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2018 IEEE World Congress on Services (SERVICES)最新文献

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A B2B Team Formation Microservice for Collaborative Manufacturing in Industry 4.0 面向工业4.0协同制造的B2B团队组建微服务
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00032
Sonia Cisneros-Cabrera, P. Sampaio, N. Mehandjiev
Manufacturing in supply chains commonly involves collaboration between multiple and diverse enterprises forming temporary coalitions. The matchmaking and assembly of multi-organizational resources to respond to a business opportunity is a key stage in production and supply chain management, particularly in the selection of suppliers taking into account enterprises of different sizes, capabilities and marketplace reputations. Industry 4.0 technologies can have a positive impact on collaborative manufacturing by digitalizing the team formation stage, speeding-up the collaboration process, minimizing supplier risk and maximizing coalition potential. This paper proposes a microservice for team formation to facilitate collaborative manufacturing in the context of Industry 4.0, guided by Design Science research practices and involving stakeholders' vision from the automotive and aviation industries. From a technical perspective, the microservice design is conceived to facilitate interoperability with Business-to-Business (B2B) platforms.
供应链中的制造通常涉及多个不同企业之间形成临时联盟的合作。在生产和供应链管理中,特别是在考虑到不同规模、能力和市场声誉的企业选择供应商时,多组织资源的匹配和组装是一个关键阶段。工业4.0技术可以通过数字化团队组建阶段、加快协作过程、最大限度地降低供应商风险和最大化联盟潜力,对协同制造产生积极影响。本文以设计科学研究实践为指导,结合汽车和航空行业利益相关者的愿景,提出了一种微服务,用于团队组建,以促进工业4.0背景下的协同制造。从技术角度来看,微服务设计是为了促进与企业对企业(B2B)平台的互操作性。
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引用次数: 14
IEEE Services 2018 Industry Program IEEE服务2018行业计划
Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00012
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引用次数: 0
Service Migration for Deadline-Varying User-Generated Data in Mobile Edge-Clouds 移动边缘云中随时间变化的用户生成数据的服务迁移
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00039
Zhipeng Gao, Jie Meng, Qian Wang, Yang Yang
Mobile edge computing is a promising paradigm to compensate for the lack of traditional cloud computing, which has a variety of application scenarios. However, the migration of user-generated data in edge networks is a key issue which involves in transmission costs, the mobility of users, transmission resources, etc. In this paper, we focus on migrating deadline-varying user-generated data to edge servers, considering the tasks characteristics and contact patterns between nodes. We design a heuristic algorithm and propose the online algorithm using real-time information to save the cost of transmission. Further, we conduct the extensive simulations to demonstrate the effectiveness of our algorithms.
移动边缘计算是弥补传统云计算不足的一种很有前景的范式,具有多种应用场景。然而,用户生成数据在边缘网络中的迁移是一个关键问题,涉及到传输成本、用户移动性、传输资源等问题。在本文中,我们主要考虑任务特征和节点之间的联系模式,将截止日期变化的用户生成数据迁移到边缘服务器。我们设计了一种启发式算法,并提出了利用实时信息的在线算法,以节省传输成本。此外,我们进行了广泛的模拟,以证明我们的算法的有效性。
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引用次数: 4
2nd IEEE Women in Services Computing Workshop 第二届IEEE服务计算女性研讨会
Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00013
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引用次数: 0
Low-Cost Distributed Key Management 低成本分布式密钥管理
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00042
V. Gopal, Shikha Fadnavis, Joel Coffman
Key management is one of the biggest challenges in cryptography. Traditionally, organizations stored cryptographic keys using file-based storage, which is insecure due to the lack of sufficient authentication. To overcome this issue, industry has moved towards using Hardware Security Modules (HSMs) for storing cryptographic keys. However, storing keys on HSMs does not ensure high availability if they fail due to network outages or lack of sufficient resources. Major cloud offerings provide high-availability key management solutions, but their cost may be prohibitively high for small-and mid-sized organizations. In this paper, we propose a system that combines distributed object storage with Trusted Platform Modules (TPMs) to ensure secure storage of keys, high availability of sensitive data, and ease of deployment. We envision this system as an attractive alternative for key management in private and public cloud settings.
