Zhuzhong Qian
PhD, Professor
State Key Laboratory of Novel Software Technology
Department of Computer Science and Technology
Nanjing University,
P.R.China
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Zhuzhong Qian PhD, Professor |
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Dr. Qian received Ph.D. degree in computer science from Nanjing University (NJU) in 2007. He is currently a full professor in the department of computer science and technology, Nanjing University. He is also a research fellow of the State Key Laboratory for Novel Software Technology.
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My current research interests include but not limit to:
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Journal paper: [J.33] Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Jidong Ge and Sanglu Lu. LOCUS: User-perceived Delay-aware Service Placement and User Allocation in MEC Environment. IEEE Transactions on Parallel and Distributed Systems (TPDS 2022), vol. 33(7), 2022: 1581-1592. [J.32] Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang and Sanglu Lu. Budget-Aware Online Control of Edge Federated Learning on Streaming Data with Stochastic Inputs. IEEE Journal on Selected Areas in Communications (JSAC 2021), vol. 39(12), 2021: 1-19. [J.31] Sheng Zhang, Can Wang, Yibo Jin, Jie Wu, Zhuzhong Qian, Mingjun Xiao and Sanglu Lu. Adaptive Configuration Selection and Bandwidth Allocation for Edge-based Video Analytics. IEEE/ACM Transactions on Networking (ToN 2021), vol. 33(1), 2021: 1-14. [J.30] Tuo Cao, Yibo Jin, Xiongfeng Hu, Sheng Zhang, Zhuzhong Qian, Baoliu Ye and Sanglu Lu. Adaptive Provisioning for Mobile Cloud Gaming at Edges. Elsevier Computer Networks (CN 2022), 2022: 1-20. [J.29] Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Lei Jiao and Sanglu Lu. runData: Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics Over Edges. IEEE Transactions on Parallel and Distributed Systems (TPDS 2022), Vol. 33(1), 2022: 40-55. [J.28] Shuai Zhang, Sheng Zhang, Zhuzhong Qian, Jie Wu, Yibo Jin and Sanglu Lu. DeepSlicing: Collaborative and Adaptive CNN Inference With Low Latency. IEEE Transactions on Parallel and Distributed Systems (TPDS 2021), Vol. 32(9), 2021: 2175-2187. [J.27] Ning Chen, Sheng Zhang, Jie Wu, Zhuzhong Qian and Sanglu Lu. Learning scheduling bursty requests in Mobile Edge Computing using DeepLoad. Elsevier Computer Networks (CN 2021), Vol. 182, 2021: 107655. [J.26] Ning Chen, Siyi Quan, Sheng Zhang, Zhuzhong Qian, Yibo Jin, Jie Wu, Wenzhong Li and Sanglu Lu. Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality. IEEE Transactions on Parallel and Distributed Systems (TPDS 2021), Vol. 32(4), 2021: 830-841. [J.25] Can Wang, Sheng Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Baoliu Ye and Sanglu Lu. Joint Server Assignment and Resource Management for Edge-based MAR System. IEEE/ACM Transactions on Networking (TON 2020), Vol. 28(5), 2020: 2378-2391. [J.24] An Xie, Huawei Huang, Xiaoliang Wang, Zhuzhong Qian and Sanglu Lu. Online VNF Chain Deployment on Resource-limited Edges by Exploiting Peer Edge Devices. Elsevier Computer Networks (CN 2020), Vol. 170, 2020: 107069. [J.23] An Xie, Huawei Huang, Xiaoliang Wang, Song Guo, Zhuzhong Qian and Sanglu Lu. Deploy Stateful Virtual Network Function Chains by Jointly Allocating Data-Control Traffic. Elsevier Computer