2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops最新文献

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Advanced Manufacturing: An Industrial Application for Collective Adaptive Systems 先进制造:集体自适应系统的工业应用
D. Sanderson, Nikolas Antzoulatos, J. Chaplin, D. Busquets, J. Pitt, C. German, Alan Norbury, E. Kelly, S. Ratchev
{"title":"Advanced Manufacturing: An Industrial Application for Collective Adaptive Systems","authors":"D. Sanderson, Nikolas Antzoulatos, J. Chaplin, D. Busquets, J. Pitt, C. German, Alan Norbury, E. Kelly, S. Ratchev","doi":"10.1109/SASOW.2015.15","DOIUrl":"https://doi.org/10.1109/SASOW.2015.15","url":null,"abstract":"Driven by market trends towards highly-personalised products, the manufacturing industry is facing a variety of challenges that require systems to be adaptive, robust, resilient, and responsive. Collective adaptive systems have the potential to provide solutions to a wide variety of these problems. This paper has two main aims: to highlight shared problems between industry and the collective adaptive systems research area, where solutions would enable a transformative impact on the manufacturing domain, and to generate discussion around the application of collective adaptive systems approaches to facilitate further adoption of such techniques in industry. This paper therefore focusses on a real-world industrial manufacturing scenario that is to be used as a demonstration to investigate the application of collective adaptive systems to the manufacturing domain. A number of key issues are discussed, along with a number of potential approaches, with the hope of generating further discussion.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124377847","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: 18
A Research Overview and Evaluation of Performance Metrics for Self-Organization Algorithms 自组织算法性能指标的研究综述与评价
Benedikt Eberhardinger, Gerrit Anders, H. Seebach, Florian Siefert, W. Reif
{"title":"A Research Overview and Evaluation of Performance Metrics for Self-Organization Algorithms","authors":"Benedikt Eberhardinger, Gerrit Anders, H. Seebach, Florian Siefert, W. Reif","doi":"10.1109/SASOW.2015.25","DOIUrl":"https://doi.org/10.1109/SASOW.2015.25","url":null,"abstract":"Self-organization (SO) algorithms are supposed to restructure and reconfigure the system at run-time in order to empower it to fulfill its requirements under uncertain environmental conditions. For this purpose, information about the state of the environment and the system is used in feedback loops to establish a flexible, powerful system. Consequently, the performance of the SO algorithms has a significant effect on the overall performance of the system. Indeed, it is hard to design high-performing SO algorithms, because the environmental conditions the system has to operate in are partially unpredictable at design time. A crucial aid for the development of SO algorithms are tools that enable the evaluation of the algorithms' performance at design time. These tools could also be used to select the best-fitting algorithm and parametrization for a specific application, among others. We show how existing performance metrics can be applied to SO algorithms by evaluating different partition-based algorithms. Based on these results, we discuss the advantages and limitations of the existing metrics and deduce requirements for performance metrics for SO algorithms.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127392697","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
Toward Predicting Distributed Systems Dynamics 预测分布式系统动力学
Amy Kumar, J. Beal, S. Dasgupta, R. Mudumbai
{"title":"Toward Predicting Distributed Systems Dynamics","authors":"Amy Kumar, J. Beal, S. Dasgupta, R. Mudumbai","doi":"10.1109/SASOW.2015.16","DOIUrl":"https://doi.org/10.1109/SASOW.2015.16","url":null,"abstract":"Systems of \"building block\" algorithms can guarantee that self-organizing systems eventually converge to a predictable state, but what of their dynamical behavior in environments with ongoing changes? To begin to address this challenge, we analyze a commonly used distributed distance estimation algorithm from a stability theory perspective, identifying key properties of monotonicity and dynamical behavior envelope. This allows standard stability theory analysis to be applied to predict the behavior of the algorithm in response to persistent perturbation, both in isolation and as part of a composite system, as demonstrated both analytically and in simulation.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128418201","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: 10
All Together Now: Collective Intelligence for Computer-Supported Collective Action 现在一起行动:计算机支持的集体行动的集体智慧
G. Valetto, A. Bucchiarone, K. Geihs, M. Büscher, K. Petersen, Andrzej Nowak, Agnieszka Rychwalska, J. Pitt, J. Shalhoub, F. Rossi, Paolo Silingardi, Paola Bernardeschi
