h-ubu: An Industrial-Strength Service-Oriented Component Framework for JavaScript Applications

Industrial track: Effective Industry Use of Software-Engineering ToolsInternational audienceIn the last years, we developed web applications requiring a large amount of JavaScript code. These web applications present adaptation requirements. In addition to platform-centric adaptation, applications have to dynamically react to external events like connectivity disruptions. Building such applications is complex and we faced sharp maintainability challenges. This paper presents h-ubu, a service-oriented component framework for JavaScript allowing building adaptive applications. h-ubu is used in industrial web applications and mobile applications. h-ubu is available in open source, as part of the OW2 Nanoko project

Describing Dynamism in Service Dependencies: Industrial Experience and Feedbacks

International audienceThe rise of dynamic applications is coming with new development challenges. Indeed, dynamism is a complex concern, difficult to perceive and manage by developers. In the context of a large industrial project dealing with fleet management, we had to deal with important environmental and evolutionary dynamism. To make it easier for the development team, we have used and extended the iPOJO service component model. This paper presents how the dynamism is described in component metadata and how it is managed at runtime. The extensions have been integrated into the Apache Felix iPOJO source code

Decentralised architecture for multi-objective autonomic management

Designing and organising large numbers of autonomic resources into a coherent system is a difficult tendeavour. It necessitates handling complex interactions among dynamic, heterogeneous components, autonomic managers and human policies. Several architectural models have been proposed for organising these interactions. This paper focuses on a decentralised approach, while also considering two other possibilities – centralised and hierarchical. An architectural model is proposed and a prototype implementation with corresponding experimental results are subsequently presented and discussed

Evaluation of Regularization-based Continual Learning Approaches: Application to HAR

Pervasive computing allows the provision of services in many important areas, including the relevant and dynamic field of health and well-being. In this domain, Human Activity Recognition (HAR) has gained a lot of attention in recent years. Current solutions rely on Machine Learning (ML) models and achieve impressive results. However, the evolution of these models remains difficult, as long as a complete retraining is not performed. To overcome this problem, the concept of Continual Learning is very promising today and, more particularly, the techniques based on regularization. These techniques are particularly interesting for their simplicity and their low cost. Initial studies have been conducted and have shown promising outcomes. However, they remain very specific and difficult to compare. In this paper, we provide a comprehensive comparison of three regularization-based methods that we adapted to the HAR domain, highlighting their strengths and limitations. Our experiments were conducted on the UCI HAR dataset and the results showed that no single technique outperformed all others in all scenarios considered

RoSe (un framework pour la conception et l'exécution d'applications distribuées dynamiques et hétérogènes)

L'adaptation est aujourd'hui devenue un enjeu majeur en Génie Logiciel. Les ingénieurs sont en effet régulièrement confrontés à des demandes d'évolution qui peuvent prendre de nombreuses formes : mises à jour, nouvelles versions, besoins en nouvelles fonctionnalités, etc. Cette tendance est accrue par l'émergence de nouveaux domaines tels que l'informatique ubiquitaire ou le cloud computing qui exigent des changements dynamiques dans des environnements en constante évolution. Ainsi, dans ces domaines, les ressources sont souvent élastiques, volatiles et hétérogènes. Cette thèse s'intéresse en particulier à la conception et à l'exécution d'applications distribuées composées d'entités hétérogènes et qui nécessitent d'être adaptées durant l'exécution. Notre approche s'appuie sur les modèles à composant orientés service et sur les styles d'architectures SOA et REST. Nous proposons un framework, nommé RoSe, qui permet l'import de ressources distantes dans un framework à composant orienté service et l'export de service locaux. RoSe permet aux développeurs et aux administrateurs de gérer la distribution des applications de manière totalement indépendante et dynamique grâce à un langage de configuration et d'une API dite fluent. Le framework lui-même est modulaire et flexible et supporte l'ajout et le retrait de composants durant l'exécution. L'implantation de RoSe est hébergée au sein du projet OW2 Chameleon et est aujourd'hui utilisée dans plusieurs projets industriels et académiques.Adaptation has now become a major challenge in Software Engineering. Engineers are indeed regularly confronted with requests for changes that can take many forms: updates, new versions, new features need etc. This trend is enhanced by the emergence of new areas such as ubiquitous computing or cloud computing that require dynamic changes in rapidly constantly evolving environments. For instance, in these areas, resources are often elastic, volatile and heterogeneous. %This thesis focuses especially in the design and execution of distributed applications composed of heterogeneous entities which need to be adapted at runtime. Our approach is based on service-oriented component models and on the SOA and REST architectural styles. We propose a framework, named RoSe, which enables the import of remote resources in a service-oriented component framework and the export of local services. RoSe allows developers and administrators to manage the distribution of their application in a totally independent and dynamic way thanks to a configuration language and a fluent API. The framework itself is modular, flexible and supports the addition and removal of components during execution. The implementation of RoSe is hosted by OW2 in the Chameleon project and is now used in several industrial and academic projects.SAVOIE-SCD - Bib.électronique (730659901) / SudocGRENOBLE1/INP-Bib.électronique (384210012) / SudocGRENOBLE2/3-Bib.électronique (384219901) / SudocSudocFranceF