密钥管理是密码学中最大的挑战之一。传统上,组织使用基于文件的存储存储加密密钥,由于缺乏足够的身份验证,这是不安全的。为了克服这个问题,业界已经转向使用硬件安全模块(hsm)来存储加密密钥。但是,如果hsm由于网络中断或缺乏足够的资源而失败,将密钥存储在hsm上并不能确保高可用性。主要的云产品提供高可用性的密钥管理解决方案,但是它们的成本对于中小型组织来说可能过高。本文提出了一种将分布式对象存储与可信平台模块(TPMs)相结合的系统,以确保密钥的安全存储、敏感数据的高可用性和易于部署。我们设想该系统将成为私有云和公共云设置中密钥管理的一个有吸引力的替代方案。
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引用次数: 1
Similarity Matching for Workflows in Medical Domain Using Topic Modeling 基于主题建模的医疗领域工作流相似度匹配
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00023
Khalid Khawaji, Ibrahim Almubark, Abdullah Almalki, Bradley W Taylor
The healthcare industry is a complex domain involving a range of different interests including individual patients, medical service providers, hospitals, clinics, and support organizations, including insurance, testing, and research organizations. Given increasing patient loading, accelerating expansion of domain knowledge, advent of online healthcare and the greater number of institutions now participating in medical decision making, the challenges of its management are daunting. Handling of data has already evolved from individual care providers operating in isolation to varied approaches more reliant on automated systems. Expert systems have become more welcome, but in isolation, provide limited assistance. We develop a corpus of automatically captured information using workflow technology of patient history, testing and treatment along with disease research, symptoms, and treatment. We present an automated method using topic modeling and knowledge-based similarity measurements to suggest meaningful similarities between patients and applicable diagnoses.
医疗保健行业是一个复杂的领域,涉及一系列不同的利益,包括个体患者、医疗服务提供商、医院、诊所和支持组织,包括保险、测试和研究组织。考虑到不断增加的患者负荷、领域知识的加速扩展、在线医疗保健的出现以及参与医疗决策的机构数量的增加,其管理面临的挑战令人生畏。数据处理已经从单个护理提供者孤立操作发展到更依赖自动化系统的各种方法。专家系统越来越受欢迎,但孤立地提供的帮助有限。我们使用患者病史、测试和治疗以及疾病研究、症状和治疗的工作流技术开发了一个自动捕获信息的语料库。我们提出了一种自动化的方法,使用主题建模和基于知识的相似性测量来建议患者和适用诊断之间有意义的相似性。
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引用次数: 0
Fraud Phone Calls Analysis Based on Label Propagation Community Detection Algorithm 基于标签传播社区检测算法的诈骗电话分析
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00025
Lu Peng, Rongheng Lin
With the continuous development of communications industry, the majority of users gradually enjoy a variety of communications services. In the meantime, however, more and more fraud phones appears in the user's daily life. Although there are currently many interception schemes for fraud phones, they all belong to passive interception and rely on intelligent terminals. Therefore, this paper proposes a fraud phone calls analysis method based on label propagation community detection algorithm (LPA). Call content data are transformed into complex network. The LPA algorithm is used to generate fraud communities on this complex network. Detail analysis is also carried out for extracting the detail of communities. Results show that the methods can help to quickly identity the fraud phone calls.
随着通信行业的不断发展,广大用户逐渐享受到各种各样的通信服务。然而,与此同时,越来越多的诈骗电话出现在用户的日常生活中。虽然目前针对诈骗电话的拦截方案很多,但都属于被动拦截,依赖于智能终端。为此,本文提出了一种基于标签传播社区检测算法(LPA)的诈骗电话分析方法。呼叫内容数据被转换成复杂的网络。利用LPA算法在该复杂网络上生成欺诈社区。并进行了细节分析,提取群落细节。结果表明,该方法可以帮助快速识别诈骗电话。
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引用次数: 11
IEEE Services 2018 Keynotes IEEE服务2018主题演讲
Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00009
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引用次数: 0
Pattern Recognition on Usage of Operational Clothing in Canadian Armed Forces 加拿大武装部队作战服装使用模式识别
Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00015
M. Fang
The Canadian Department of National Defence has been issuing Operational Clothing at no cost to Canadian Armed Forces (CAF) members based on tear and wear through clothing stores for many years. A significant change will be introduced: CAF is considering using annual point allocations and quantity caps to manage the expenditure of Operational Clothing though an e-business. To build such a point system, this research studied usage patterns of Operational Clothing and identified the differentiating factors affecting the usage patterns based on ten years of massive individual clothing transaction data and individual personnel data. Not only traditional statistical tests but also diagnostic analytics have been used for the analysis. The results of this study will inform decision making on the establishment of the new point system for managing expenditure of the Operational Clothing for CAF.
加拿大国防部多年来一直通过服装店向加拿大武装部队(CAF)成员免费发放作战服。一项重大改变将会出现:CAF正考虑使用年度积分分配和数量上限,通过电子商务管理营运服装的开支。为了构建这样一个积分系统,本研究通过对作战服的使用模式进行研究,并基于十年来的海量个人服装交易数据和个人人员数据,识别出影响作战服使用模式的差异化因素。除了传统的统计检验外,还采用了诊断分析方法。这项研究的结果将为有关建立新的记分制度以管理中非武装部队作战服开支的决策提供参考。
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引用次数: 0
IEEE Services 2018 Tutorial Program IEEE服务2018教程计划
Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00011
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引用次数: 0
期刊
2018 IEEE World Congress on Services (SERVICES)
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