{"title":"All Together Now: Collective Intelligence for Computer-Supported Collective Action","authors":"G. Valetto, A. Bucchiarone, K. Geihs, M. Büscher, K. Petersen, Andrzej Nowak, Agnieszka Rychwalska, J. Pitt, J. Shalhoub, F. Rossi, Paolo Silingardi, Paola Bernardeschi","doi":"10.1109/SASOW.2015.7","DOIUrl":"https://doi.org/10.1109/SASOW.2015.7","url":null,"abstract":"In this position paper, we argue that a new methodological paradigm and software platform is required for developing citizen-oriented social computing applications. The platform that we propose is based on the idea of 'Collective Intelligence as a Service', and is grounded in the formalisation of computational models derived from an empirical analysis of psychological processes and social practices. This in turn provides the enablers for developing radically innovative tools for computational sustainability and computer-supported collective action in smart communities (e.g. Smart cities). Our vision is illustrated with two exemplars, one a healthcare application for patients with peripheral arterial disease, and the other an application for collaborative energy conservation to meet targets set out in a city's Sustainable Energy Action Plan.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123831288","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
Quality Trade-offs in Self-Protecting System 自我保护系统中的质量权衡
D. Le
{"title":"Quality Trade-offs in Self-Protecting System","authors":"D. Le","doi":"10.1109/SASOW.2015.30","DOIUrl":"https://doi.org/10.1109/SASOW.2015.30","url":null,"abstract":"The complexity of software systems has raised many challenges in the way they will be installed, configured, deployed and merged in the near future. The vision of a self-protecting system with the capability of defending itself as a whole as well as planning how to mitigate the attack given different scenarios and requirements is one of the most promising research directions to solve these challenges. In this paper, we present an approach to leverage the progress in self-protecting system research with the focus on building prototypes for self-protecting systems for the purpose of experimentally studying quality of service and security trade-offs of various self-protection solutions.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133253788","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
CINDAM: Customized Information Networks for Deception and Attack Mitigation 用于欺骗和攻击缓解的定制信息网络
Seth Robertson, S. Alexander, Josephine Micallef, Jonathan Pucci, James Tanis, A. Macera
{"title":"CINDAM: Customized Information Networks for Deception and Attack Mitigation","authors":"Seth Robertson, S. Alexander, Josephine Micallef, Jonathan Pucci, James Tanis, A. Macera","doi":"10.1109/SASOW.2015.23","DOIUrl":"https://doi.org/10.1109/SASOW.2015.23","url":null,"abstract":"The topology of networks typically remains static over long periods of time, giving attackers the advantage of long planning cycles to develop, test, and refine targeted attacks. The CINDAM design preempts the attacker by creating ephemeral, per-host views of the protected enclave to transform the constant topology of computing networks into deceptive, mutable, and individualized ones that are able to impede nation-state attacks while still providing mission services to legitimate users. CINDAM achieves this deception without affecting network operations and without modifying client and server software. CINDAM is being implemented using software-defined networking technology for a cost-effective cyber deception solution.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"246 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114657594","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: 17
A Testing Scheme for Self-Adaptive Software Systems with Architectural Runtime Models 具有体系结构运行时模型的自适应软件系统测试方案
Joachim Hänsel, T. Vogel, H. Giese
{"title":"A Testing Scheme for Self-Adaptive Software Systems with Architectural Runtime Models","authors":"Joachim Hänsel, T. Vogel, H. Giese","doi":"10.1109/SASOW.2015.27","DOIUrl":"https://doi.org/10.1109/SASOW.2015.27","url":null,"abstract":"Self-adaptive software systems (SASS) are equipped with feedback loops to adapt autonomously to changes of the software or environment. In established fields, such as embedded software, sophisticated approaches have been developed to systematically study feedback loops early during the development. In order to cover the particularities of feedback, techniques like one-way and in-the-loop simulation and testing have been included. However, a related approach to systematically test SASS is currently lacking. In this paper we therefore propose a systematic testing scheme for SASS that allows engineers to test the feedback loops early in the development by exploiting architectural runtime models. These models that are available early in the development are commonly used by the activities of a feedback loop at runtime and they provide a suitable high-level abstraction to describe test inputs as well as expected test results. We further outline our ideas with some initial evaluation results by means of a small case study.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134552343","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: 16
An Approach for Collective Adaptation in Socio-Technical Systems 社会技术系统中的集体适应方法
A. Bucchiarone, Naranker Dulay, Anna Lavygina, A. Marconi, Heorhi Raik, A. Russo