Networks (CN 2019), Vol. 162, 2019. [J.22] Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Xiangbo Li, Xiaoliang Wang and Sanglu Lu. Semi-Clairvoyant Scheduling in Data Analytics Systems. IEEE Transactions on Computers (TC 2019), Vol. 68(9), 2019: 1376-1389. [J.21] Zhi Ma, Sheng Zhang, Jie Wu, Zhuzhong Qian, Yanchao Zhao and Sanglu Lu. Fast Charging Scheduling under the Nonlinear Superposition Model with Adjustable Phases. ACM Transactions on Sensor Networks (TOSN 2019), Vol. 15(4), 2019: 48:1-48:23. [J.20] Ming Tao, Kaoru Ota, Mianxiong Dong and Zhuzhong Qian. Wireless Charger Placement and Power Allocation for Maximizing Charging Quality. Journal of Parallel and Distributed Computing (JPDC 2018), Vol. 118, 2018: 107-117. [J.19] Sheng Zhang, Zhuzhong Qian, Jie Wu, Fanyu Kong and Sanglu Lu. Wireless Charger Placement and Power Allocation for Maximizing Charging Quality. IEEE Transactions on Mobile Computing (TMC 2018), Vol. 17(6), 2018: 1483-1496. [J.18] Sheng Zhang, Zhuzhong Qian, Jie Wu, Fanyu Kong and Sanglu Lu. Optimizing Itinerary Selection and Charging Association for Mobile Chargers. IEEE Transactions on Mobile Computing (TMC 2017), Vol. 16(10), 2017: 2833-2846. [J.17] Sheng Zhang, Zhuzhong Qian, Hao Wu and Sanglu Lu. Efficient Data Center Flow Scheduling Without Starvation Using Expansion Ratio. IEEE Transactions on Parallel and Distributed Systems (TPDS 2017), Vol. 28(11), 2017: 3157-3170. [J.16] Bolei Zhang, Zhuzhong Qian, Wenzhong Li, Bin Tang, Sanglu Lu and Xiaoming Fu. Budget Allocation for Maximizing Viral Advertising in Social Networks. Journal of Computer Science and Technology (JCST 2016), Vol.31(4), 2016: 759-775. [J.15] Sheng Zhang, Zhuzhong Qian*, Zhaoyi Luo and Sanglu Lu. Burstiness-Aware Resource Reservation for Server Consolidation in Computing clouds. IEEE Transactions on Parallel and Distributed Systems (TPDS 2016), Vol. 27(4), 2016: 964-977. [J.14] Sheng Zhang, Jie Wu, Zhuzhong Qian and Sanglu Lu. MobiCache: Cellular Traffic Offloading Leveraging Cooperative Caching in Mobile Social Networks. Computer Networks (CN 2015), Vol. 83(4), 2015: 184-198. [J.13] Sheng Zhang, Zhuzhong Qian, Jie Wu and Sanglu Lu. Service-Oriented Resource Allocation in Clouds: Pursuing Flexibility and Efficiency. Journal of Computer Science and Technology (JCST 2015), Vol.30(2), 2015: 421-436. [J.12] Xin Li, Zhuzhong Qian, Ilsun You and Sanglu Lu. Towards Cost Efficient Mobile Service and Information Management in Ubiquitous Environment with Cloud Resource Scheduling. International Journal of Information Management (JJIM 2014), Vol. 34(3), 2014: 319-328. [J.11] Xin Li, Zhuzhong Qian, Sanglu Lu and Jie Wu. Energy efficient virtual machine placement algorithm with balanced and improved resource utilization in a data center. Mathematical and Computer Modeling, Vol. 58(5-6), 2013: 1222–1235. [J.10] Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu and Leah Epstein. Virtual Network Embedding with Opportunistic Resource Sharing.. IEEE Transactions on Parallel and Distributed Systems (TPDS 2014), Vol. 25(3), 2014: 816-827. [J.9] Kun You, Bin Tang,Zhuzhong Qian, Sanglu Lu and Daoxu Chen. QoS-aware placement of stream processing service. The Journal of Supercomputing, Vol.64, 2013: 919-941. [J.8] Zhuzhong Qian, Ilsun You, Youyou Lu and Sanglu Lu. A Dynamic Host Selection Algorithm for Layered Data Storage Architecture