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XML database support for distributed execution of data-intensive scientific workflows

Shannon Hastings, Tahsin Kurc, Matheus Ribeiro, Stephen Langella, Scott Oster, Umit Catalyurek, Tony Pan, Kun Huang, Renato Ferreira, Joel Saltz
2005 SIGMOD record  
In this paper we look at the application of XML data management support in scientific data analysis workflows.  ...  We describe a software infrastructure that aims to address issues associated with metadata management, data storage and management, and execution of data analysis workflows on distributed storage and compute  ...  Mobius and DataCutter Mobius is a middleware framework designed for efficient metadata and data management in dynamic, distributed environments.  ... 
doi:10.1145/1084805.1084815 fatcat:nz6ibk6okrhqzkzjuolpreh4ym

Time Critical Requirements And Technical Considerations For Advanced Support Environments For Data-Intensive Research

Zhiming Zhao, Paul Martin, Cees De Laat, Keith Jeffery, Andrew Jones, Ian Taylor, Alex Hardisty, Malcolm Atkinson, Anneke Zuiderwijk, Yi Yin, Yin Chen
2016 Zenodo  
Providing support for executing such time critical research applications is still a challenging issue in many current research support environments however.  ...  access to research data, and choreographing complex experiments.  ...  We investigate the requirements across different abstraction of the research support environments, and aims to provide guidelines for the development of different platforms to choose technologies in order  ... 
doi:10.5281/zenodo.204756 fatcat:6mpl2t5yavetdbj2ulmcnpcjsu

Введение в анализ методов и средств поддержки научных экспериментов, движимых гипотезами (Introduction into Analysis of Methods and Tools for Hypothesis-Driven Scientific Experiment Support)

Leonid A. Kalinichenko, Dmitry Kovalev, Dana Kovaleva, Oleg Malkov
2014 International Conference on Data Analytics and Management in Data Intensive Domains  
Data intensive sciences (DIS) are being developed in frame of the new paradigm of scientific study known as the Fourth paradigm, emphasizing an increasing role of observational, experimental and computer  ...  The principal goal of data  ...  human expertise to intelligently generate hypotheses; (3) support for ranking hypotheses and for designing experiments to verify hypotheses.  ... 
dblp:conf/rcdl/KalinichenkoKKM14 fatcat:lp3lw6lva5ccnbaf4pappv5fii

Support vector regression for high-resolution beach surface moisture estimation from terrestrial LiDAR intensity data

Junling Jin, Jeffrey Verbeurgt, Lars De Sloover, Cornelis Stal, Greet Deruyter, Anne-Lise Montreuil, Sander Vos, Philippe De Maeyer, Alain De Wulf
2021 International Journal of Applied Earth Observation and Geoinformation  
In this study, an attempt has been made for the first time to estimate BSM from terrestrial LiDAR intensity data based on the Support Vector Regression (SVR).  ...  The minimum size of training samples required for SVR model development was 54.  ...  the UAV data.  ... 
doi:10.1016/j.jag.2021.102458 pmid:35125982 pmcid:PMC8805034 fatcat:cn7rt273o5bfpbc46gttl6vary

Knowledge Intensive Software Engineering Applications

Jezreel Mejía, Rafael Valencia-García, Giner Alor-Hernández, José A. Calvo-Manzano
2021 Journal of universal computer science (Online)  
In this context, Knowledge-intensive software engineering applications are becoming crucial in organizations to support their performance.  ...  Knowledge-intensive software applications are becoming more significant because the domains of many software applications are inherently knowledge-intensive and this knowledge is often not explicitly dealt  ...  foundations, case studies, techniques, tools, applications, frameworks, strategies, techniques, methodologies, informatics platforms and models for developing advanced knowledge-intensive software engineering  ... 
doi:10.3897/jucs.65078 fatcat:auclo6dao5f77h4fsrie3gybt4

Applicability of HCI research to e government applications

Felix Kossak, Wolfgang Eßmayr, Werner Winiwarter
2001 European Conference on Information Systems  
This paper gives an overview of the state of the art in the field of HCI (Human-Computer Interaction) and investigates the applicability of HCI research to the development of large, data intensive software  ...  systems. 1 We employ our experiences in a project on administration software for the health insurance sector, for which we designed and implemented an HCI prototype.  ...  While current GUI tools support design and implementation, Myers et al. (2000) also demand an integrated support for rapid evaluation.  ... 
dblp:conf/ecis/KossakEW01 fatcat:qcmsnfo6m5exfftro3f5ong5gy

Application of a Knowledge Engineering Process to Support Engineering Design Application Development [chapter]

S. W. G. van der Elst, M. J. L. van Tooren
2008 Collaborative Product and Service Life Cycle Management for a Sustainable World  
The KE process is applied to develop an application supporting the design and manufacturing of aircraft wiring harnesses, focussing on the assignment of electrical signals to connectors.  ...  The design, analysis and optimization process of complex products can be supported by automation of repetitive and non-creative engineering tasks.  ...  Rework caused by changes in the input data, for example governed by design iterations for the aircraft structural design.  ... 
doi:10.1007/978-1-84800-972-1_39 fatcat:eptc64yivrdjhpmgxmel4zanna

Methods and Experiences for Developing Abstractions for Data-intensive, Scientific Applications [article]

