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Architectural Decision Management for Digital Transformation of Products and Services

Alfred Zimmermann, Dierk Jugel, Kurt Sandkuhl, Rainer Schmidt, Christian Schweda, Michael Möhring
2016 Complex Systems Informatics and Modeling Quarterly  
The Internet of Things, Enterprise Social Networks, Adaptive Case Management, Mobility systems, Analytics for Big Data, and Cloud services environments are emerging to support smart connected products  ...  Our aim is to support flexibility and agile transformations for both business domains and related information technology.  ...  Adaptive Case Management Adaptive Case Management (ACM) [54] , [55] and [65] offers a lightweight model to support knowledge-intensive processes, which are driven by user decision-making.  ... 
doi:10.7250/csimq.2016-6.03 fatcat:yptxd6qvlveafadqar35w7uxky

MADCAT: A Methodology for Architecture and Deployment of Cloud Application Topologies

Christian Inzinger, Stefan Nastic, Sanjin Sehic, Michael Vogler, Fei Li, Schahram Dustdar
2014 2014 IEEE 8th International Symposium on Service Oriented System Engineering  
in cloud infrastructures.  ...  By using iterative refinement and seamless provenance documentation of decisions made in the process, the methodology eases communication with relevant stakeholders and enables efficient design and deployment  ...  ACKNOWLEDGMENT The research leading to these results was supported by the Pacific Controls Cloud Computing Lab 16 (PC3L), as well as the Austrian Science Fund (FWF) under grant P23313-N23 (Audit 4 SOAs  ... 
doi:10.1109/sose.2014.9 dblp:conf/sose/InzingerNSVLD14 fatcat:cfcvgbt33fcq3opv7pbzhxpixa

Cloud Based Big Data Infrastructure: Architectural Components And Automated Provisioning

Yuri Demchenko, Fatih Turkmen, Christophe Blanchet, Charles Loomis, Caees de Laat
2016 Zenodo  
The paper discusses importance of automation of all stages of the Big Data applications developments, deployment and management and refers to existing cloud automation tools and new developments in the  ...  The paper provides example of requirements analysis and implementation of two bioinformatics use cases on cloud and using SlipStream based cloud applications deployment and management automation platform  ...  The authors are thankful to the partners of the CYCLONE project and to the colleagues who collaborated on deploying selected bioinformatics applications in the CYCLONE testbed: Christian Baudet (Centre  ... 
doi:10.5281/zenodo.59159 fatcat:yxvau4m65vgkffgwwmy7nwrdmy

The VLab Framework: An Orchestrator Component to Support Data to Knowledge Transition

Mattia Santoro, Paolo Mazzetti, Stefano Nativi
2020 Remote Sensing  
This makes VLab fitting in the multi-cloud landscape, which is going to characterize the Big Earth Data analytics domain in the next years.  ...  It adopts mature containerization technologies to access models as source code and to rebuild the required software environment to run them on any supported cloud.  ...  The authors would also like to thank Joost van Bemmelen (ESA) and Gregory Giuliani (University of Geneva) for helpful discussions about the VLab potential use in real-case contexts, and Richard Lucas (  ... 
doi:10.3390/rs12111795 fatcat:3czm24l76fcltovgivycqvn2a4

PaaSword: A Holistic Data Privacy and Security by Design Framework for Cloud Services

Yiannis Verginadis, Antonis Michalas, Panagiotis Gouvas, Gunther Schiefer, Gerald Hübsch, Iraklis Paraskakis
2017 Journal of Grid Computing  
In this paper, we outline significant security challenges presented when migrating to a cloud environment and propose PaaSword -a novel holistic framework that aspires to alleviate these challenges.  ...  Nevertheless, the significant and valuable transformation of organizations that adopt cloud computing is accompanied by a number of security threats that should be considered.  ...  Protocol designers by having PaaSword framework in hands will be able to incorporate secure cloud computing techniques in order to facilitate the storage and processing of the vast amount of collected  ... 
doi:10.1007/s10723-017-9394-2 fatcat:agvko3g37nc4pcpzj3iy4v4axm

Seeing the forest and the trees

Matthias Book, Simon Grapenthin, Volker Gruhn
2012 Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering - FSE '12  
We therefore introduce the concept of so-called "interaction rooms", where teams work with a pragmatic combination of model sketches and annotations to foster understanding of the system and its business  ...  from the business, technical and management side.  ...  Note that the process map in the example also contains additional elements that were not described in detail here for the sake of brevity, such as cloud shapes to explicitly indicate uncertainty, and artifact  ... 
doi:10.1145/2393596.2393630 dblp:conf/sigsoft/BookGG12 fatcat:acwfpbj5lvh7lijsngwzg3b5gq

Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations

Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
2022 Computer  
Data labeling and annotation. The labeling and annotation of data tend to be undertaken manually using custom tools developed to standardize the process.  ...  Domain knowledge is cited as a necessity in the entire lifecycle of the data, for example, handling data from chemical processes or mechanical parts of large systems as represented in cases I, J, and L  ...  Over the Rainbow: 21st Century Security & Privacy Podcast Tune in with security leaders of academia, industry, and government. Subscribe Today Bob Blakley Bob  ... 
doi:10.1109/mc.2022.3161161 fatcat:ib4xtmw3njb4lmvktihfylzbn4

