2012 IEEE 19th International Conference on Web Services最新文献_第6页

Enabling Advanced Loading Strategies for Data Intensive Web Services 为数据密集型Web服务启用高级加载策略

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.30

Quirino Zagarese, G. Canfora, E. Zimeo, F. Baude

{"title":"Enabling Advanced Loading Strategies for Data Intensive Web Services","authors":"Quirino Zagarese, G. Canfora, E. Zimeo, F. Baude","doi":"10.1109/ICWS.2012.30","DOIUrl":"https://doi.org/10.1109/ICWS.2012.30","url":null,"abstract":"Improving performance of Web services interactions is an important factor to burst the adoption of SOAin mission-critical applications, especially when they deal with large business objects whose transfer time is not negligible. Designing messages dynamic granularity (offloading) is a key challenge for achieving good performances. This requires the server being able to predict the pieces of data actually used by clients in order to send only such data. However, exact prediction is not easy, and consequently lazy interactions are needed to transfer additional data whenever the prediction fails. To preserve semantics, lazy accesses to the results of a Web service interaction need to work on a dedicated copy of the business object stored as application state. Thus, dynamic offloading can experience an overhead due to a prediction failure, which is the sum of round-trip and storage access delays, which could compromise the benefits of the technique. This paper improves our previous work enabling dynamic offloading for both IN and OUT parameters, and analyses how attributes copies impact on the technique, by comparing the overheads introduced by different storage technologies in a real implementation of a Web services framework that extends CXF. More specifically, we quantitatively characterize the execution contexts that make dynamic offloading effective, and the expected accuracy of the predictive strategy to have a gain in term of response time compared to plain services invocations. Finally, the paper introduces the Attribute Loading Delegation technique that enables optimized data-transfers for those applications where data-intensive multiple-interactions take place.","PeriodicalId":226237,"journal":{"name":"2012 IEEE 19th International Conference on Web Services","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131692491","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: 13

Decision Tree Learning from Incomplete QoS to Bootstrap Service Recommendation 从不完全QoS到引导服务推荐的决策树学习

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.90

Qi Yu

{"title":"Decision Tree Learning from Incomplete QoS to Bootstrap Service Recommendation","authors":"Qi Yu","doi":"10.1109/ICWS.2012.90","DOIUrl":"https://doi.org/10.1109/ICWS.2012.90","url":null,"abstract":"Collaborative Filtering (CF) has been increasingly employed as an effective vehicle for providing personalized service recommendations in service computing. CF exploits historical user-service interaction information to predict the preference of service users. A key challenge faced by CF is to handle new users with no previous interaction information. We present a novel strategy that integrates Matrix Factorization (MF) with decision tree learning to bootstrap service recommendation systems. The proposed strategy first employs MF to partition existing users into a set of user groups. In practice, only a small amount of user-service interaction information is observed. The MF based user partitioning scheme also provides a way to estimate the missing interaction information based on the group structure. The tree learning algorithm then leverages these estimated information and exploits user groups as class labels to learn a decision tree. Few highly discriminative services are identified as tree nodes to adaptively query a new user based on the interaction results with the prior services in the tree. Through a short and intuitive bootstrapping process, the new user is classified into one of the user groups, via which the user's preference is predicted. We conduct a set of experiments on real-world service data to demonstrate the effectiveness of the proposed bootstrapping strategy.","PeriodicalId":226237,"journal":{"name":"2012 IEEE 19th International Conference on Web Services","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131067579","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: 42

Web Services Composition Verification Using Satisfiability Solving 使用可满足性求解的Web服务组合验证

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.75

Ehtesham Zahoor, O. Perrin, C. Godart

引用次数: 5

Verifying GSM-Based Business Artifacts 验证基于gsm的业务构件

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.31

P. Gonzalez, Andreas Griesmayer, A. Lomuscio

引用次数: 37

Towards Simplifying and Automating Business Process Lifecycle Management in Hybrid Clouds 迈向混合云中业务流程生命周期管理的简化和自动化

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.88

Hua Liu, Yasmine Charif, Gueyoung Jung, Andres Quiroz, Frank Goetz, Naveen Sharma

引用次数: 6

Analytic Profit Optimization of Service-Based Systems 基于服务的系统利润优化分析

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.114

Xianzhi Wang, Zhongjie Wang, Xiaofei Xu

引用次数: 4

Linked Social Service: Evolving from an Isolated Service into a Global Social Service Network 链接的社会服务:从孤立的服务发展到全球性的社会服务网络

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.21

Wuhui Chen, Incheon Paik, R. Komiya

引用次数: 5

MapReduce-Based Balanced Mining for Closed Frequent Itemset 基于mapreduce的封闭频繁项集均衡挖掘

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.19

Guang-Peng Chen, Yubin Yang, Yao Zhang

引用次数: 15

Data-centric Web Services Based on Business Artifacts 基于业务构件的以数据为中心的Web服务

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.101

R. Vaculín, F. Heath, R. Hull

{"title":"Data-centric Web Services Based on Business Artifacts","authors":"R. Vaculín, F. Heath, R. Hull","doi":"10.1109/ICWS.2012.101","DOIUrl":"https://doi.org/10.1109/ICWS.2012.101","url":null,"abstract":"Existing Web services standards consider data primarily on the level of inputs and outputs specifications, with the major focus on functional aspects of interactions. Majority of applications rely on data sources, but such data sources are not part of the Web service specifications and cannot be accessed directly by clients. The fact that data are treated independently or as second-class citizens severely limits re-use, flexibility, customization and integration options of current Web services. In this paper we suggest to extend the WS specifications by introducing a data-centric Web services model that integrates functional and data perspectives in one coherent framework. The approach is based on Business Artifacts and in particular on the declarative modular Guard-Stage-Milestone (GSM) model. We introduce a Web Data- and Artifact- centric Service (W-DAS) model using GSM in its core which in addition to usual application specific WS operations defines a set of data access interfaces including CRUD operations, artifacts retrieval interface for querying, filtering and sorting data, and operations for arbitrary custom defined ad hoc run-time queries. We discuss W-DAS publish-subscribe mechanisms and implementation.","PeriodicalId":226237,"journal":{"name":"2012 IEEE 19th International Conference on Web Services","volume":"10 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120919909","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: 14

A Relational Taxonomy of Services for Large Scale Service Repositories 面向大规模服务存储库的关系服务分类

2012 IEEE 19th International Conference on Web Services Pub Date : 2012-06-24 DOI: 10.1109/ICWS.2012.20

Yan Wu, Chungang Yan, Zhijun Ding, Pengwei Wang, Changjun Jiang, Mengchu Zhou

引用次数: 10