2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)最新文献_第3页

Identifying Architectural Design Trade-Offs in Service Registry Features 识别服务注册中心特性中的体系结构设计权衡

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.14

T. Aihkisalo, E. Ovaska

引用次数: 1

Continuous and Distributed Monitoring of Cloud SLAs Using S3LACC 使用S3LACC的云sla的连续和分布式监控

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.23

W. Ghumman, A. Schill

{"title":"Continuous and Distributed Monitoring of Cloud SLAs Using S3LACC","authors":"W. Ghumman, A. Schill","doi":"10.1109/SOSE.2017.23","DOIUrl":"https://doi.org/10.1109/SOSE.2017.23","url":null,"abstract":"Cloud services are contracted by a service level agreement (SLA) between a cloud service provider (CSP) and a cloud service user (CSU) which contains quality of service (QoS) parameters, guarantees and obligations. After successful negotiation process, next major task is to monitor the cloud services for ensuring the quality of service according to the agreed SLA. A CSU/company acquiring a cloud service may has requirement of using the cloud service at multiple locations. Manually monitoring a cloud service at different locations and to control the number of communications of SLA violations to the monitoring coordinator (a person/entity that manages the SLAs) requires high level of precision and accuracy. The margin between an acceptable level of service and a violation can be very small in some cases requiring an automated monitoring approach to capture the violations meticulously. In this paper, a distributed monitoring approach is presented for cloud SLAs which is suitable for the cloud services with multiple locations usage. The proposed approach reduces the number of communications of SLA violations to a monitoring coordinator by limiting the unnecessary communications. The decoupled nature of this approach makes it adaptable for multiple locations without any inter-location correlation. A monitoring simulation program is also presented in this paper to validate the proposed monitoring method. Experimental results enforce the effectiveness of our approach and its suitability specifically for distributed cloud SLA monitoring.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121087757","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: 5

Optimizing XCSR for Text Classification 为文本分类优化XCSR

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.9

M. H. Arif, Jianxin Li, Muhammad Iqbal, Hao Peng

{"title":"Optimizing XCSR for Text Classification","authors":"M. H. Arif, Jianxin Li, Muhammad Iqbal, Hao Peng","doi":"10.1109/SOSE.2017.9","DOIUrl":"https://doi.org/10.1109/SOSE.2017.9","url":null,"abstract":"XCS, an evolutionary computing technique, can classify data using both bit strings and real valued representations. \"Real valued XCS\" (XCSR) commonly uses the min max interval based representation (MMR) for continuous valued data sets. Text data sets can be represented using bag of words based real valued representation, e.g. term frequency inverse document frequency of features. In this work we classify social media short informal text messages using XCSR, for the first time, from two major domains, i.e. spam detection and sentiment analysis. We perform spam detection of SMS and Email messages, and sentiment analysis of reviews and tweets. Feature vectors extracted from short text messages are very sparse and XCSR with MMR representation can not handle sparse data sets very well. We proposed XCSR# that uses MMR representation with explicit \"don't care\" intervals to handle sparse social media data sets. The experimental results indicate that introduction of the explicit \"don't care\" intervals improved the performance and created a statistically significant impact, specifically in the spam detection data sets. Further, it is observed that XCSR# produced more accurate and general rules than XCSR.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"381 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126728630","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: 9

Study of the E-Maintenance Service in E-Logistic Supply Chain 电子物流供应链中的电子维修服务研究

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-01 DOI: 10.1109/SOSE.2017.21

S. Turki, N. Rezg

引用次数: 2

Workspace as a Service: An Online Working Environment for Private Cloud 工作空间即服务:私有云的在线工作环境

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-01 DOI: 10.1109/SOSE.2017.11

Bo An, Xudong Shan, Zhicheng Cui, Chun Cao, Donggang Cao

引用次数: 9