Big data analytics framework (58 résultats)

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Master's Thesis from the year 2018 in the subject Computer Science - Commercial Information Technology, grade: 7, Queensland University of Technology (Faculty of Science and Engineering), course: Master in Business Process Management, language: English, abstract: This thesis investigates the project management approach for big data projects for industry partner Red Rocks Company. The aim of this project is to understand best practice project management for big data initiatives and to develop a framework to help such projects to deliver the expected advantages. A brief literature review is undertaken to find out how big data projects are managed. From this, a Big Data Analytics Framework is derived which is based on CRISP-DM. The framework is validated through interviews with stakeholders from the corporate sector. For this case study, the first three phases of the Business Process Management Lifecycle are applied: process discovery, analysis and design.Key findings of the case study are that literature recommends an agile project management approach for big data initiatives. On the contrary, the majority of interviewed industry stakeholders confirmes a waterfall approach is conducted more often to deliver such projects. The developed Big Data Analytics Framework will add significant benefits to Red Rocks Company as it will help to successfully deliver big data initiatives in future. Big data is considered a key enabler for future decision making and process automation. The topic is however very new and not well understood yet. Hence 50% of big data projects are not delivering the expected benefits and are costing more than initially planned.…

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Taschenbuch. Etat : Neu. Healthcare Big Data Analytics Platform with Hadoop/MapReduce Framework | Dillon Chrimes | Taschenbuch | 136 S. | Englisch | 2017 | LAP LAMBERT Academic Publishing | EAN 9783330335110 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.…

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Paperback. Etat : New. The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management systems, artificial intelligence, and machine learning-based computing.Presents a detailed state-of-the-art analysis of big data analytics and its uses in power gridsDescribes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with thousands of smart metersExplores the role of the internet of things, artificial intelligence, and machine learning in smart gridsDiscusses edge analytics for integration of generation technologies, and decision-making approaches in detailExamines research limitations and presents recommendations for further research to incorporate big data analytics into power system design and operational frameworksThe text presents a comprehensive study and assessment of the state-of-the-art research and development related to the unique needs of electrical utility grids, including operational technology, storage, processing, and communication systems. It further discusses important topics such as complex adaptive power system, self-healing power system, smart transmission, and distribution networks, and smart metering infrastructure. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology.…

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Taschenbuch. Etat : Neu. BIG DATA ANALYTICS FRAMEWORK FOR TELECOMMUNICATION FIRMS | Hassan Keshavarz (u. a.) | Taschenbuch | Englisch | 2020 | LAP LAMBERT Academic Publishing | EAN 9786203042528 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. …

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Paperback. Etat : New. The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management systems, artificial intelligence, and machine learning-based computing.Presents a detailed state-of-the-art analysis of big data analytics and its uses in power gridsDescribes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with thousands of smart metersExplores the role of the internet of things, artificial intelligence, and machine learning in smart gridsDiscusses edge analytics for integration of generation technologies, and decision-making approaches in detailExamines research limitations and presents recommendations for further research to incorporate big data analytics into power system design and operational frameworksThe text presents a comprehensive study and assessment of the state-of-the-art research and development related to the unique needs of electrical utility grids, including operational technology, storage, processing, and communication systems. It further discusses important topics such as complex adaptive power system, self-healing power system, smart transmission, and distribution networks, and smart metering infrastructure. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology.…

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Etat : New. 1st edition NO-PA16APR2015-KAP.

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