E-MDAV: A Framework for Developing Data-Intensive Web Applications

Paolo Bocciarelli, Andrea D'Ambrogio, Tommaso Panetti, Andrea Giglio
2022 Informatics  
In this respect, this paper introduces a development framework based on the OMG's Model Driven Architecture (MDA) that aims to support the development lifecycle of data-intensive web applications.  ...  of data-intensive web applications.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/informatics9010012 fatcat:alqgsd6hzbajbb4ut3wuntb4sy

Internet of Things Enabled Policing Processes [article]

Francesco Schiliro
2019 arXiv   pre-print
In this thesis, we analyze the state of the art in knowledge-intensive and data-driven processes.  ...  In such processes, it is not sufficient to focus on data storage and data analysis; as the knowledge workers (e.g., police investigators) will need to collect, understand and relate the big data (scattered  ...  Acknowledgements Acknowledgements DISSERTATION EXAMINERS • Professor Fethi Rabhi, UNSW Sydney, Australia • Professor Aditya Ghose, University of Wollongong, Australia  ... 
arXiv:1908.09232v1 fatcat:n3k6bfstpjhavfowie7zy7la4u

Open Integration of Digital Architecture Models for Micro-granular Systems and Services

Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring
2017 Digital Enterprise Computing  
to support digital products, services, and processes.  ...  This disruptive change drive current and next information processes and systems that are important business enablers for the context of digitization since years.  ...  In the case of new integration patterns, we have to consider additional manual support. .  ... 
dblp:conf/dec/ZimmermannSSJBM17 fatcat:ldw27udbc5aljnxq3bemkkvkmu

Analysis of approaches for supporting the Open Provenance Model: A case study of the Trident workflow workbench

Yogesh Simmhan, Roger Barga
2011 Future generations computer systems  
We identify and analyze the relative merits of these approaches in an effort to inform practitioners planning to support OPM in their existing provenance/workflow systems.  ...  We introduce and analyze four different approaches to support OPM in Trident, generalizable to other existing workflow and provenance management systems. 2.  ...  , and on the links that provenance has to related annotations on artifacts and processes.  ... 
doi:10.1016/j.future.2010.10.005 fatcat:jdzssycyerfgfgq5cn6npezivu

Multi-layered Open Data Processing Model for Hazelnut Farms

Şahin Aydın, Mehmet Nafiz Aydın
2019 Figshare  
In recent years several projects that are supported by information and communications technologies (ICT) have been developed in the agricultural domain to promote more precise agricultural activities.  ...  In this paper, we shall investigate the open data term in an agriculture context and create an open data processing model.  ...  As it is mentioned in data management part, RDF datasets are stored in graph databases on the cloud. This provides a simple and fast querying service to users.  ... 
doi:10.6084/m9.figshare.7550771 fatcat:af7oi33zuba6lmzkfg5a7xrbsi

Enhancing the impact of Artificial Intelligence in Medicine: A joint AIFM-INFN Italian initiative for a dedicated cloud-based computing infrastructure

Alessandra Retico, Michele Avanzo, Tommaso Boccali, Daniele Bonacorsi, Francesca Botta, Giacomo Cuttone, Barbara Martelli, Davide Salomoni, Daniele Spiga, Annalisa Trianni, Michele Stasi, Mauro Iori (+1 others)
2021 Physica medica (Testo stampato)  
In the framework of a collaboration agreement between the Italian Association of Medical Physicists (AIFM) and the National Institute for Nuclear Physics (INFN), we propose a model of an intensive computing  ...  all the necessary skills to tailor the AI-technology to the needs of the Medical Imaging community and to shorten the pathway towards the clinical applicability of AI-based decision support systems.  ...  In this respect, INFN-Cloud supports also storage-based event platforms for automating metadata processing workflows as well as data pipelines.  ... 
doi:10.1016/j.ejmp.2021.10.005 pmid:34801873 fatcat:uocqbbyhlba2pnolzh7qjxc3ty

A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation [chapter]

Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
2019 Lecture Notes in Business Information Processing  
The model is running in a Google cloud environment and hooked to the platform through client calls that get executed whenever human annotators finish annotations.  ...  of the common artifacts [18] .  ... 
doi:10.1007/978-3-030-19034-7_14 fatcat:6wy5wa3l6zcy3ehq5axm77xabm

A Sustainable Multi-layered Open Data Processing Model for Agriculture: IoT Based Case Study Using Semantic Web for Hazelnut Fields

Şahin AYDIN, Mehmet Nafiz AYDIN
2020 Advances in Science, Technology and Engineering Systems  
In recent years, several projects which are supported by information and communications technologies (ICT) have been developed in the agricultural domain to promote more precise agricultural activities  ...  In this paper, authors shall investigate the open data term in an agricultural context, create an open data processing model, and develop an IoT-based solution to gather environmental data from agricultural  ...  Acknowledgment This project is partly supported by Scientific Research Fund (2018-BAP-14) of Kadir Has University.  ... 
doi:10.25046/aj050241 fatcat:jce6geni4bennlqybvon3owaoq
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