15,273 research outputs found

    Feasibility of Warehouse Drone Adoption and Implementation

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    While aerial delivery drones capture headlines, the pace of adoption of drones in warehouses has shown the greatest acceleration. Warehousing constitutes 30% of the cost of logistics in the US. The rise of e-commerce, greater customer service demands of retail stores, and a shortage of skilled labor have intensified competition for efficient warehouse operations. This takes place during an era of shortening technology life cycles. This paper integrates several theoretical perspectives on technology diffusion and adoption to propose a framework to inform supply chain decision-makers on when to invest in new robotics technology

    A unified view of data-intensive flows in business intelligence systems : a survey

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    Data-intensive flows are central processes in today’s business intelligence (BI) systems, deploying different technologies to deliver data, from a multitude of data sources, in user-preferred and analysis-ready formats. To meet complex requirements of next generation BI systems, we often need an effective combination of the traditionally batched extract-transform-load (ETL) processes that populate a data warehouse (DW) from integrated data sources, and more real-time and operational data flows that integrate source data at runtime. Both academia and industry thus must have a clear understanding of the foundations of data-intensive flows and the challenges of moving towards next generation BI environments. In this paper we present a survey of today’s research on data-intensive flows and the related fundamental fields of database theory. The study is based on a proposed set of dimensions describing the important challenges of data-intensive flows in the next generation BI setting. As a result of this survey, we envision an architecture of a system for managing the lifecycle of data-intensive flows. The results further provide a comprehensive understanding of data-intensive flows, recognizing challenges that still are to be addressed, and how the current solutions can be applied for addressing these challenges.Peer ReviewedPostprint (author's final draft

    Quality measures for ETL processes: from goals to implementation

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    Extraction transformation loading (ETL) processes play an increasingly important role for the support of modern business operations. These business processes are centred around artifacts with high variability and diverse lifecycles, which correspond to key business entities. The apparent complexity of these activities has been examined through the prism of business process management, mainly focusing on functional requirements and performance optimization. However, the quality dimension has not yet been thoroughly investigated, and there is a need for a more human-centric approach to bring them closer to business-users requirements. In this paper, we take a first step towards this direction by defining a sound model for ETL process quality characteristics and quantitative measures for each characteristic, based on existing literature. Our model shows dependencies among quality characteristics and can provide the basis for subsequent analysis using goal modeling techniques. We showcase the use of goal modeling for ETL process design through a use case, where we employ the use of a goal model that includes quantitative components (i.e., indicators) for evaluation and analysis of alternative design decisions.Peer ReviewedPostprint (author's final draft

    SIT automation tool: failure use case automation and diagnosis

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    Study of systems to manage the performance and quality of service of wireless data networks. Work with optimization techniques and project management to solve complex networks issues.The scope of this thesis is the SIT (System Integration Testing) process which is the testing procedure executed in customer test environment before the software goes on production environment. The main objective for this thesis is no other than improving the current process step by step taking into account the automation, efficiency, missing checks and much more. This project is a kind of Industrial process to create a powerful testing tool which can allow the company to deliver quality adaptor products efficiently, do better in less time helping to reduce costs, as Adaptors are the most demanded product of MYCOM OSI portfolio. Take into account that business is not only generated when an Adaptor is delivered for first time but also when Vendors provide with new releases and new functionalities and operators needs to order an upgrade of the Adaptor to be able to monitor the new functionalities deployed on their network.El campo de aplicación en el que está centrado esta tesis es el SIT (System Integration Testing), proceso de testeo ejecutado en un servidor de testeo del cliente antes de desplegar el software el medio de producción. El objetivo principal de esta tesis no es otro que mejorar el proceso actual paso a paso teniendo en cuenta la automatización, eficiencia, la falta de verificaciones, entre otros. Este proyecto es una especie de proceso industrial para crear una aplicación potente de testeo que pueda permitir a la compañía entregar adaptadores de calidad con eficiencia, que hagan más en menos tiempo ayudando así a reducir costes. Los adaptadores son el producto más demandado del porfolio de MYCOM OSI. Hay que tener en cuenta que el negocio no se genera solamente cuando se entrega por primera vez el adaptador al cliente, sino que cuando los proveedores lanzan nuevas versiones con nuevas funcionalidades y los operadores necesitan encargar una mejora del adaptador para poder monitorizar las nuevas funcionalidades desplegadas en su red.El camp d'aplicació en que es basa aquesta tesi és el SIT (System Integration Testing), procés de testeig executat en un servidor de testeig del client abans de desplegar el software al mitjà de producció. L'objectiu principal d'aquesta tesi no és un altre que millorar el procés actual pas a pas tenint en compte l'automatització, l'eficiència, la falta de verificacions, d'entre altres. Aquest projecte és una mena de procés industrial per crear una aplicació potent de testeig que pugui permetre a la companyia lliurar adaptadors de qualitat amb eficiència, que facin més en menys temps ajudant així a reduir costos. Els adaptadors són el producte més demandat del porfolio de MYCOM OSI. Cal tenir en compte que el negoci no només es genera quan es lliura per primera vegada l'adaptador al client, sinó que quan els proveïdors llancen noves versions amb noves funcionalitats i els operadors necessiten encarregar una millora de l'adaptador per poder monitoritzar les noves funcionalitats desplegades a la seva xarxa

