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Integrating Performance and Reliability Analysis in a Non-Functional MDA Framework [chapter]

Vittorio Cortellessa, Antinisca Di Marco, Paola Inverardi
2007 Lecture Notes in Computer Science  
We plug into the framework two methodologies, one for performance analysis and one for reliability assessment, and we illustrate the relationships between non-functional models and software models.  ...  For this aim, Computation Independent, Platform Independent and Platform Specific Models are also defined in the non-functional domains taken into consideration, that are performance and reliability. 1  ...  However, none of such approaches defines a global framework that embeds non-functional aspects within the whole MDA (i.e. at CIM, PIM and PSM levels) in an integrated manner.  ... 
doi:10.1007/978-3-540-71289-3_6 fatcat:po2wd5urc5dxreodpwxxn2gsa4

Toward a New Approach for Modeling Dependability of Data Warehouse System [article]

I. Hilal, N. Afifi, R. Filali Hilali, M. Ouzzif
2013 arXiv   pre-print
Then we present our approach inspired from the MDA (Model Driven Architecture) approach to model dependability s aspects namely: availability, reliability, maintainability and security, taking into account  ...  Therefore, it requires the adoption of a methodology that will ensure the integration of aspects of dependability since the early stages of project DWS.  ...  Those goals involve the guarantee of non-functional requirements such as availability, reliability, security, confidentiality, integrity and maintainability which are encompassed in the dependability"s  ... 
arXiv:1311.1181v1 fatcat:aql7jqmpbnhq5hix763wrbgdny

Integration of Reliability and Performance Analyses for Active Network Services

María del Mar Gallardo, Jesús Martínez, Pedro Merino, Guillermo Rodríguez
2005 Electronical Notes in Theoretical Computer Science  
In recent years a lot of research has been carried out to design languages and tools to manage both functional and performance analysis with only one description, specially within communities devoted to  ...  interest (currently, reliability and performance).  ...  analysis models (PSMs) for tools that perform reliability and performance checks.  ... 
doi:10.1016/j.entcs.2004.08.066 fatcat:pm4dddq5irc3jh44n2mqa33rgu

Modeling and Analyzing Non-Functional Properties to Support Software Integration [chapter]

Henning Agt, Gregor Bauhoff, Ralf-D. Kutsche, Nikola Milanovic
2011 Lecture Notes in Business Information Processing  
We introduce a model-based process that allows dynamic definition of non-functional properties in the context of software integration, present a NFP taxonomy, and propose a method for formal analysis of  ...  Still, very few established methodologies exist, especially those addressing integration with respect to non-functional properties.  ...  Description and analysis of non-functional properties plays an important role in software development based on MDA.  ... 
doi:10.1007/978-3-642-22056-2_15 fatcat:ipbhsyybzjgx7ejgfcvgdrb3wm

Improving Requirements Specification in WebREd-Tool by Using a NFR's Classification [chapter]

José Alfonso Aguilar, Sanjay Misra, Anibal Zaldívar, Roberto Bernal
2013 Lecture Notes in Computer Science  
In Software Engineering (SE), a system has properties that emerge from the combination of its parts, these emergent properties will surely be a matter of system failure if the Non-Fuctional Requirements  ...  specification to make better design decisions and also to be used to validate the quality of the final Web application.  ...  PROFAPI2013 with the project: "Aplicación de la Ingeniería de Requisitos Orientada a Objetivos en la Ingeniería Web Dirigida por Modelos" from Universidad Autónoma de Sinaloa (México).  ... 
doi:10.1007/978-3-642-39646-5_5 fatcat:iut3uutisvdilhjnj4gfequgle

Aspect-Oriented Development Method for Non-Functional Characteristics of Cyber Physical Systems Based on MDA Approach

Lichen Zhang
2012 Journal of Software  
Different aspects can be designed separately, and woven into systems. In this paper, we propose an aspect-oriented MDA approach for non-functional properties to develop cyber physical systems.  ...  AOP is a new software development paradigm, which could attain a higher level of separation of concerns in both functional and nonfunctional matters by introducing aspect, for the implementation of crosscutting  ...  The second task is to help the application developer in transparently integrating the non-functional requirements to implementation components A UML framework can provide a profile to architects and designers  ... 
doi:10.4304/jsw.7.3.608-619 fatcat:u7tsi5jpnfb37pn5xc5simd5mm

Reliability Support for the Model Driven Architecture [chapter]

Genaína Nunes Rodrigues, Graham Roberts, Wolfgang Emmerich
2004 Lecture Notes in Computer Science  
MDA and Reliability Nowadays, the demand for distributed systems is increasing as they promote the integration of legacy components and the design of non-functional properties.  ...  Additionally, we believe MDA can be a suitable framework to realize the assessment of those concerns and therefore, semantically integrate analysis and design models into one environment.  ...  Acknowledgment We would like to thank Rami Bahsoon and Licia Capra for assisting in the review of this document.  ... 
doi:10.1007/978-3-540-25939-8_4 fatcat:2kznnh372vfxzc73svkp7kcssm