in a Pervasive Space. Computing and Informatics, Vol. 30(6), 2011: 1181-1199. [J.7] Zhuzhong Qian, Zhenghui Wang, Tianyin Xu and Sanglu Lu. A Dynamic Service Composition Schema for Pervasive Computing. Journal of Intelligent Manufacturing, Vol. 23(4), 2012: 1271-1280. [J.6] Zhuzhong Qian, Ce Chen, Ilsun You and Sanglu Lu: ACSP: A novel security protocol against counting attack for UHF RFID systems. Computers & Mathematics with Applications, Vol. 63(2), 2012: 492-500. [J.5] Zhuzhong Qian, Sheng Zhang, Kangbin Yim and Sanglu Lu. Service Oriented Multimedia Delivery System in Pervasive Environments. The Journal of Universal Computer Science, Vol. 17(6), 2011: 961-980. [J.4] 罗刚毅, 钱柱中, 陆桑璐. 一种基于网络感知的虚拟机再调度算法. 计算机学报. 计算机学报, Vol. 38(5), 2015: 932-943. [J.3] 张伯雷, 钱柱中, 王钦辉, 陆桑路. 面向目标市场的信息最大覆盖算法. 计算机学报, Vol. 37(4), 2014: 894-904. [J.2] 张胜, 钱柱中, 陆桑璐. 一种面向服务的可靠多媒体传输算法. 软件学报, Vol. 21(2), 2010: 277-286. (EI: 20101612868918) [J.1] 钱柱中, 陆桑璐, 谢立. 基于Petri网的Web服务自动组合. 计算机学报, Vol. 29(7), 2006: 1057-1066. (EI: 20063410082412) Conference paper: [C.69] Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Ning Chen and Zhi Ma. Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee. In: Proceedings of the 41th Annual IEEE International Conference on Computer Communications (INFOCOM 2022), Virtual Conference, May 2-5, 2022, pp. 1-10. [C.68] Yitong Zhou, Bowen Peng, Jingmian Wang, Weiwei Miao, Zeng Zeng, Yibo Jin, Sheng Zhang, Zhuzhong Qian. TRAN: Task Replication with Guarantee via Multi-armed Bandit. In: Proceedings of IEEE International Conference on Parallel and Distributed Systems (ICPADS 2021), Virtual Conference, December 14-16, 2021, pp. 1-8 (outstanding paper runner-up). [c.67] Kun Wu, Yibo Jin, Weiwei Miao, Zeng Zeng, Zhuzhong Qian, Jingmian Wang, Mingxian Zhou and Tuo Cao. Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics. In: Proceedings of IEEE/ACM 29th International Symposium on Quality of Service (IWQoS 2021), Virtual Conference, June 25-28, 2021. [c.66] Tuo Cao, Zhuzhong Qian, Kun Wu, Mingxian Zhou and Yibo Jin. Service Placement and Bandwidth Allocation for MEC-enabled Mobile Cloud Gaming. In: Proceedings of the 22nd IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2021), Virtual Conference, June 7-10, 2021. (best paper candidates) [c.65] Mengxi Hanyao, Yibo Jin, Zhuzhong Qian, Sheng Zhang and Sanglu Lu. Edge-assisted online on-device object detection for real-time video analytics. In: Proceedings of the 40th Annual IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 10-13, 2021. [c.64] Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang and Sanglu Lu. Learning for learning: Predictive online control of federated learning with edge provisioning. In: Proceedings of the 40th Annual IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 10-13, 2021. [c.63] Tiantian Wang, Zhuzhong Qian, Lei Jiao, Xin Li and Sanglu Lu. GeoClone: Online Task Replication and Scheduling for Geo-Distributed Analytics under Uncertainties. In: Proceedings of IEEE/ACM 28th International Symposium on Quality of Service (IWQoS 2020), Virtual Conference, June 15-17, 2020. [c.62] Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu and Xiaoliang Wang. Convergence-Preserving Online Participant Selection in Federated Learning. In: Proceedings of the 40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020), Virtual Conference, November 30-December 1, 2020. [c.61] Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu and Xiaoliang Wang. Provisioning Edge Inference as a Service via Online Learning. In: Proceedings of the 17th Annual IEEE International Conference on Sensing (SECON 2020), Virtual Conference, June 22-25, 2020. [c.60] Can Wang, Sheng Zhang, Yu Chen, Zhuzhong Qian, Jie Wu and Mingjun Xiao. Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics. In: Proceedings of the 39th Annual IEEE International Conference on Computer Communications (INFOCOM 2020), Virtual Conference, July 7-9, 2020. [c.59] Haonan Qiu, Xiaoliang Wang, Tianchen Jin, Zhuzhong Qian, Baoliu Ye, Bin Tang, Wenzhong Li and Sanglu Lu. Toward Effective and Fair RDMA Resource Sharing. In: Proceedings of the 2nd Asia-Pacific Workshop on Networking (APNet 2018), Beijing, China, August 2-3, 2018, p. 8-14. (best paper award) [c.58] Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Xiaoliang Wang and Sanglu Lu. ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges. In: Proceedings of the 47th International Conference on Parallel Processing (ICPP 2018), Eugene, OR, USA, August 13-16, 2018. [c.57] Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Xiangbo Li, Xiaoliang Wang and Sanglu Lu. COBRA: Toward Provably Efficient Semi-clairvoyant Scheduling in Data Analytics Systems. In: Proceedings of the 37th Annual IEEE International Conference on Computer Communications (INFOCOM 2018), Honolulu, HI, USA, April 15-19, 2018. [c.56] Weimin Qiu, Zhuzhong Qian and Sanglu Lu. Multi-Objective Virtual Machine Consolidation. In: Proceedings of the 10th IEEE International Conference on Cloud Computing (CLOUD 2017), Honolulu, HI, USA, June 25-30, 2017, pp. 270-277. [c.55] Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong and Sanglu Lu. Modeling and Deploying Networklet. In: Proceedings of IEEE Global Communications Conference (GLOBECOM 2017), Singapore, December 4-8, 2017, pp. 1-6. [c.54] Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong and Sanglu Lu. Networklet: Concept and Deployment. In: Proceedings of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017), Atlanta, GA, USA, June 5-8, 2017, pp. 2624-2625. [c.53] An Xie, Xiao Zhang, Xiaoliang Wang, Zhuzhong Qian and Sanglu Lu. Ambula: Build Communication Lifeline of Corporations During Emergency. In: Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems (ICPADS 2017), Shenzhen, China, December 15-17, 2017, pp. 429-436. [c.52] Xuewei Zhang, Xiaoliang Wang, Cam-Tu Nguyen, Jian Wang and Zhuzhong Qian. A Virtual Middleboxes Network Placement Algorithm in Multi-tenant Datacenter Networks. In: Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems (ICPADS 2017), Shenzhen, China, December 15-17, 2017, pp. 445-452. [c.51] Xin Li, Jie Wu, Zhuzhong Qian, Shaojie Tang and Sanglu Lu. Towards location-aware joint job and data assignment in cloud data centers with NVM. In: Proceedings of the 36th IEEE International Performance Computing and Communications Conference (IPCCC 2017), San Diego, CA, USA, December 10-12, 2017, pp. 1-8. [c.50] Can Wang, Sheng Zhang, Huyin Zhang, Zhuzhong Qian and Sanglu Lu. Edge Cloud Capacity Allocation for Low Delay Computing on Mobile Devices. In: Proceedings of the 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2017), Guangzhou, China, December 12-15, 2017, pp. 290-297. [c.49] Xin Zhang, Zhuzhong