{"title":"An Approach for Collective Adaptation in Socio-Technical Systems","authors":"A. Bucchiarone, Naranker Dulay, Anna Lavygina, A. Marconi, Heorhi Raik, A. Russo","doi":"10.1109/SASOW.2015.12","DOIUrl":"https://doi.org/10.1109/SASOW.2015.12","url":null,"abstract":"Socio-technical systems are systems where autonomous humans and computational entities collectively collaborate with each other to satisfy their goals in a dynamic environment. To be resilient, such systems need to adapt to unexpected human behaviours and exogenous changes in the environment. In this paper, we describe a framework for the development of social-technical systems where adaptation is itself a collective process driven by the awareness of capabilities, goals, constraints and preferences of humans and entities, and knowledge of the environment. The adaptation is controlled by a multi-criteria decision making function combined with an analytic hierarchic process (AHP). We present our approach, the collective adaptation algorithm, and its application to a smart mobility scenario.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125447857","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
Privacy-by-Norms Privacy Expectations in Online Interactions 在线互动中的隐私期望
T. Patkos, G. Flouris, P. Papadakos, Antonis Bikakis, Pompeu Casanovas, Jorge González-Conejero, Rebeca Varela Figueroa, Anthony Hunter, Guðjón Idir, G. Ioannidis, Marta Kacprzyk-Murawska, Andrzej Nowak, J. Pitt, D. Plexousakis, Agnieszka Rychwalska, Alexandru Stan
{"title":"Privacy-by-Norms Privacy Expectations in Online Interactions","authors":"T. Patkos, G. Flouris, P. Papadakos, Antonis Bikakis, Pompeu Casanovas, Jorge González-Conejero, Rebeca Varela Figueroa, Anthony Hunter, Guðjón Idir, G. Ioannidis, Marta Kacprzyk-Murawska, Andrzej Nowak, J. Pitt, D. Plexousakis, Agnieszka Rychwalska, Alexandru Stan","doi":"10.1109/SASOW.2015.5","DOIUrl":"https://doi.org/10.1109/SASOW.2015.5","url":null,"abstract":"In an increasingly instrumented and inter-connected digital world, citizens generate vast amounts of data, much of it personal, and nearly all of it valuable. However, controlling who can collect it, limiting what they can do with it, and determining how best to protect it, remain deeply undecided issues. This position paper proposes a socio-technical solution based on collective awareness and informed consent, whereby data collection and data protection norms are configured by the users themselves, using a collaborative participatory process of argumentation. This refers to the ability of users to understand privacy-related documents and their implications via participatory processes, wisdom-of-the-crowds approaches and visual cues. By strengthening the trust bond between service developers and users, the transformative impact of this solution, called Privacy-by-Norms (Pb Norms), will be to encourage innovation and to ensure that (big) data's (tiny) generators are also its beneficiaries. Pb Norms will aim to complement existing top-down solutions to data protection that rely on technical or legal provisions. The goal is to enable citizens to express their privacy expectations through the use of mature ICT technologies from the fields of Computational Argumentation and the Semantic Web.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125158451","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
A Keyless Gossip Algorithm Providing Light-Weight Data Privacy for Prosumer Markets 为产销市场提供轻量级数据隐私的无钥匙八卦算法
Sascha Niro, Jose M. Lopez, D. Westhoff, Andreas H. Christ
{"title":"A Keyless Gossip Algorithm Providing Light-Weight Data Privacy for Prosumer Markets","authors":"Sascha Niro, Jose M. Lopez, D. Westhoff, Andreas H. Christ","doi":"10.1109/SASOW.2015.10","DOIUrl":"https://doi.org/10.1109/SASOW.2015.10","url":null,"abstract":"We propose secure multi-party computation techniques for the distributed computation of the average using a privacy-preserving extension of gossip algorithms. While recently there has been mainly research on the side of gossip algorithms (GA) for data aggregation itself, to the best of our knowledge, the aforementioned research line does not take into consideration the privacy of the entities involved. More concretely, it is our objective to not reveal a node's private input value to any other node in the network, while still computing the average in a fully-decentralized fashion. Not revealing in our setting means that an attacker gains only minor advantage when guessing a node's private input value. We precisely quantify an attacker's advantage when guessing - as a mean for the level of data privacy leakage of a node's contribution. Our results show that by perturbing the input values of each participating node with pseudo-random noise with appropriate statistical properties (i) only a minor and configurable leakage of private information is revealed, by at the same time (ii) providing a good average approximation at each node. Our approach can be applied to a decentralized prosumer market, in which participants act as energy consumers or producers or both, referred to as prosumers.","PeriodicalId":384469,"journal":{"name":"2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127829633","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
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