Computer Science ›› 2020, Vol. 47 ›› Issue (12): 11-17.doi: 10.11896/jsjkx.200700181
Special Issue: Software Engineering & Requirements Engineering for Complex Systems
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WU Wen-jun, YU Xin, PU Yan-jun, WANG Qun-bo, YU Xiao-ming
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[1] LI W,WU W,WANG H,et al.Crowd intelligence in AI 2.0 era[J].Frontiers of Information Technology &Electronic Engineering,2017,18(1):15-43. [2] WANG H,WU W,MAO X,et al.Growth structure and adaptive evolution of complex software systems[J].Scientia Sinica Informationis,2014,44(6):743-761. [3] CUESTA C E,NAVARROE,UWE Z.Synergies of system-of-systems and microservices architectures[C]//Proceedings of the International Colloquium on Software-intensive Systems-of-Systems at 10th European Conference on Software Architecture.2016:1-7. [4] YIN J,DENG S,WU J,et al.Research on Shared Service based on loop-type relationship Model[J].Communications of the CCF,2017,13(2):18-23. [5] DRAGONI N,GIALLORENZO S,LAFUENTE A L,et al.Microservices:yesterday,today,and tomorrow[M]//Present and Ulterior Software Engineering.Springer,Cham,2017:195-216. [6] LI W,LEMIEUX Y,GAO J,et al.Service mesh:Challenges,state of the art,and future research opportunities[C]//2019 IEEE International Conference on Service-Oriented System Engineering (SOSE).IEEE,2019:122-1225. [7] CHINOSI M,TROMBETTA A.BPMN:An introduction to the standard[J].Computer Standards &Interfaces,2012,34(1):124-134. [8] DE ALWIS A A C,BARROS A,FIDGE C,et al.Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering[C]//International Conference on Advanced Information Systems Engineering.Springer,Cham,2020:3-19. [9] CHÁVEZ K,CEDILLO P,ESPINOZA M,et al.A SystematicLiterature Review on Composition of Microservices through the Use of Semantic Annotations:Solutions and Techniques[C]//2019 International Conference on Information Systems and Computer Science (INCISCOS).IEEE,2019:311-318. [10] LIMONCELLI T A.GitOps:a path to more self-service IT[J].Communications of the ACM,2018,61(9):38-42. [11] SHARMA R,SINGH A.Istio Gateway[M]//Getting Startedwith Istio Service Mesh.Apress,Berkeley,CA,2020:169-192. [12] DANG Y,LIN Q,HUANG P.AIOps:real-world challenges and research innovations[C]//2019 IEEE/ACM 41st International Conference on Software Engineering:Companion Proceedings (ICSE-Companion).IEEE,2019:4-5. [13] WANG S,GUO Y,ZHANG N,et al.Delay-aware microservice coordination in mobile edge computing:A reinforcement learning approach[J].IEEE Transactions on Mobile Computing,2019,PP(99):1-1. [14] QIU J,DU Q,YIN K,et al.A Causality Mining and Knowledge Graph Based Method of Root Cause Diagnosis for Performance Anomaly in Cloud Applications[J].Applied Sciences,2020,10(6):2166. [15] TURNBULL J.Monitoring with Prometheus[M].TurnbullPress,2018. [16] CRAWLEY K.Getting Started with Observability Lab:Open-tracing,Prometheus,and Jaeger[J].USENIX,2019,85:76-79. [17] MALHOTRA P,VIG L,SHROFFG,et al.Long short termmemory networks for anomaly detection in time series[C]//23rd European Symposium on Artificial Neural Networks,Computational Intelligence and Machine Learning.2015,89:89-94. [18] BRANDÓNÉ,SOLÉM,HUÉLAMO A,et al.Graph-basedroot cause analysis for service-oriented and microservice architectures[J].Journal of Systems and Software,2020,159:110432. [19] WU L,TORDSSON J,ELMROTH E,et al.MicroRCA:RootCause Localization of Performance Issues in Microservices[C]//NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium.IEEE,2020:1-9. [20] WANG P,XU J,MA M,et al.Cloudranger:Root cause identification for cloud native systems[C]//2018 18th IEEE/ACM International Symposium on Cluster,Cloud and Grid Computing (CCGRID).IEEE,2018:492-502. |
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[4] | PENG Zhen,TIAN Li-qin,WU Jing,GAO Xiao-yan and YANG Bing-ru. Research on Complex System Modeling and Reasoning Based on Large Fuzzy Cognitive Map [J]. Computer Science, 2013, 40(6): 203-205. |
[5] | . Multiple Paths Test Case Generation Based on Complex System Genetic Algorithm [J]. Computer Science, 2012, 39(4): 139-141. |
[6] | XU Wen-shuan, XIN Yun-wei, LU Gui-zhang ,CHEN Qiu-shuang (College of Information Technical Science, Nankai University, Tianjin 300071, China). [J]. Computer Science, 2009, 36(4): 246-249. |
[7] | . [J]. Computer Science, 2009, 36(2): 26-29. |
[8] | . [J]. Computer Science, 2008, 35(9): 296-300. |
[9] | . [J]. Computer Science, 2007, 34(4): 129-132. |
[10] | . [J]. Computer Science, 2006, 33(7): 213-216. |
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