Qian, Sheng Zhang and Sanglu Lu. Pattern-Aware Reliable Virtual Network Function Chain Deployment. In: Proceedings of the 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2017), Guangzhou, China, December 12-15, 2017, pp. 335-342. [c.48] Zhuzhong Qian, Kaiyuan Wen, Sheng Zhang, Xiaoliang Wang and Sanglu Lu. Rethinking transfer optimization in a datacenter: Integrating load balancing with multipath flow control. In: Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service (IWQoS 2017), Vilanova i la Geltru, Barcelona, Spain, June 14-16, 2017, pp. 1-10. [c.47] Daoqiang Xu, Yefei Li, Ming Yin, Xin Li, Hao Li and Zhuzhong Qian. A Reliable Resource Scheduling for Network Function Virtualization. In: Proceedings of the 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage Workshops (SpaCCS Workshops 2017), Guangzhou, China, December 12-15, 2017, pp. 251-260. [c.46] Daoqiang Xu, Yefei Li, Songyun Wang, Xin Li and Zhuzhong Qian. On Global Resource Allocation in Clusters for Data Analytics. In: Proceedings of the 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage Workshops (SpaCCS Workshops 2017), Guangzhou, China, December 12-15, 2017, pp. 261-270. [c.45] Wei Zhang, Sheng Zhang, Zhuzhong Qian, Kaiyuan Wen and Sanglu Lu. Virtual Network Deployment in Hybrid Data Center Networks. In: Proceedings of the 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016), Tianjin, China, August 23-26, 2016, pp. 1256-1263. [c.44] Jianbang Tian, Zhuzhong Qian, Mianxiong Dong and Sanglu Lu. FairShare: Dynamic Max-Min Fairness Bandwidth Allocation in Datacenters. In: Proceedings of the 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016), Tianjin, China, August 23-26, 2016, pp. 1463-1470. [c.43] Yibo Jin, Yuan Gao, Zhuzhong Qian, Mingyu Zhai, Hui Peng and Sanglu Lu. Workload-Aware Scheduling Across Geo-distributed Data Centers. In: Proceedings of the 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2016), Tianjin, China, August 23-26, 2016, pp. 1455-1462. [c.42] Kaiyuan Wen, Zhuzhong Qian, Sheng Zhang and Sanglu Lu. OmniFlow: Coupling Load Balancing with Flow Control in Datacenter Networks. In: Proceedings of the 36th IEEE International Conference on Distributed Computing Systems (ICDCS 2016), poster, Nara, Japan, June 27-30, 2016, pp. 725-726. [c.41] Bolei Zhang, Zhuzhong Qian and Sanglu Lu. Structure Pattern Analysis and Cascade Prediction in Social Networks. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML/PKDD 2016), Riva del Garda, Italy, September 19-23, 2016, pp. 524-539. [c.40] Ming Jiang, Sheng Zhang, Kangkang Wu, Yutong Li, Zhuzhong Qian and Sanglu Lu. Scheduling parallelizable task in self-organized cloudlet using Hermes. In: Proceedings of the 35th Annual IEEE International Conference on Computer Communications Workshops (INFOCOM Workshops 2016), San Francisco, CA, USA, April 10-14, 2016, pp. 1059-1060. [c.39] Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Kui Wu and Sanglu Lu. Consolidating Flows with Implicit Deadlines for Energy-Proportional Data Center Networks. In: Proceedings of IFIP Networking 2016 Conference (NETWORKING 2016), Vienna, Austria, May 17-19, 2016, pp. 279-287. [c.38] Wei Huang, Jin Shi, Zhen Wang and Zhuzhong Qian. BiTEM: A Two-Tier Energy Efficient Resource Management Framework for Real-Time Tasks in Clusters. In: Proceedings of the 15th International Conference Algorithms and