2021 IEEE International Conference on Web Services (ICWS)最新文献

COPA: A Combined Autoscaling Method for Kubernetes COPA: Kubernetes的组合自动缩放方法

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00061

Zhijun Ding, Qichen Huang

引用次数: 7

ServeNet-LT: A Normalized Multi-head Deep Neural Network for Long-tailed Web Services Classification 用于长尾Web服务分类的规范化多头深度神经网络

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00025

Jing Zhang, Yang Chen, Yilong Yang, Changran Lei, Deqiang Wang

引用次数: 4

Automatic Control Network Anomaly Detection Based on Behavior Understanding 基于行为理解的自动控制网络异常检测

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00087

Jianhui Luo

引用次数: 0

Quantum Token for Network Authentication 用于网络身份验证的量子令牌

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00095

Huimin Chen, H. Jia, Xia Wu, Xiuli Wang, Maoning Wang

引用次数: 3

Lightweight and Context-aware Modeling of Microservice-based Internet of Things 基于微服务的物联网的轻量级和上下文感知建模

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00046

Zhen Wang, Chang-ai Sun, Marco Aiello

{"title":"Lightweight and Context-aware Modeling of Microservice-based Internet of Things","authors":"Zhen Wang, Chang-ai Sun, Marco Aiello","doi":"10.1109/ICWS53863.2021.00046","DOIUrl":"https://doi.org/10.1109/ICWS53863.2021.00046","url":null,"abstract":"Service-Oriented Architecture (SOA) provides a scalable framework for heterogeneous, pervasive Internet of Things (IoT) devices. For such open and dynamic infrastructure, a proper service description schema is fundamental to unify the self-description of services. However, existing approaches mainly rely on verbose service protocols which produce unnecessary service overhead for resource limited devices. In addition, these approaches usually focus on describing service functions while largely ignoring context characteristics of IoT services. A lightweight and context-aware service description approach is yet to be proposed. In this paper, we propose a context-aware IoT service description approach based on the microservice architecture. Our approach not only provides a service description schema with lightweight protocols, but also comprehensively describes the context, service, and interface characteristics of IoT services. We demonstrate the applicability and effectiveness of our approach for the case of a smart elderly care system. Furthermore, we provide a comparison with related approaches to elaborate on pros and cons of our proposal with respect to the state of the art in the field.","PeriodicalId":213320,"journal":{"name":"2021 IEEE International Conference on Web Services (ICWS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129387835","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: 3

Multiple Features Driven Author Name Disambiguation 多特征驱动的作者姓名消歧

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00071

Qiang Zhou, Wei Chen, Weiqing Wang, Jiajie Xu, Lei Zhao

{"title":"Multiple Features Driven Author Name Disambiguation","authors":"Qiang Zhou, Wei Chen, Weiqing Wang, Jiajie Xu, Lei Zhao","doi":"10.1109/ICWS53863.2021.00071","DOIUrl":"https://doi.org/10.1109/ICWS53863.2021.00071","url":null,"abstract":"Author Name Disambiguation (AND) has received more attention recently, accompanied by the increase of academic publications. To tackle the AND problem, existing studies have proposed many approaches based on different types of information, such as raw document feature (e.g., co-author, title, and keywords), fusion feature (e.g., a hybrid publication embedding based on raw document feature), local structural information (e.g., a publication's neighborhood information on a graph), and global structural information (e.g., the interactive information between a node and others on a graph). However, there has been no work taking all the above-mentioned information into account for the AND problem so far. To fill the gap, we propose a novel framework namely MFAND (Multiple Features Driven Author Name Disambiguation). Specifically, we first employ the raw document and fusion feature to construct six similarity graphs for each author name to be disambiguated. Next, the global and local structural information extracted from these graphs is fed into a novel encoder called R3JG, which integrates and reconstructs the above-mentioned four types of information associated with an author, with the goal of learning the latent information to enhance the generalization ability of the MFAND. Then, the integrated and reconstructed information is fed into a binary classification model for disambiguation. Note that, several pruning strategies are applied before the information extraction to remove noise effectively. Finally, our proposed framework is investigated on two real-world datasets, and the experimental results show that MFAND performs better than all state-of-the-art methods.","PeriodicalId":213320,"journal":{"name":"2021 IEEE International Conference on Web Services (ICWS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129389038","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: 1

Crowd-Powered Hybrid Classification Services: Calibration is all you need 众动力混合分类服务:校准是所有你需要的

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00019

Burcu Sayin, E. Krivosheev, Jorge Ramírez, F. Casati, E. Taran, V. Malanina, Jie Yang

引用次数: 2

Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems 筛:分布式微服务系统中基于注意力的端到端跟踪数据采样

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00063

Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen, Zibin Zheng

引用次数: 6

Monolith to Microservice Candidates using Business Functionality Inference 使用业务功能推断的单体到微服务候选者

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/ICWS53863.2021.00104

Shivali Agarwal, Raunak Sinha, G. Sridhara, Pratap Das, Utkarsh Desai, Srikanth G. Tamilselvam, Amith Singhee, Hiroaki Nakamuro

{"title":"Monolith to Microservice Candidates using Business Functionality Inference","authors":"Shivali Agarwal, Raunak Sinha, G. Sridhara, Pratap Das, Utkarsh Desai, Srikanth G. Tamilselvam, Amith Singhee, Hiroaki Nakamuro","doi":"10.1109/ICWS53863.2021.00104","DOIUrl":"https://doi.org/10.1109/ICWS53863.2021.00104","url":null,"abstract":"In this paper, we propose a novel approach for monolith decomposition, that maps the implementation structure of a monolith application to a functional structure that in turn can be mapped to business functionality. First, we infer the classes in the monolith application that are distinctively representative of the business functionality in the application domain. This is done using formal concept analysis on statically determined code flow structures in a completely automated manner. Then, we apply a clustering technique, guided by the inferred representatives, on the classes belonging to the monolith to group them into different types of partitions, mainly: 1) functional groups representing microservice candidates, 2) a utility class group, and 3) a group of classes that require significant refactoring to enable a clean microservice architecture. This results in microservice candidates that are naturally aligned with the different business functions exposed by the application. A detailed evaluation on four publicly available applications show that our approach is able to determine better quality microservice candidates when compared to other existing state of the art techniques. We also conclusively show that clustering quality metrics like modularity are not reliable indicators of microservice candidate goodness.","PeriodicalId":213320,"journal":{"name":"2021 IEEE International Conference on Web Services (ICWS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128282654","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: 6

Reviewers ICWS 2021

2021 IEEE International Conference on Web Services (ICWS) Pub Date : 2021-09-01 DOI: 10.1109/icws53863.2021.00010

引用次数: 0