Andre Luckow, Shantenu Jha
2020 arXiv   pre-print
Developing software for scientific applications that require the integration of diverse types of computing, instruments, and data present challenges that are distinct from commercial software.  ...  While theory-based approaches for system development are suited for well-defined, closed environments, they have severe limitations for designing abstractions for scientific systems and applications.  ...  Design abstractions for re- source management on het- erogeneous infrastructure for data-intensive applications enabling per- formance and scale.  ... 
arXiv:2002.09009v2 fatcat:ozcdvmagpnfhll5i6yckncyecq

Towards a UML profile for data intensive applications

Abel Gómez, José Merseguer, Elisabetta Di Nitto, Damian A. Tamburri
2016 Proceedings of the 2nd International Workshop on Quality-Aware DevOps - QUDOS 2016  
Data intensive applications that leverage Big Data technologies are rapidly gaining market trend. However, their design and quality assurance are far from satisfying software engineers needs.  ...  We aim at addressing an early design and a quality evaluation of data intensive applications, being our goal to help software engineers on assessing quality metrics, such as the response time of the application  ...  The H2020 DICE project [3] aims at defining a qualitydriven framework for developing data intensive applications.  ... 
doi:10.1145/2945408.2945412 dblp:conf/issta/GomezMNT16 fatcat:li6wkc6ynrdsxkqmmctgccrgkq

Form-Driven Application Development

Sonja Ristic, Slavica Aleksic, Ivan Lukovic, Jelena Banovic
2012 Acta Electrotechnica et Informatica  
It is aimed to provide the information system design and generating executable application prototypes.  ...  IIS*Studio comprises a tool for the formal specification of business applications, and a generator of the executable application prototypes.  ...  ACKNOWLEDGMENTS Research presented in this paper was supported by Ministry of Science and Technological Development of Republic of Serbia, Grant III-44010, Title: Intelligent Systems for Software Product  ... 
doi:10.2478/v10198-012-0002-x fatcat:ustha736mnhzjpz5zlwq7k4vuu

A pattern oriented approach for designing scalable analytics applications (invited talk)

Matthew Dixon
2015 Proceedings of the 2nd Workshop on Parallel Programming for Analytics Applications - PPAA 2015  
This paper uses Our Pattern Language (OPL) to guide the design of a pattern oriented software framework for analytics applications which enables scalability, flexibility, modularity and portability.  ...  Using a compute intensive financial application as a motivating example, we demonstrate how following a pattern oriented design approach leads to parallel code in which the domains of concerns for modeling  ...  Acknowledgments The authors would like to gratefully acknowledge the support of Hanweck Associates and the International Securities Exchange in providing access to a data sample from the ISE/Hanweck Premium  ... 
doi:10.1145/2726935.2726939 fatcat:rijac57tajft3ia7jokigvdqe4

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

Paolo Bocciarelli, Andrea D'Ambrogio, Tommaso Panetti, Andrea Giglio
2022 Informatics  
of data-intensive web applications.  ...  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.  ...  Informed Consent Statement: Not applicable. Data Availability Statement: The study did not employ or report any data. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/informatics9010012 fatcat:alqgsd6hzbajbb4ut3wuntb4sy

Database Application Development as an Object Modeling Activity

Manfred A. Jeusfeld, Michael Mertikas, Ingrid Wetzel, Matthias Jarke, Joachim W. Schmidt
1990 Very Large Data Bases Conference  
The DAIDA project has made an attempt of formally defining and relating declarative and computational entities considered relevant to the process of database application development.  ...  In an second contribution, selected characteristics of such entities and relationships are modeled uniformly in a software information system.  ...  Views of a Data-Intensive Application Taking for granted the necessity of a semantic layer addressing expressive power and reasoning capabilities and of a computational layer addressing computational  ... 
dblp:conf/vldb/JeusfeldMWJS90 fatcat:hqc3bh4hvrfmvcoe35ykuffijq

Tools and approaches for developing data-intensive Web applications: a survey

Piero Fraternali
1999 ACM Computing Surveys  
The development of such applications is a hybrid between traditional IS development and Hypermedia authoring, and challenges the existing tools and approaches for software production.  ...  adequacy to the requirements of Web application development, enlightening open problems, and exposing possible future trends.  ...  MIDDLEWARE, SEARCH ENGINES, AND GROUPWARE Besides support for conceptualization, design, and implementation, Web development requires tackling other issues Development of Data-Intensive Web Applications  ... 
doi:10.1145/331499.331502 fatcat:h62apxo4orhv7a3ckozex3ayvq

A Conceptual Grid Architecture for Interactive Biomedical Applications

A. Tirado-Ramos, P.M.A. Sloot
2006 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06)  
In this paper we present a generic Grid software architecture for biomedicine, where we focus on a conceptual level of architecture design.  ...  The growing complexity of distributed biomedical application requirements present new challenges to the representation of software architectural analysis and design.  ...  Acknowledgments The authors wish to thank application developers R. Belleman, L. Abrahamyan, D. Shamonin and R.  ... 
doi:10.1109/cbms.2006.8 dblp:conf/cbms/Tirado-RamosS06 fatcat:p7kpjoir2feazms7f2oraoaax4
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