    Improving lifecycle query in integrated toolchains using linked data and MQTT-based data warehousing

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    The development of increasingly complex IoT systems requires large engineering environments. These environments generally consist of tools from different vendors and are not necessarily integrated well with each other. In order to automate various analyses, queries across resources from multiple tools have to be executed in parallel to the engineering activities. In this paper, we identify the necessary requirements on such a query capability and evaluate different architectures according to these requirements. We propose an improved lifecycle query architecture, which builds upon the existing Tracked Resource Set (TRS) protocol, and complements it with the MQTT messaging protocol in order to allow the data in the warehouse to be kept updated in real-time. As part of the case study focusing on the development of an IoT automated warehouse, this architecture was implemented for a toolchain integrated using RESTful microservices and linked data.Comment: 12 pages, worksho

    The drug logistics process: an innovation experience

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    Purpose - The purpose of this paper is to present the latest innovations in the drug distribution processes of hospital companies, which are currently dealing with high inventory and storage costs and fragmented organizational responsibilities. Design/methodology/approach - The literature review and the in-depth analysis of a case study support the understanding of the unit dose drug distribution system and the subsequent definition of the practical implications for hospital companies. Findings - Starting from the insights offered by the case study, the analysis shows that the unit dose system allows hospitals to improve the patient care quality and reduce costs. Research limitations/implications - The limitations of the research are those related to the theoretical and exploratory nature of the study, but from a practical point of view, the work provides important indications to the management of healthcare companies, which have to innovate their drug distribution systems. Originality/value - This paper analyzes a new and highly topical issue and provides several insights for the competitive development of a fundamental sector

    Data warehouse automation trick or treat?

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    Data warehousing systems have been around for 25 years playing a crucial role in collecting data and transforming that data into value, allowing users to make decisions based on informed business facts. It is widely accepted that a data warehouse is a critical component to a data-driven enterprise, and it becomes part of the organisation’s information systems strategy, with a significant impact on the business. However, after 25 years, building a Data Warehouse is still painful, they are too time-consuming, too expensive and too difficult to change after deployment. Data Warehouse Automation appears with the promise to address the limitations of traditional approaches, turning the data warehouse development from a prolonged effort into an agile one, with gains in efficiency and effectiveness in data warehousing processes. So, is Data Warehouse Automation a Trick or Treat? To answer this question, a case study of a data warehousing architecture using a data warehouse automation tool, called WhereScape, was developed. Also, a survey was made to organisations that are using data warehouse automation tools, in order to understand their motivation in the adoption of this kind of tools in their data warehousing systems. Based on the results of the survey and on the case study, automation in the data warehouses building process is necessary to deliver data warehouse systems faster, and a solution to consider when modernize data warehouse architectures as a way to achieve results faster, keeping costs controlled and reduce risk. Data Warehouse Automation definitely may be a Treat.Os sistemas de armazenamento de dados existem há 25 anos, desempenhando um papel crucial na recolha de dados e na transformação desses dados em valor, permitindo que os utilizadores tomem decisões com base em fatos. É amplamente aceite, que um data warehouse é um componente crítico para uma empresa orientada a dados e se torna parte da estratégia de sistemas de informação da organização, com um impacto significativo nos negócios. No entanto, após 25 anos, a construção de um Data Warehouse ainda é uma tarefa penosa, demora muito tempo, é cara e difícil de mudar após a sua conclusão. A automação de Data Warehouse aparece com a promessa de endereçar as limitações das abordagens tradicionais, transformando o desenvolvimento da data warehouse de um esforço prolongado em um esforço ágil, com ganhos de eficiência e eficácia. Será, a automação de Data Warehouse uma doçura ou travessura? Foi desenvolvido um estudo de caso de uma arquitetura de data warehousing usando uma ferramenta de automação, designada WhereScape. Foi também conduzido um questionário a organizações que utilizam ferramentas de automação de data warehouse, para entender sua motivação na adoção deste tipo de ferramentas. Com base nos resultados da pesquisa e no estudo de caso, a automação no processo de construção de data warehouses, é necessária para uma maior agilidade destes sistemas e uma solução a considerar na modernização destas arquiteturas, pois permitem obter resultados mais rapidamente, mantendo os custos controlados e reduzindo o risco. A automação de data warehouse pode bem vir a ser uma “doçura”
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