Autonomic Pervasive Applications Driven by Abstract Specifications

Conference in conjunction with ICAC 2012 (International Conference on Autonomic Computing)International audiencePervasive application architectures present stringent requirements that make their development especially hard. In particular, they need to be flexible in order to cope with dynamism in different forms (e.g. service and data providers and consumers). The current trend to build applications out of remote services makes the availability of constituent application components inherently dynamic. Developers can no longer assume that applications are static after development or at run time. Unfortunately, developing applications that are able to cope with dynamism is very complex.Existing development approaches do not provide explicit support for managing dynamism. In this paper we describe Rondo, a tool suite for designing pervasive applications. More specifically, we present our propositions in pervasive application specification, which borrows concepts from service-oriented component assembly, model-driven engineering (MDE) and continuous deployment, resulting in a more flexible approach than traditional application definitions. Then the capabilities of our application model are demonstrated with an example application scenario designed using our approach

Modèles de conception et d'exécution pour la médiation et l'intégration de services

Les systèmes logiciels s'orientent vers des environnements de plus en plus hétérogènes et dynamiques. Cette évolution est induite par différents facteurs : explosion des dispositifs embarqués avec de fortes capacités de calcul, adoption rapide des services distants fournis par des tiers, mobilité des usagers et évolution du contexte associé, etc. Ces facteurs ouvrent de grandes possibilités pour la construction de nouveaux services numériques dans des domaines aussi divers que la santé, le divertissement, la domotique, ou encore le transport. Ces nouveaux domaines d'applications demandent la mise en œuvre des opérations d'intégration dans des contextes dynamiques et hétérogènes. Il est aujourd'hui admis que les approches à services facilitent l'intégration logicielle par la définition de protocoles standard de découverte et de liaison. La problématique d'intégration, au sens médiation, reste néanmoins entière. Le problème principal abordé par cette thèse est l'intégration de services dans des contextes hétérogènes et dynamiques. Plus précisément, nous avons conçu un modèle à composant spécifique à l'intégration logicielle, nommé CILIA. Ce modèle repose sur des composants, appelés médiateurs, et sur un langage d'assemblage de ces médiateurs. CILIA reprend les grands principes du Génie Logiciel tels que l'abstraction, la séparation de préoccupations et la modularité, et s'appuie sur des patrons d'intégration bien connus (Enterprise Integration Patterns). CILIA est implanté sous la forme d'un framework dynamique qui permet la mise à jour à l'exécution des solutions d'intégration. Ce framework CILIA est pleinement opérationnel et disponible en open source. Il est utilisé dans plusieurs projets collaboratifs.Software systems are moving toward highly dynamic and heterogeneous environments. This dynamism is derived by several factors: the massive arrival of embedded devices with computing capabilities, the rapid adoption of newer distributed services provided by third parties, the user mobility and the constantly changing context, etc. These factors open up great opportunities for the construction of new and innovative services on several application domains, such as health-care systems, entertainment systems, home automation systems, transportation or traceability systems. These new application areas require the implementation of integration operations in dynamic and heterogeneous environments. It is well known that service-oriented computing eases the implementation of integrating systems by defining standard protocols to perform the discovery and the binding. However, some interoperability concerns, such as mediating, have been still unresolved. In this work we address the integration concern of service integration in dynamic and highly evolving environments. Specifically, we have developed an integration-specific component model called CILIA. This model is based on components, called mediators, and its assembly language. CILIA respects software engineering principles such as abstraction, separation of concerns, modularity, and anticipation of change and also it is influenced by the well-known enterprise integration patterns (EIP). CILIA has been developed as a dynamic framework that allows us to perform dynamic modifications at run-time on the integrated solutions. This framework is entirely developed and operational. It is available as an open source project and has been used by several collaborative projects.SAVOIE-SCD - Bib.électronique (730659901) / SudocGRENOBLE1/INP-Bib.électronique (384210012) / SudocGRENOBLE2/3-Bib.électronique (384219901) / SudocSudocFranceF

