2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems最新文献

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Superdiffusive Dispersion and Mixing of Swarms with Reactive Levy Walks 具有反应性列维行走的超扩散分散和群体混合
J. Beal
{"title":"Superdiffusive Dispersion and Mixing of Swarms with Reactive Levy Walks","authors":"J. Beal","doi":"10.1109/SASO.2013.9","DOIUrl":"https://doi.org/10.1109/SASO.2013.9","url":null,"abstract":"A common swarm task is to disperse evenly through an environment from an initial tightly packed formation. Due to communication and sensing limitations, it is often necessary to execute this task with little or no communication between swarm members. Prior approaches based on repulsive forces or uniform random walks motion, unfortunately, converge slowly or pass through bad transient states before converging. A simple integrate-and-fire mechanism, however, can generate modified Levy flights, thereby producing a near-optimal rapid and monotonic dispersion with no communication. This mechanism also produces rapid mixing of swarms and is a plausibly evolvable generator for the Levy flight behaviors observed in biological organisms.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114914636","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
A Search-Based Approach for Architectural Design of Feedback Control Concerns in Self-Adaptive Systems 一种基于搜索的自适应系统反馈控制体系结构设计方法
S. Andrade, R. Macêdo
{"title":"A Search-Based Approach for Architectural Design of Feedback Control Concerns in Self-Adaptive Systems","authors":"S. Andrade, R. Macêdo","doi":"10.1109/SASO.2013.42","DOIUrl":"https://doi.org/10.1109/SASO.2013.42","url":null,"abstract":"A number of approaches for endowing systems with self-adaptive behavior have been proposed over the past years. Among such efforts, architecture-centric solutions with explicit representation of feedback loops have currently been advocated as a promising research landscape. Although noteworthy results have been achieved on some fronts, the lack of systematic representations of architectural knowledge and effective support for well-informed trade-off decisions still poses significant challenges when designing modern self-adaptive systems. In this paper, we present a systematic and flexible representation of design dimensions related to feedback control concerns, a set of metrics which estimate quality attributes of resulting automated designs, and a search-based approach to find out a set of Pareto-optimal candidate architectures. The proposed approach has been fully implemented in a supporting tool and a case study with a self-adaptive cloud computing environment has been undertaken. The results indicate that our approach effectively captures the most prominent degrees of freedom when designing self-adaptive systems, helps to elicit effective subtle designs, and provides useful support for early analysis of trade-off decisions.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116808121","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
Meta-control for Adaptive Cybersecurity in FUZZBUSTER 自适应网络安全的元控制
D. Musliner, Scott E Friedman, J. Rye, Tom Marble
{"title":"Meta-control for Adaptive Cybersecurity in FUZZBUSTER","authors":"D. Musliner, Scott E Friedman, J. Rye, Tom Marble","doi":"10.1109/SASO.2013.29","DOIUrl":"https://doi.org/10.1109/SASO.2013.29","url":null,"abstract":"Modern cyber attackers use sophisticated, highly-automated vulnerability search and exploit development tools to find new ways to break into target computers. To protect against such threats, we are developing FUZZBUSTER, a host-based adaptive security system that automatically discovers faults in hosted applications and incrementally refines and repairs the underlying vulnerabilities. To perform this self-adaptation, FUZZBUSTER uses meta-control to coordinate a diverse and growing set of custom and off-the-shelf fuzz-testing tools. FUZZ Buster's greedy meta-control strategy considers adaptation deadlines, the exploit potential of vulnerabilities, the usage schedule of vulnerable applications, and the expected performance of its various fuzz-testing and adaptation tools. In this paper, we demonstrate how FUZZ Buster's meta-control reasons efficiently about these factors, managing task selection to maximize the system's safety and effectiveness.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"174 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114096742","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
Lightweight Self-organizing Reconfiguration of Opportunistic Infrastructure-mode WiFi Networks 机会型基础设施模式WiFi网络的轻量级自组织重构
Daniel J. Dubois, Yosuke Bando, Konosuke Watanabe, Henry Holtzman
{"title":"Lightweight Self-organizing Reconfiguration of Opportunistic Infrastructure-mode WiFi Networks","authors":"Daniel J. Dubois, Yosuke Bando, Konosuke Watanabe, Henry Holtzman","doi":"10.1109/SASO.2013.41","DOIUrl":"https://doi.org/10.1109/SASO.2013.41","url":null,"abstract":"The purpose of this work is to provide a method for exploiting pervasive wireless communication capabilities that are often underutilized on smart devices (e.g., phones, tables, cameras, TVs, etc.) in an opportunistic and collaborative way. This goal can be accomplished by sharing device resources using their built-in WiFi adapter. In this paper we explain why the standard ad-hoc mode for building mobile peer-to-peer networks is not always the best choice and we propose an alternative self-organizing approach in which an opportunistic infrastructure-mode WiFi network is built. The particularity of this network is that each device can either be an access point or a client and change its role and wireless channel over time. This contribution advances the state of the art by using a context-aware approach that considers actual frequency allocation to other devices and monitored traffic. We finally show that our approach increases the average speed for delivering messages to a level that in several situations outperforms previous work in the area, as well as a simple single-channel ad-hoc WiFi network.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132617557","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: 23
