Publications

Hanmei Chen, Laiping Zhao, Yanan Yang, Jianing You, Keqiu Li (2024). Synergy: Collaborating Centralized and Local Scheduling for Serverless Functions. 30th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2024, Belgrade, Serbia, October 10-14, 2024.

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Xiang Li, Yucheng Zhou, Laiping Zhao, Jing Li, Fangming Liu (2024). Impromptu Cybercrime Euphemism Detection. CoRR.

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ASPLOS 2024 Guowei Liu, Laiping Zhao, Yiming Li, Zhaolin Duan, Sheng Chen, Yitao Hu, Zhiyuan Su, Wenyu Qu (2024). FUYAO: DPU-enabled Direct Data Transfer for Serverless Computing. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024. CCF-A

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Rui He, Bangbang Ren, Junjie Xie, Deke Guo, Laiping Zhao (2024). Efficient Online Scheduling of Service Function Chains Across Multiple Geo-Distributed Regions. IEEE Trans. Netw. Serv. Manag..

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Laiping Zhao, Yushuai Cui, Yanan Yang, Xiaobo Zhou, Tie Qiu, Keqiu Li, Yungang Bao (2024). Component-distinguishable Co-location and Resource Reclamation for High-throughput Computing. ACM Trans. Comput. Syst..

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Jianing You, Yukang Chu, Laiping Zhao (2024). Accelerating Cold Start of Thread-level Sandbox Using Snapshot and tfork. 30th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2024, Belgrade, Serbia, October 10-14, 2024.

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Lihai Nie, Laiping Zhao, Keqiu Li, Xiaoyang Shan, Tie Qiu (2024). A Game-Based Adversarial DGA Detection Scheme Using Multi-Level Incremental Random Forest. IEEE Trans. Netw. Sci. Eng..

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Changzhi Li, Lihai Nie, Laiping Zhao, Keqiu Li (2023). Robust website fingerprinting through resource loading sequence. World Wide Web (WWW).

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Yiming Li, Laiping Zhao, Yanan Yang, Wenyu Qu (2023). Rethinking Deployment for Serverless Functions: A Performance-First Perspective. Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023.

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Lihai Nie, Xiaoyang Shan, Laiping Zhao, Keqiu Li (2023). PKDGA: A Partial Knowledge-Based Domain Generation Algorithm for Botnets. IEEE Trans. Inf. Forensics Secur..

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Hongyun Gao, Laiping Zhao, Sheng Chen, Keqiu Li (2023). Low-cost crossed probing path planning for network failure localization. World Wide Web (WWW).

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Laiping Zhao, Xinan Dai, Zhixin Zhao, Yusong Xin, Yitao Hu, Jun Qian, Jun Yao, Keqiu Li (2023). High-throughput Sampling, Communicating and Training for Reinforcement Learning Systems. 31st IEEE/ACM International Symposium on Quality of Service, IWQoS 2023, Orlando, FL, USA, June 19-21, 2023.

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Yanan Yang, Laiping Zhao, Yiming Li, Shihao Wu, Yuechan Hao, Yuchi Ma, Keqiu Li (2023). Flame: A Centralized Cache Controller for Serverless Computing. Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4, ASPLOS 2023, Vancouver, BC, Canada, March 25-29, 2023.

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Rui He, Bangbang Ren, Junjie Xie, Deke Guo, Yuwen Zhou, Laiping Zhao, Yong Li (2023). A reinforcement learning method for scheduling service function chains with multi-resource constraints. Comput. Networks.

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Jie Li, Laiping Zhao, Yanan Yang, Kunlin Zhan, Keqiu Li (2022). Tetris: Memory-efficient Serverless Inference through Tensor Sharing. Proceedings of the 2022 USENIX Annual Technical Conference, USENIX ATC 2022, Carlsbad, CA, USA, July 11-13, 2022.

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Xiangyu Kong, Xuesong Gao, Shibao Pan, Yizhi Zhou, Yanan Yang, Laiping Zhao, Heng Qi (2022). TailCmp - A Tail Latency Evaluation Solution of Public Cloud and Labeled von Neumann Architecture based Cloud Prototype. IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking, ISPA/BDCloud/SocialCom/SustainCom 2022, Melbourne, Australia, December 17-19, 2022.

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Lihai Nie, Xiaoyang Shan, Laiping Zhao, Keqiu Li (2022). PKDGA: A Partial Knowledge-based Domain Generation Algorithm for Botnets. CoRR.