Adaptable multimodal interfaces in pervasive environments

M1-4: Emerging Consumer TechnologiesInternational audienceIn the context of pervasive environments, multimodal interaction plays a pivotal role because multimodality provides flexibility and naturalness for interaction. The challenge of multimodal interfaces in pervasive environments is then to build reliable and autonomic processing systems able to analyze and understand multiple interaction modalities and reconfigure itself in real-time. Addressing this issue, we have developed an autonomic framework called DynaMo (Dynamic multiMOdality) for the development and runtime management of multimodal interaction in pervasive environments. DynaMo is composed by a specification language dedicated to the multimodality domain and a runtime machine that instantiates these specifications. In this paper, we present the overall architecture of our solution DynaMo that is based on partial interaction models, and how these models are completed at runtime to build multimodal interfaces adapted to the local execution environment

AutoHome: an Autonomic Management Framework for Pervasive Home Applications

International audienceThis paper introduces the design of the AutoHome service oriented framework to simplify the development and runtime adaptive support of autonomic pervasive applications. To this end, we describe our novel open infrastructure for building and executing home applications. This includes the amalgamation of the two computing areas of Autonomics and Service Orientation, to produce a Component-based platform providing facilities including monitoring, touchpoints and other common autonomic services. This infrastructure uniquely blends the advantages of distributed autonomic control with global conflict management in a management hierarchy. We discuss this platform in terms of pervasive home systems and show how one would develop such a system for two examples of automated home applications: intruder detection and medical support respectively. Both applications were built within our framework and evaluated showing that the use of the framework introduces minimal overheads but provides many benefits. We then conclude by highlighting the contributions of AutoHome and a discussion about the lessons learned, limitations and future research directions

IAS: an IoT Architectural Self-adaptation Framework

International audienceThis paper develops a generic approach to model control loops and their interac- tion within the Internet of Things (IoT) environments. We take advantage of MAPE-K loops to enable architectural self-adaptation. The system’s architectural setting is aligned with the adaptation goals and the components run-time situation and constraints. We introduce an integrated framework for IoT Architectural Self-adaptation (IAS) where functional control elements are in charge of environmental adaptation and autonomic control elements handle the functional system’s architectural adaptation. A Queuing Networks (QN) approach was used for modeling the IAS. The IAS-QN can model control levels and their interaction to perform both architectural and environmental adaptations. The IAS-QN was modeled on a smart grid system for the Melle-Longchamp area (France). Our architectural adaptation approach successfully set the propositions to enhance the performance of the electricity trans- mission system. This industrial use-case is a part of CPS4EU European industrial innovation pro ject