Model Driven Architecture - Issues, Challenges and Future Directions

Amna Noureen, Anam Amjad, Farooque Azam
2016 Journal of Software  
Our focus in this paper is to elaborate the issues and challenges of MDA. Furthermore, we will propose some future directions.  ...  Model driven architecture provides the models written in well-defined language. They consist of multiple components including model, transformation and meta-model.  ...  [3] Non-functional requirements There is variety of issues in satisfying the non-functional requirements in MDA such as modeling of non-functional requirements and their relationships, level of satisfaction  ... 
doi:10.17706/jsw.11.9.924-933 fatcat:yj3y5kgbiraofbpy4ojxhkmkkq

MDAKRLS: Predicting human microbe-disease association based on Kronecker regularized least squares and similarities

Da Xu, Hanxiao Xu, Yusen Zhang, Mingyi Wang, Wei Chen, Rui Gao
2021 Journal of Translational Medicine  
Conclusions All the evaluation results adequately demonstrated that MDAKRLS has an effective and reliable prediction performance.  ...  Methods In this work, we developed a novel computational method called MDAKRLS to discover potential microbe-disease associations (MDAs) based on the Kronecker regularized least squares.  ...  The authors thank the editors and anonymous reviewers for their reading time and constructive comments.  ... 
doi:10.1186/s12967-021-02732-6 pmid:33579301 fatcat:ftkdw4kxonhpbpb7h7vi32l4yy

Novel Collaborative Weighted Non-negative Matrix Factorization Improves Prediction of Disease-Associated Human Microbes

Da Xu, Hanxiao Xu, Yusen Zhang, Rui Gao
2022 Frontiers in Microbiology  
Here, we developed a novel machine learning-based joint framework called CWNMF-GLapRLS for human MDA prediction using the proposed collaborative weighted non-negative matrix factorization (CWNMF) technique  ...  Extensive clinical and biomedical studies have shown that microbiome plays a prominent role in human health.  ...  FUNDING This work has been supported by the National Natural Science Foundation of China under (Grant Nos. 61877064, U1806202, and 61533011).  ... 
doi:10.3389/fmicb.2022.834982 pmid:35369503 pmcid:PMC8965656 fatcat:lgleyp3vwzh47c6r5wia35tc3a

An Efficient Method for Reliability-based Multidisciplinary Design Optimization

Fan Hui, Li Weiji
2008 Chinese Journal of Aeronautics  
the reliability analysis methods.  ...  Design for modern engineering system is becoming multidisciplinary and incorporates practical uncertainties; therefore, it is necessary to synthesize reliability analysis and the multidisciplinary design  ...  occurs between optimization and reliability analysis), and unilevel (in which the design and reliability analysis are combined into a single optimization [3] .  ... 
doi:10.1016/s1000-9361(08)60044-8 fatcat:m2tjwqss6fbwjjrroncschx5zu

MDE between Promises and Challenges

Tahar Gherbi, Djamel Meslati, Isabelle Borne
2009 2009 11th International Conference on Computer Modelling and Simulation  
(MDA) of the Object Management Group (OMG), discusses Microsoft's Software factories and IBM's Manifesto MDA versus OMG's MDA and presents some challenges facing the success of MDE.  ...  Model Driven Engineering (MDE) is a software development approach family based on the use of models in the software construction.  ...  Functionalities which computing systems offer, their facility of use, their reliability, their performance and their robustness are qualities which let a company to be competitive.  ... 
doi:10.1109/uksim.2009.13 dblp:conf/uksim/GherbiMB09 fatcat:pjcedqlqjneh5gyoraywwti6cu

Model Transformations for Performability Analysis of Service Configurations [chapter]

László Gönczy, Zsolt Déri, Dániel Varró
2009 Lecture Notes in Computer Science  
In order to meet such non-functional requirements, a service needs to be designed for reliability by making design decisions on a high, architectural level.  ...  These non-functional requirements are frequently captured in service-level agreements between service requesters and providers.  ...  Conclusions In the paper, we presented an integrated model-driven framework for the design and analysis of standards-compliant service configurations supporting reliable messaging.  ... 
doi:10.1007/978-3-642-01648-6_17 fatcat:ykpbixze7zddnozd6443ednzli

MDADP: A webserver integrating database and prediction tools for microbe-disease associations

Lei Wang, Hao Li, Yuqi Wang, Yihong Tan, Zhiping Chen, Tingrui Pei, Quan Zou
2022 IEEE journal of biomedical and health informatics  
Hence, in this manuscript, a novel webserver called MDADP will be proposed to identify latent MDAs, in which, a new MDA database together with interactive prediction tools for MDAs studies will be designed  ...  However, prediction performances of these methods are generally limited by outdated and incomplete datasets.  ...  Hence, in order to address the above-mentioned issues, in this study, a novel webserver called MDADP was designed by integrating a new MDA database with effective MDA prediction tools.  ... 
doi:10.1109/jbhi.2022.3156166 pmid:35254998 fatcat:gtxls7sm3rc3hh2xkxyg36pti4

Multi-disciplinary analysis and optimization under uncertainty [chapter]

C Liang, S Mahadevan
2014 Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures  
The copula has been used to obtain the joint CDF in many fields such as actuarial science and statistics [72] , and in investigating reliability analysis and RBDO for correlated [15] and non-Gaussian  ...  In Ref [11] , the integration in Eq. (2.3) is estimated by the first-order reliability method (FORM).  ...  To use this framework as a surrogate model, the conditional distributions of outputs for given values of input needs to be estimated.  ... 
doi:10.1201/b16387-415 fatcat:2u3vrd4orjavroggn7tqb6f3uq
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