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Rui He, Bangbang Ren, Junjie Xie, Deke Guo, Laiping Zhao (2022). Multi-Resource Scheduling for Multiple Service Function Chains with Deep Reinforcement Learning. 28th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2022, Nanjing, China, January 10-12, 2023.

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Huanyu Zhang, Wenhao Huang, Laiping Zhao, Keqiu Li (2022). Maxwell's Demon in Tail-tolerant, Resource-efficient Serverless Computing. 28th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2022, Nanjing, China, January 10-12, 2023.

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Binlei Cai, Keqiu Li, Laiping Zhao, Rongqi Zhang (2022). Less Provisioning: A Hybrid Resource Scaling Engine for Long-Running Services With Tail Latency Guarantees. IEEE Trans. Cloud Comput..

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Xiaobo Zhou, Xiaodong Dong, Laiping Zhao, Keqiu Li, Tie Qiu (2022). Learning-Driven Cloud Resource Provision Policy for Content Providers With Competitor. IEEE Trans. Cloud Comput..

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Xiaoqiang Zhu, Wenyu Qu, Xiaobo Zhou, Laiping Zhao, Zhaolong Ning, Tie Qiu (2022). Intelligent Fingerprint-Based Localization Scheme Using CSI Images for Internet of Things. IEEE Trans. Netw. Sci. Eng..

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Yanan Yang, Laiping Zhao, Yiming Li, Huanyu Zhang, Jie Li, Mingyang Zhao, Xingzhen Chen, Keqiu Li (2022). INFless: a native serverless system for low-latency, high-throughput inference. ASPLOS ‘22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022 - 4 March 2022.

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Yangyang Liu, Laiping Zhao, Jingyu Hua, Wenyu Qu, Suohao Zhang, Sheng Zhong (2022). Distributed Traffic Engineering for Multi-Domain SDN Without Trust. IEEE Trans. Cloud Comput..

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Xiaodong Dong, Laiping Zhao, Xiaobo Zhou, Keqiu Li, Deke Guo, Tie Qiu (2022). An Online Cost-Efficient Transmission Scheme for Information-Agnostic Traffic in Inter-Datacenter Networks. IEEE Trans. Cloud Comput..

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Zhanyuan Gao, Laiping Zhao, Haonan Chen (2022). A Trigonometric Function Instruction Set Extension Method Based on RISC-V. 22nd IEEE/ACIS International Conference on Computer and Information Science, ICIS 2022, Zhuhai, China, June 26-28, 2022.

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Laiping Zhao, Yanan Yang, Yiming Li, Xian Zhou, Keqiu Li (2021). Understanding, predicting and scheduling serverless workloads under partial interference. International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2021, St. Louis, Missouri, USA, November 14-19, 2021.

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Lihai Nie, Laiping Zhao, Keqiu Li (2021). Robust Anomaly Detection Using Reconstructive Adversarial Network. IEEE Trans. Netw. Serv. Manag..

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Changzhi Li, Lihai Nie, Laiping Zhao (2021). RLTree: Website Fingerprinting Through Resource Loading Tree. Network and System Security - 15th International Conference, NSS 2021, Tianjin, China, October 23, 2021, Proceedings.

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Xuechao Jia, Laiping Zhao (2021). RAEF: Energy-efficient Resource Allocation through Energy Fungibility in Serverless. 27th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2021, Beijing, China, December 14-16, 2021.

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Ning Chen, Tie Qiu, Laiping Zhao, Xiaobo Zhou, Huansheng Ning (2021). Edge Intelligent Networking Optimization for Internet of Things in Smart City. IEEE Wirel. Commun..

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Xiaoyan Bi, Tie Qiu, Wenyu Qu, Laiping Zhao, Xiaobo Zhou, Dapeng Oliver Wu (2021). Dynamically Transient Social Community Detection for Mobile Social Networks. IEEE Internet Things J..

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Weijia Ding, Ziwei Ding, Laiping Zhao, Tie Qiu (2021). $PSeer$: Performance Prediction for Partially Co-located Distributed Deep Learning. 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), Haikou, Hainan, China, December 20-22, 2021.

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Hongyun Gao, Laiping Zhao, Huanbin Wang, Zhao Tian, Lihai Nie, Keqiu Li (2020). XShot: Light-weight Link Failure Localization using Crossed Probing Cycles in SDN. ICPP 2020: 49th International Conference on Parallel Processing, Edmonton, AB, Canada, August 17-20, 2020.