Regulating Concurrency in Software Transactional Memory: An Effective Model-based Approach 软件事务内存中的并发调节:一种有效的基于模型的方法
P. D. Sanzo, Francesco Del Re, Diego Rughetti, B. Ciciani, F. Quaglia
{"title":"Regulating Concurrency in Software Transactional Memory: An Effective Model-based Approach","authors":"P. D. Sanzo, Francesco Del Re, Diego Rughetti, B. Ciciani, F. Quaglia","doi":"10.1109/SASO.2013.35","DOIUrl":"https://doi.org/10.1109/SASO.2013.35","url":null,"abstract":"Software Transactional Memory (STM) is recognized as an effective programming paradigm for concurrent applications. On the other hand, a core problem to cope with in STM deals with (dynamically) regulating the degree of concurrency, in order to deliver optimal performance. We address this problem by proposing a self-regulation approach of the concurrency level, which relies on a parametric analytical performance model aimed at predicting the scalability of the STM application as a function of the actual workload profile. The regulation scheme allows achieving optimal performance during the whole lifetime of the application via dynamic change of the number of concurrent threads according to the predictions by the model. The latter is customized for a specific application/platform through regression analysis, which is based on a lightweight sampling phase. We also present a real implementation of the model-based concurrency self-regulation architecture integrated within the open source TinySTM framework, and an experimental study based on standard STM benchmark applications.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125842800","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: 26
Making Mobile Users' Devices Aware of the Surrounding Physical Environment: An Approach Based on Cognitive Heuristics 让移动用户设备感知周围的物理环境:一种基于认知启发式的方法
M. Mordacchini, A. Passarella, M. Chorley, Gualtiero Colombo, Vlad Tanasescu
{"title":"Making Mobile Users' Devices Aware of the Surrounding Physical Environment: An Approach Based on Cognitive Heuristics","authors":"M. Mordacchini, A. Passarella, M. Chorley, Gualtiero Colombo, Vlad Tanasescu","doi":"10.1109/SASO.2013.38","DOIUrl":"https://doi.org/10.1109/SASO.2013.38","url":null,"abstract":"In this paper we investigate the properties of a cognitive heuristics based approach, by way of which the mobile devices of users can become aware of the physical environment surrounding them. Cognitive heuristics are the mental models used in cognitive psychology to describe how human brains efficiently process the huge amount of information constantly coming from the environment around us. As personal mobile devices represent proxies in the cyber world of their human users, we investigate how the same cognitive heuristics can be used by mobile devices to become self-aware of the features of the physical environment around their users. Specifically, we assume that physical locations are described as a network of tags. We consider a self-organising opportunistic network environment, where devices exchange information when meeting directly. We propose algorithms based on cognitive heuristics through which users' nodes obtain tags either directly when coming in proximity of locations, or indirectly through other nodes they meet. We analyse the properties of the networks of tags resulting at individual nodes, as they emerge from this process, as a function of various cognitive parameters. We show that using cognitive heuristics leads, under the same resource constraints, to much more effective information diffusion with respect to other reference solutions. Interestingly, we find critical thresholds for key parameters that discriminate between information diffusion and information loss. Finally, we show that, despite resource constraints, the structure of the network of tags at individual nodes is remarkably close to the ideal that would be obtained with infinite resources.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129430789","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: 4
Self-Organising Services 自组织服务
G. Serugendo, J. Fernandez-Marquez
{"title":"Self-Organising Services","authors":"G. Serugendo, J. Fernandez-Marquez","doi":"10.1109/SASO.2013.19","DOIUrl":"https://doi.org/10.1109/SASO.2013.19","url":null,"abstract":"This paper discusses the notion of self-organising mechanisms, such as spreading or gossip, provided as services on top of which more complex applications can be built. Their functionality is provided as the result of the interactions among several entities, possibly distributed across several nodes. Self-organising services are either provided as \"core'' services by the underlying platform, or as higher level services. A typical example of a \"core'' service is the diffusion of a gradient, which is a spatial structure spanning multiple nodes. This paper describes a series of self-organising services, their implementation and a crowd steering case study.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128306028","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