Architectures for Parallel Processing (ICA3PP 2015), Zhangjiajie, China, November 18-20, 2015, pp. 494-508. [c.37] Bolei Zhang, Zhuzhong Qian, Wenzhong Li and Sanglu Lu. Pricing Strategies for Maximizing Viral Advertising in Social Networks. In: Proceedings of the 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015), Hanoi, Vietnam, April 20-23, 2015, pp. 418-434. [c.36] Fuguang Wang, Zhuzhong Qian, Sheng Zhang, Mianxiong Dong and Sanglu Lu. SmartRep: Reducing Flow Completion Times with Minimal Replication in Data Centers. In: Proceedings of IEEE International Conference on Communications (ICC 2015), London, United Kingdom, June 8-12, 2015, pp. 460-465. [c.35] Sheng Zhang, Zhuzhong Qian, Fanyu Kong, Jie Wu and Sanglu Lu. P3: Joint Optimization of Charger Placement and Power Allocation for Wireless Power Transfer. In: Proceedings of the 34th Annual IEEE International Conference on Computer Communications (INFOCOM 2015), Hong Kong, China, Apr 26- May 1, 2015. [c.34] Hao Wu, Zhuzhong Qian, Xin Li and Sanglu Lu. Don't Be Fat: Towards Efficient Online Flow Scheduling in Data Center Networks. In: Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2014), Hsinchu, China, December 16-19, 2014, pp. 71-78. [c.33] Ruiqing Chi, Zhuzhong Qian and Sanglu Lu. Network-Aware Re-Scheduling: Be a good neighbor: Characterizing performance interference of virtual machines under Xen virtualization environments. In: Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2014), Hsinchu, China, December 16-19, 2014, pp. 257-264. [c.32] Gangyi Luo, Zhuzhong Qian, Mianxiong Dong, Kaoru Ota and Sanglu Lu. Network-Aware Re-Scheduling: Towards Improving Network Performance of Virtual Machines in a Data Center. In: Proceedings of the 14th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2014), Dalian, China, August 24-27, 2014, pp. 258-271. (best paper award) [c.31] Sheng Zhang, Zhuzhong Qian, Jie Wu and Sanglu Lu. Leveraging Tenant Flexibility in Resource Allocation for Virtual Networks. In: Proceedings of the 23rd International Conference on Computer Communications and Networks (ICCCN 2014), Shanghai, China, August 4-7, 2014, pp. 1-8. [c.30] Zhigang Jiang, Wei Huang, Ilsun You, Zhuzhong Qian and Sanglu Lu. Thermal-Aware Task Placement with Dynamic Thermal Model in an Established Datacenter. In: Proceedings of the 8th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2014), Birmingham, United Kingdom, July 2-4, 2014, pp. 1-8. [c.29] Yan Zhang, Xiangwei Liu, Jin Shi, Tian Zhang and Zhuzhong Qian. Scenario-Based Behavioral Nonexistent Consistency Checking for Cyber-physical Systems. In: Proceedings of the 8th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2014), Birmingham, United Kingdom, July 2-4, 2014, pp. 58-65. [c.28] Sheng Zhang, Zhuzhong Qian, Jie Wu and Sanglu Lu. SEA: Stable Resource Allocation in Geographically Distributed Clouds. In: Proceedings of IEEE International Communications Conference (ICC 2014), Sydney, Australia, June 10-14, 2014, pp. 2932-2937. [c.27] Zhen Wang, Zhuzhong Qian and Sanglu Lu. A Probability Based Alogrithm for Influence Maximization in Social Networks. In: Proceedings of the 5th Asia-Pacific Symposium on Internetware (Internetware 2013), Changsha, China, October 23-24, 2013, pp. 1-7. [c.26] Kaiyuan Wen, Zhuzhong Qian and Sanglu Lu. Breaking the Atomicity of Virtual Network Embedding. In: Proceedings