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Laiping Zhao, Yanan Yang, Kaixuan Zhang, Xiaobo Zhou, Tie Qiu, Keqiu Li, Yungang Bao (2020). Rhythm: component-distinguishable workload deployment in datacenters. EuroSys ‘20: Fifteenth EuroSys Conference 2020, Heraklion, Greece, April 27-30, 2020.

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Laiping Zhao, Yanan Yang, Ali Munir, Alex X. Liu, Yue Li, Wenyu Qu (2020). Optimizing Geo-Distributed Data Analytics with Coordinated Task Scheduling and Routing. IEEE Trans. Parallel Distributed Syst..

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Haoshi Ren, Lihai Nie, Hongyun Gao, Laiping Zhao, Jianchao Diao (2020). NetCruiser: Localize Network Failures by Learning from Latency Data. 2020 IEEE International Conference on Smart Internet of Things, SmartIoT 2020, Beijing, China, August 14-16, 2020.

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Xiaoqiang Zhu, Wenyu Qu, Tie Qiu, Laiping Zhao, Mohammed Atiquzzaman, Dapeng Oliver Wu (2020). Indoor Intelligent Fingerprint-Based Localization: Principles, Approaches and Challenges. IEEE Commun. Surv. Tutorials.

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Lihai Nie, Laiping Zhao, Keqiu Li (2020). Glad: Global And Local Anomaly Detection. IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020.

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Sheng Chen, Lihai Nie, Xiaoyi Tao, Zhiyang Li, Laiping Zhao (2020). Approximation of Probabilistic Maximal Frequent Itemset Mining Over Uncertain Sensed Data. IEEE Access.

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Jiancheng Chi, Tie Qiu, Chaokun Zhang, Laiping Zhao (2020). A Novel Blockchain Network Structure Based on Logical Nodes. Wireless Algorithms, Systems, and Applications - 15th International Conference, WASA 2020, Qingdao, China, September 13-15, 2020, Proceedings, Part I.

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Laiping Zhao, Yiming Li, Françoise Fogelman-Soulié, Keqiu Li (2020). A holistic cross-layer optimization approach for mitigating stragglers in in-memory data processing. J. Syst. Archit..

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Xiaodong Dong, Ning Wei, Xiaobo Zhou, Laiping Zhao, Keqiu Li (2019). QIMS: QoE-Centric Information-Agnostic Mix-Flows Scheduling in SD-WAN. 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10-12, 2019.

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Binlei Cai, Laiping Zhao, Xiaobo Zhou, Rongqi Zhang, Keqiu Li (2019). On evaluating the resource usage effectiveness of multi-tenant cloud storage. J. Syst. Archit..

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Yanan Yang, Laiping Zhao, Zhigang Li, Lihai Nie, Peiqi Chen, Keqiu Li (2019). ElaX: Provisioning Resource Elastically for Containerized Online Cloud Services. 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10-12, 2019.

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Laiping Zhao, Yiming Li, Françoise Fogelman-Soulié (2019). Effective Straggler Mitigation with Cross-Layer Interference-Aware Optimization. 25th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2019, Tianjin, China, December 4-6, 2019.

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Laiping Zhao, Jingyu Hua, Yangyang Liu, Wenyu Qu, Suohao Zhang, Sheng Zhong (2019). Distributed Traffic Engineering for Multi-Domain Software Defined Networks. 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019, Dallas, TX, USA, July 7-10, 2019.

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Zhao Tian, Laiping Zhao, Lihai Nie, Peiqi Chen, Shuyu Chen (2019). Deeplive: QoE Optimization for Live Video Streaming through Deep Reinforcement Learning. 25th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2019, Tianjin, China, December 4-6, 2019.

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Xiaodong Dong, Xiaobo Zhou, Laiping Zhao, Keqiu Li (2019). Cloud Resource Provision of Competitive Content Providers: Models and Analysis. 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking, ISPA/BDCloud/SocialCom/SustainCom 2019, Xiamen, China, December 16-18, 2019.

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Jingyu Hua, Laiping Zhao, Suohao Zhang, Yangyang Liu, Xin Ge, Sheng Zhong (2018). Topology-Preserving Traffic Engineering for Hierarchical Multi-Domain SDN. Comput. Networks.

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Chengming Li, Shimin Gong, Zhaolong Ning, Laiping Zhao, Qingshan Jiang, Pan Zhou (2018). Robust Caching Control in Crowdsourced Content-Centric Mobile Networking. IEEE Access.