Configuration Management for Proactive Adaptation in Pervasive Environments 普适环境中主动适应的配置管理
S. VanSyckel, Dominik Schäfer, Gregor Schiele, C. Becker
{"title":"Configuration Management for Proactive Adaptation in Pervasive Environments","authors":"S. VanSyckel, Dominik Schäfer, Gregor Schiele, C. Becker","doi":"10.1109/SASO.2013.28","DOIUrl":"https://doi.org/10.1109/SASO.2013.28","url":null,"abstract":"Pervasive computing applications have to adapt in order to cope with changes in their environment. Proactive adaptation allows to change the application and/ or the context based on prediction of context and user behavior, in order to reduce adaption delay and provide a seamless service to the user. Thus, such applications are self-organizing systems. Ideally, self-organizing systems adapt by changing their structure or behavior without requiring the user's intervention. A prerequisite to that is the knowledge of the possible configurations and their order with respect to the suitability. We introduce a comprehensive framework based on an application model with suitability and cost metrics. Based on the application model, we construct a CSP and develop an algorithm with two heuristics that finds all configurations. We rate the configurations depending on their expected instantiation using novel utility and cost functions. In the evaluation, we show the feasibility of our approach.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122058588","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: 21
Self-Adapting Coalition Formation Among Electric Vehicles in Smart Grids 智能电网中电动汽车自适应联盟的形成
G. Ramos, J. C. Burguillo, A. Bazzan
{"title":"Self-Adapting Coalition Formation Among Electric Vehicles in Smart Grids","authors":"G. Ramos, J. C. Burguillo, A. Bazzan","doi":"10.1109/SASO.2013.12","DOIUrl":"https://doi.org/10.1109/SASO.2013.12","url":null,"abstract":"In the last years, the need for using multiple energy sources made the concept of smart grids emerge. A smart grid is a fully automated electricity network, which monitors and controls all its elements being able to supply energy in an efficient and reliable way. Within this context, the use of electric vehicles (EVs) and Vehicle-To-Grid (V2G) technologies have been advocated as an efficient way to reduce the intermittent supply associated with renewable energy sources. However, operating on V2G sessions in a cost effective way is not a trivial task for EVs. To address this problem, the formation of coalitions among EVs has been proposed as a mean to improve profitability on V2G sessions. Addressing these scenarios, in this paper we introduce the Self-Adapting Coalition Formation (SACF) method, which is a local and dynamic heuristic-based mechanism for coalition structure generation. In our approach, coalitions are formed observing constraints imposed by the grid to the EVs, which negotiate locally the formation of feasible coalitions among themselves. Based on experiments, we see that SACF is an efficient method, providing good solutions in a simple and low-cost way. SACF is faster than centralized methods and provides solutions with near optimal quality. In dynamic scenarios, SACF also shows very good results, being able to keep the agents gain relatively stable along time, even in quickly changing environments. Its main advantage is that the computational effort is very low, while classical centralized methods are limited to manage no more than a dozen agents in a reasonable amount of time.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125819403","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: 22
A Holonic Control Architecture for a Heterogeneous Multi-Objective Smart Micro-Grid 异构多目标智能微电网的全息控制体系
Sylvain Frey, A. Diaconescu, D. Menga, I. Demeure
{"title":"A Holonic Control Architecture for a Heterogeneous Multi-Objective Smart Micro-Grid","authors":"Sylvain Frey, A. Diaconescu, D. Menga, I. Demeure","doi":"10.1109/SASO.2013.11","DOIUrl":"https://doi.org/10.1109/SASO.2013.11","url":null,"abstract":"Designing the control infrastructure of future ``smart'' power grids is a challenging task. Such grids will integrate a wide variety of heterogeneous producers and consumers that are unpredictable and operate at various scales. Smart grids will need to control these in order to attain global objectives at the macro-level, while also taking into account local objectives and private interests at the micro-level. This paper proposes a holonic control architecture to help meet these requirements. We show how this architecture can integrate heterogeneous control solutions, including - when applicable - existing state-of-the-art solutions for the smart grid. To better illustrate the utility of this generic architecture we exemplify its use via a proof-of-concept implementation, integrating some basic control solutions. We show how this sample holonic controller can manage a grid simulator in several scenarios. Obtained results support our belief that the proposed architecture can facilitate the development of control solutions addressing the aforementioned challenges.","PeriodicalId":441278,"journal":{"name":"2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133737095","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: 38
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