南京理工大学计算机学院教师信息网,南京理工大学

南京理工大学计算机学院教师信息网,南京理工大学"/>

南京理工大学计算机学院教师信息网,南京理工大学

1.已发表期刊论文：

(1) Z. Cai and R. Buyya, "Inverse Queuing Model based Feedback Control for Elastic Container Provisioning of Web Systems in Kubernetes, IEEE Transactions on Computers, doi: 10.1109/TC.2021.3049598. (CCF A, in press)

(2) Cai, Z, Liu, D, Lu, Y, Buyya, R. Unequal‐interval based loosely coupled control method for auto‐scaling heterogeneous cloud resources for web applications. Concurrency Computat Pract Exper. 2020; 32:e5926. .1002/cpe.5926 (CCF C)

(3) Zhicheng Cai#*,Xiaoping Li, Ruben Ruiz, Qianmu Li. Price forecasting for spot instances in Cloud computing[J]. Future Generation Computer Systems, Volume 79, Part 1,February 2018, Pages 38-53  (中科院分区大类2区，CCF C类期刊)

(4) Zhicheng Cai#*, Xiaoping Li, Ruben Ruiz, Resource provisioning for task-batch based workflows with deadlines in public clouds,IEEE Transactions on Cloud Computing, 7(3) 814-826, 2019(中科院分区大类2区，Top期刊)。

(5) Zhicheng Cai#*, Xiaoping Li* and Gupta, J.N.D. Heuristics for provisioning services to workflows in XaaS Clouds, IEEE Transactions on Services Computing, 9 (2) (2016) 250–263 (CCF B类期刊，中科院分区大类2区，Top期刊)

(6) Xiaoping Li and Zhicheng Cai*. Elastic resource provisioning for Cloud workflow applications, IEEE Transactions on Automation Science and Engineering, 14(2)(2017) 1195- 1210. (CCF B类期刊，中科院分区大类2区)

(7) Zhicheng Cai#*,Xiaoping Li, Ruben Ruiz, Qianmu Li. A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds,Future Generation Computer Systems, 71 (2017) 57-72 (中科院分区大类2区，CCF C类期刊)

(8) Zhicheng Cai#*,Qianmu Li, Xiaoping Li. Elasticsim: A toolkit for simulating workflows with cloud resource runtime auto-scaling and stochastic task execution times,Journal of Grid Computing, 15(2) 257–272, 2017 (CCF C类期刊)

2.发表的部分国际会议论文：

(1) Zhicheng Cai, Xinyu Zhu, Yuehui Zheng, Duan liu, and Lei Xu. A caching-based parallel FP-Growth in Apache Spark, 18th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2018, CCF C类会议), accepted

(2) Duan Liu, Zhicheng Cai and Xiaoping Li. Hidden Markov Model based Spot price prediction for Cloud Computing, IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2017, CCF C类会议)，2017.12.12-12.15, pages:996-1003

(3) Zhicheng Cai, Xiaoping Li and Gupta, J.N.D. Critical path-based iterative heuristic for workflow scheduling in utility and cloud computing, 11th International Conference on Service Oriented Computing (ICSOC 2013，CCF B 类会议), LNCS Volume 8274, 2013, pages: 207-221

(4) Zhicheng Cai, Xiaoping Li and Gupta, J.N.D. Bi-direction adjust heuristic for workflow scheduling in clouds, 19th IEEE International Conference on Parallel and Distributed Systems, (ICPADS 2013，CCF C 类会议)，Seoul，2013.11.15-11.18，pages:94 - 101

(5) Zhicheng Cai and Xiaoping Li. A hybrid genetic algorithm for resource-constrained multi-project scheduling problem with resource transfer time, IEEE International Conference on Automation Science and Engineering, CASE 2012, Seoul,2012.08.20-08.24,pages:569-574

(6) Zhicheng Caiand Xiaoping Li. Dynamic programming for services scheduling with start time constraints in distributed collaborative manufacturing systems, IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012, Seoul,2012.10.14-10.17,pages: 803 - 808

(7) Duan Liu(#); Zhicheng Cai(*); Yifei Lu, Spot Price Prediction Based Dynamic Resource Scheduling for Web Applications, 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD), Suzhou, 2019.9.21-2019.9.22.(最佳应用论文)

(8) Pengfei Sun(#); Zhicheng Cai(*); Duan Liu, Budget Constraint Bag-of-Task Based Workflow Scheduling in Public Clouds, 14th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2019, Kunming, China, 2019.8.16-2019.8.18.(最佳学生论文)

(9) Yamin Lei, Zhicheng Cai*, Hang Wu, Rajkumar Buyya. Cloud resource provisioning and bottleneck eliminating for meshed web systems. 13th IEEE International Conference on Cloud Computing (CLOUD). 线上会议,  2020:512-516.

(10) Yipei Fang, Zhicheng Cai, Reinforcement Learning based Heterogeneous Resource Provisioning for Cloud Web Applications. The 22nd International Conference on High Performance Computing and Communications(HPCC-2020), accepted, 2020

3. 中文期刊

(1)朱星宇(#); 蔡志成(*); 刘段; 徐建; 李小平, Spark平台下的分布式函数依赖发现算法, 小型微型计算机系统, 2020, 41(8):1569-1575 ，CCF B.