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Xiaodong Dong, Sheng Chen, Laiping Zhao, Xiaobo Zhou, Heng Qi, Keqiu Li (2018). More Requests, Less Cost: Uncertain Inter-Datacenter Traffic Transmission with Multi-Tier Pricing. J. Comput. Sci. Technol..

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Binlei Cai, Rongqi Zhang, Laiping Zhao, Keqiu Li (2018). Less Provisioning: A Fine-grained Resource Scaling Engine for Long-running Services with Tail Latency Guarantees. Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018, Eugene, OR, USA, August 13-16, 2018.

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Yue Cao, Laiping Zhao, Rongqi Zhang, Yanan Yang, Xiaobo Zhou, Keqiu Li (2018). Experience-Availability Analysis of Online Cloud Services using Stochastic Models. 2018 IFIP Networking Conference and Workshops, Networking 2018, Zurich, Switzerland, May 14-16, 2018.

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Rongqi Zhang, Yanan Yang, Laiping Zhao, Xiaobo Zhou, Binlei Cai, Keqiu Li (2018). A Stochastic Model for Analyzing Tail Latency of Multi-Tier Online Cloud Services. 9th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2018, Taipei, Taiwan, December 26-28, 2018.

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Laiping Zhao, Xiaobo Zhou (2017). Slow or Down?: Seem to Be the Same for Cloud Users. Proceedings of the first Workshop on Emerging Technologies for software-defined and reconfigurable hardware-accelerated Cloud Datacenters, ETCD@ASPLOS 2017, Xi’an, China, April 8, 2017.

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Laiping Zhao, Liangfu Lu, Zhou Jin, Ce Yu (2017). Online Virtual Machine Placement for Increasing Cloud Provider's Revenue. IEEE Trans. Serv. Comput..

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Xiaobo Zhou, Laiping Zhao (2017). Foreword to the special issue on parallel and distributed computing with its applications. Concurr. Comput. Pract. Exp..

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Binlei Cai, Rongqi Zhang, Xiaobo Zhou, Laiping Zhao, Keqiu Li (2017). Experience Availability: Tail-Latency Oriented Availability in Software-Defined Cloud Computing. J. Comput. Sci. Technol..

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Yue Li, Laiping Zhao, Chenzhou Cui, Ce Yu (2016). Fast Big Data Analysis in Geo-Distributed Cloud. 2016 IEEE International Conference on Cluster Computing, CLUSTER 2016, Taipei, Taiwan, September 12-16, 2016.

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Laiping Zhao, Jingyu Hua, Xin Ge, Sheng Zhong (2015). Traffic engineering in hierarchical SDN control plane. 23rd IEEE International Symposium on Quality of Service, IWQoS 2015, Portland, OR, USA, June 15-16, 2015.

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Lingyan Yin, Jizhou Sun, Laiping Zhao, Chenzhou Cui, Jian Xiao, Ce Yu (2015). Joint Scheduling of Data and Computation in Geo-Distributed Cloud Systems. 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015.

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Laiping Zhao, Yizhi Ren, Kouichi Sakurai (2013). Reliable workflow scheduling with less resource redundancy. Parallel Comput..

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Laiping Zhao, Kouichi Sakurai (2012). On Revenue Driven Server Management in Cloud. CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18 - 21 April, 2012.

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Laiping Zhao, Kouichi Sakurai (2012). Improving Cost-Efficiency through Failure-Aware Server Management and Scheduling in Cloud. Cloud Computing and Services Science - Second International Conference, CLOSER 2012, Porto, Portugal, April 18-21, 2012. Revised Selected Papers.

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Laiping Zhao, Yizhi Ren, Mingchu Li, Kouichi Sakurai (2012). Flexible service selection with user-specific QoS support in service-oriented architecture. J. Netw. Comput. Appl..

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Laiping Zhao, Yizhi Ren, Kouichi Sakurai (2011). A Resource Minimizing Scheduling Algorithm with Ensuring the Deadline and Reliability in Heterogeneous Systems. 25th IEEE International Conference on Advanced Information Networking and Applications, AINA 2011, Biopolis, Singapore, March 22-25, 2011.

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Laiping Zhao, Yizhi Ren, Mingchu Li, Kouichi Sakurai (2010). SPSE: A flexible QoS-based service scheduling algorithm for service-oriented Grid. 24th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings.

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Laiping Zhao, Yizhi Ren, Yang Xiang, Kouichi Sakurai (2010). Fault tolerant scheduling with dynamic number of replicas in heterogeneous system. 12th IEEE International Conference on High Performance Computing and Communications, HPCC 2010, 1-3 September 2010, Melbourne, Australia.

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