2009 IFIP/IEEE International Symposium on Integrated Network Management最新文献_第6页

Real-time root cause analysis in OSS for a multilayer and multi-domain network using a hierarchical circuit model and scanning algorithm 基于分层电路模型和扫描算法的OSS多层多域网络实时根本原因分析

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188802

M. Miyazawa, T. Otani

引用次数: 4

Service management architecture and system capacity design for PhoneFactor™—A two-factor authentication service 双因素认证服务PhoneFactor™的业务管理架构和系统容量设计

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188789

Haiyang Qian, Chandra Sekhar Surapaneni, S. Dispensa, D. Medhi

引用次数: 9

Problem classification method to enhance the ITIL incident and problem 问题分类方法增强ITIL事件和问题

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188825

Yang Song, A. Sailer, Hidayatullah Shaikh

{"title":"Problem classification method to enhance the ITIL incident and problem","authors":"Yang Song, A. Sailer, Hidayatullah Shaikh","doi":"10.1109/INM.2009.5188825","DOIUrl":"https://doi.org/10.1109/INM.2009.5188825","url":null,"abstract":"Problem determination and resolution PDR is the process of detecting anomalies in a monitored system, locating the problems responsible for the issue, determining the root cause and fixing the cause of the problem. The cost of PDR represents a substantial part of operational costs, and faster, more effective PDR can contribute to a substantial reduction in system administration costs. In this paper, we propose to automate the process of PDR by leveraging machine learning methods. The main focus is to effectively categorize the problem a user experiences by recognizing the problem specificity leveraging all available training data such like the performance data and the logs data. Specifically, we transform the structure of the problem into a hierarchy which can be determined by existing taxonomy in advance. We then propose an efficient hierarchical incremental learning algorithm which is capable of adjusting its internal local classifier parameters in real-time. Comparing to the traditional batch learning algorithms, this online learning framework can significantly decrease the computational complexity of the training process by learning from new instances on an incremental fashion. In the same time this reduces the amount of memory required to store the training instances. We demonstrate the efficiency of our approach by learning hierarchical problem patterns for several issues occurring in distributed web applications. Experimental results show that our approach substantially outperforms previous methods.","PeriodicalId":332206,"journal":{"name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116610747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

Management of SOA based NGN service exposure, service discovery and service composition 管理基于SOA的NGN服务公开、服务发现和服务组合

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188845

N. Blum, T. Magedanz, F. Schreiner

引用次数: 19

CHANGEMINER: A solution for discovering IT change templates from past execution traces CHANGEMINER:用于从过去的执行跟踪中发现IT更改模板的解决方案

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188792

Weverton Cordeiro, Guilherme Sperb Machado, F. Andreis, Juliano Araujo Wickboldt, R. C. Lunardi, A. O. D. Santos, C. Both, L. Gaspary, L. Granville, David Trastour, C. Bartolini

{"title":"CHANGEMINER: A solution for discovering IT change templates from past execution traces","authors":"Weverton Cordeiro, Guilherme Sperb Machado, F. Andreis, Juliano Araujo Wickboldt, R. C. Lunardi, A. O. D. Santos, C. Both, L. Gaspary, L. Granville, David Trastour, C. Bartolini","doi":"10.1109/INM.2009.5188792","DOIUrl":"https://doi.org/10.1109/INM.2009.5188792","url":null,"abstract":"The main goal of change management is to ensure that standardized methods and procedures are used for the efficient and prompt handling of changes in IT systems, in order to minimize change-related incidents and service-delivery disruption. To meet this goal, it is of paramount importance reusing the experience acquired from previous changes in the design of subsequent ones. Two distinct approaches may be usefully combined to this end. In a top-down approach, IT operators may manually design change templates based on the knowledge owned/acquired in the past. Considering a reverse, bottom-up perspective, these templates could be discovered from past execution traces gathered from IT provisioning tools. While the former has been satisfactorily explored in previous investigations, the latter - despite its undeniable potential to result in accurate templates in a reduced time scale - has not been subject of research, as far as the authors are aware of, by the service operations and management community. To fill in this gap, this paper proposes a solution, inspired on process mining techniques, to discover change templates from past changes. The solution is analyzed through a prototypical implementation of a change template miner subsystem called CHANGEMINER, and a set of experiments based on a real-life scenario.","PeriodicalId":332206,"journal":{"name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114950964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Enhanced cognitive resource management for QoS-guaranteed service provisioning in home/office network 增强了家庭/办公网络中qos保证服务发放的认知资源管理

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188853

S. Tursunova, T. Son, Bong-Kyun Lee, Eunyoung Cho, Youhyeon Jeong, Young-Tak Kim

引用次数: 3

Computing histograms of local variables for real-time monitoring using aggregation trees 计算直方图的局部变量的实时监控使用聚合树

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188837

D. Jurca, R. Stadler

引用次数: 6

Analysing Joost peer to peer IPTV protocol 分析Joost点对点IPTV协议

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188824

Mehdi Nafaa, N. Agoulmine

引用次数: 5

Monitoring probabilistic SLAs in Web service orchestrations 监视Web服务编排中的概率sla

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188851

Sidney Rosario, A. Benveniste, C. Jard

引用次数: 9

Applying quorum role in network management 在网络管理中应用仲裁角色

2009 IFIP/IEEE International Symposium on Integrated Network Management Pub Date : 2009-06-01 DOI: 10.1109/INM.2009.5188866

Ede Silva, A. Santin, Edgard Jamhour, C. Maziero, Emir Toktar

引用次数: 2