of IEEE Global Communications Conference (GLOBECOM 2013), Atlanta, GA, USA, December 9-13, 2013, pp. 2307-2312. [c.25] Weicheng Huai, Zhuzhong Qian, Xin Li and Sanglu Lu. Towards Energy Effcient Data Centers: A DVFS-based Request Scheduling Perspective. In: Proceedings of the 7th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2013), Taichung, Taiwan, China, July 3-5, 2013, pp. 299-306. [c.24] Wei Huang, Xin Li and Zhuzhong Qian. An Energy Efficient Virtual Machine Placement Algorithm with Balanced Resource Utilization. In: Proceedings of the 7th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2013), Taichung, Taiwan, China, July 3-5, 2013, pp. 313-319. (best paper award) [c.23] Bolei Zhang, Zhuzhong Qian, Xiaoliang Wang and Sanglu Lu. Tracing Influential Nodes in a Social Network with Competing Information. In: Proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Australia, April 14-17, 2013, pp. 37-48. [c.22] Zhaoyi Luo and Zhuzhong Qian. Burstiness-aware Server Consolidation via Queuing Theory Approach in a Computing Cloud. In: Proceedings of the 27th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2013), Cambridge, MA, USA, May 20-24, 2013, pp. 332-341. [c.21] Ruiqing Chi, Zhuzhong Qian and Sanglu Lu. A Game Theoretical method for Auto-Scaling of Multi-tiers Web Applications in Cloud. In: Proceedings of the 4th Asia-Pacific Symposium on Internetware (Internetware 2012), QingDao, China, October 30-31, 2012, p. 3. [c.20] Bolei Zhang, Zhuzhong Qian, Wei Huang, Xin Li and Sanglu Lu. Minimizing Communication traffic in Data Centers with Power-aware VM Placement. In: Proceedings of the 6th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2012), Palermo, Italy, July 4-6, 2012, pp. 280-285. [c.19] Xin Li, Zhuzhong Qian, Ruiqing Chi, Bolei Zhang and Sanglu Lu. Balancing Resource Utilization for Continuous Virtual Machine Requests in Clouds. In: Proceedings of the 6th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2012), Palermo, Italy, July 4-6, 2012, pp. 266-273. [c.18] Sheng Zhang, Zhuzhong Qian, Jie Wu and Sanglu Lu. An Opportunistic Resource Sharing and Topology-Aware Mapping Framework for Virtual Networks.. In: Proceedings of the 31st Annual IEEE International Conference on Computer Communications (INFOCOM 2012), Orlando, FL, USA, March 25-30, 2012, pp. 2408-2416. [c.17] Sheng Zhang, Zhuzhong Qian, Bin Tang, Jie Wu and Sanglu Lu. Opportunistic Bandwidth Sharing for Virtual Network Mapping. In: Proceedings of IEEE Global Communications Conference (GLOBECOM 2011), Huston, Texas, US, December 5-9, 2011, pp. 1-5. [c.16] Ruiqing Chi, Zhuzhong Qian and Sanglu Lu. A Heuristic Approach for Scalability of Multi-tiers Web Application in Clouds. In: Proceedings of the 5th Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2011), Seoul, Korea, June 30 -July 2, 2011, pp.28-35. [c.15] Kun You, Zhuzhong Qian, Song Guo, Sanglu Lu and Daoxu Chen. QoS-aware Service Redeployment in Cloud. In: Proceedings of IEEE International Communications Conference (ICC 2011), Kyoto, Japan, June 5-9, 2011, pp. 1-5. [c.14] Sheng Zhang, Zhuzhong Qian, Song Guo and Sanglu Lu. FELL: A Flexible Virtual Network Embedding Algorithm with Guaranteed Load Balancing. In: Proceedings of IEEE International Communications Conference (ICC 2011), Kyoto, Japan, June 5-9, 2011, pp. 1-5. [c.13] Ruiqing Chi, Zhuzhong Qian and Sanglu Lu. A