobile Computing (中科院大类二区, CCF A 类期刊).
(2022).
Sharing-Aware Task Offloading of Remote Rendering for Interactive Applications in Mobile Edge Computing.
IEEE Transactions on Cloud Computing (中科院大类二区期刊).
(2022).
Blockchain-Based Decentralized Public Auditing for Cloud Storage.
IEEE Transactions on Cloud Computing (中科院大类二区期刊).
(2022).
Cross-Technology Communication for Heterogeneous Wireless Devices through Symbol-Level Energy Modulation.
IEEE Transactions on Mobile Computing (中科院大类二区, CCF A 类期刊).
(2022).
SledZig: Boosting Cross-Technology Coexistence for Low-Power Wireless Devices.
IEEE ICDCS 2022 - 42nd IEEE International Conference on Distributed Computing Systems (CCF B类会议, Acceptance rate:19.9%).
(2022).
Efficient Lane-Level Map Building via Vehicle-Based Crowdsourcing.
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 5, pp. 4049-4062, (中科院大类一区, CCF B类期刊).
(2020).
Adaptive Offloading for Time-Critical Tasks in Heterogeneous Internet of Vehicles.
IEEE Internet of Things Journal, vol. 7, no. 9, pp. 7999-8011, (中科院大类一区期刊).
(2020).
Adaptive Online Decision Method for Initial Congestion Window in 5G Mobile Edge Computing Using Deep Reinforcement Learning.
IEEE Journal on Selected Areas in Communications, vol. 38, no. 2, pp. 389-403, (中科院大类一区, CCF A类期刊).
(2019).
Energy Efficiency Enhancement for CNN-based Deep Mobile Sensing.
IEEE Wireless Communications, vol. 26, no. 3, pp. 161-167, (中科院大类一区期刊).
(2018).
Data Transfer Scheduling for Maximizing Throughput of Big-Data Computing in Cloud Systems.
IEEE Transactions on Cloud Computing, vol. 6, no. 1, pp. 87-98, (中科院大类一区期刊).
(2016).
A Wireless Solution for SDN (Software Defined Networking) in Data Center Networks.
2016 IEEE Global Communications Conference (GLOBECOM).
(2016).
Design of Analytical Model and Algorithm for Optimal Roadside AP Placement in VANETs.
IEEE Transactions on Vehicular Technology, vol. 65, no. 9, pp. 7708-7718 (中科院大类二区期刊).
(2015).
Supporting Seamless Virtual Machine Migration via Named Data Networking in Cloud Data Center.
IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 12, pp. 3485-3497 (中科院小类二区期刊).
(2014).
Enabling Efficient Access Control with Dynamic Policy Updating for Big Data in the Cloud.
IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.
(2014).
Transmission-Efficient Clustering Method for Wireless Sensor Networks Using Compressive Sensing.
IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 3, pp. 806-815, (中科院小类二区期刊).
(2013).
DAC-MACS: Effective Data Access Control for Multiauthority Cloud Storage Systems.
IEEE Transactions on Information Forensics and Security, vol. 8, no. 11, pp. 1790-1801, (中科院小类二区期刊).
(2013).
Energy Saving Virtual Machine Allocation in Cloud Computing.
2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops.
(2013).
Multi-path Routing and Stream Scheduling with Spatial Multiplexing and Interference Cancellation in MIMO Networks.
2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops.
(2011).
Minimum Transmission Data Gathering Trees for Compressive Sensing in Wireless Sensor Networks.
2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.
课程
| 学年学期 | 课程 | 总评分 | 教学测评全校相对排名(TOP) |
|---|---|---|---|
| 2022-2023学年第2学期 | 计算机网络 | 98.39 | 4.84 % |
| 2021-2022学年第2学期 | 计算机网络 | 97.44 | 14.62 % |
| 2020-2021学年第2学期 | 计算机网络 | 96.15 | 11.76 % |
| 2021-2022学年第1学期 | 离散数学 | 97.48 | 10.97 % |
| 2019-2020学年第1学期 | 离散数学 | 93.05 | 16.15 % |
| 2018-2019学年第1学期 | 离散数学 | 92.66 | 14.81 % |
联系方式
- +++@szu.edu.cn, 请将+++三个字符替换成我的姓氏拼音全拼
- 深圳大学, 沧海校区, 致腾楼, 1034办公室,