Heuristic Approach for Scalability of Multi-tiers Web Application in Clouds. In: Proceedings of the 5th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2011), Seoul, Korea, June 30- July 2, 2011, pp. 28-35. [c.12] Ce Chen, Zhuzhong Qian, Ilsun You, Jue Hong and Sanglu Lu. ACSP: A Novel Security Protocol against Counting Attack for UHF RFID Systems. In: Proceedings of the 5th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2011), Seoul, Korea, June 30- July 2, 2011, pp. 100-105. [c.11] Song Guo, Victor Leung and Zhuzhong Qian. A Permutation-Based Multi-Polynomial Scheme for Pairwise Key Establishment in Sensor Networks. In: Proceedings of IEEE International Conference on Communication (ICC 2010), Cape Town, South Africa, May 23-27, 2010, pp. 1-5. [c.10] Song Guo, Zhuzhong Qian and Sanglu Lu. A General Energy Optimization Model for Wireless Networks Using Configurable Antennas. In: Proceedings of ACM Symposium on Applied Computing (SAC 2010), Sierre, Switzerland, March 22-26, 2010, pp. 246-250. [c.9] Zhuzhong Qian, Ilsun You, Youyou Lu and Sanglu Lu. A Dynamic Host Selection Algorithm for Layered Data Storage Architecture in a Pervasive Space. In: Proceedings of the 4th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2010), Krakow, Poland, February 15-18, 2010, pp. 812-817. [c.8] Youyou Lu, Zhuzhong Qian and Sanglu Lu. A Tree-based Hierarchy Framework for RFID Data Repository. In: Proceedings of the 4th International Conference on Frontier of Computer Science and Technology (FCST 2009), Shanghai, China, December 17-19, 2009, pp. 190-196. [c.7] Zhuzhong Qian, Song Guo, Minyi Guo and Sanglu Lu. Context-aware Multimedia Processing System in a Pervasive Environment. In: Proceedings of IEEE Global Communications Conference (GLOBECOM 2009), Honolulu, USA, November 30- December 4, 2009, pp. 1-6. [c.6] Sheng Zhang, Zhuzhong Qian, Sanglu Lu and Daoxu Chen. A Binary Graph Reduction Algorithm for Multi-Constrained QoS Routing. In: Proceedings of the 2nd Asia-Pacific Symposium on Internetware (Internetware 2010), Suzhou, China, November 3-4, 2010, p. 2. [c.5] Kun You, Zhuzhong Qian, Bin Tang, Sanglu Lu and Daoxu Chen. QoS-aware Service Replication. In: Proceedings of the 1st Asia-Pacific Symposium on Internetware (Internetware 2009), Beijing, China, October 17-18, 2009, p. 8. [c.4] Sheng Zhang, Zhuzhong Qian, Minyi Guo and Sanglu Lu. An Efficient Algorithm for Multimedia Delivery in Pervasive Space. In: Proceedings of the 7th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2009), Chengdu, China, August 10-12, 2009, pp. 113-118. [c.3] Zhuzhong Qian, Minyi Guo, Sheng Zhang and Sanglu Lu. Service Oriented Multimedia Delivery in Pervasive Space. In: Proceedings of IEEE Wireless Communication and Networking Conference (WCNC 2009), Budapest, Hungary, April 5-8, 2009, pp. 3012-3017. [c.2] Zhuzhong Qian, Sanglu Lu and Li Xie. Colored Petri Net Based Automatic Service Composition. In: Proceedings of the 2nd IEEE Asia-Pacific Service Computing Conference (APSCC 2007), Tsukuba Science City, Japan, December 11-14, 2007, pp. 431-438. [c.1] Zhuzhong Qian, Sanglu Lu and Li Xie. Mobile-Agent-Based Web Service Composition. In: Proceedings of the 4th International Conference on Grid and Cooperative Computing (GCC 2005), Beijing, China, November 30- December 3, 2005, pp. 35-46.
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