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Data Warehousing In The Age Of Big Data

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Data Warehousing in the Age of Big Data

Data Warehousing in the Age of Big Data Book
Author : Krish Krishnan
Publisher : Newnes
Release : 2013-05-02
ISBN : 0124059201
Language : En, Es, Fr & De

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Book Description :

Data Warehousing in the Age of the Big Data will help you and your organization make the most of unstructured data with your existing data warehouse. As Big Data continues to revolutionize how we use data, it doesn't have to create more confusion. Expert author Krish Krishnan helps you make sense of how Big Data fits into the world of data warehousing in clear and concise detail. The book is presented in three distinct parts. Part 1 discusses Big Data, its technologies and use cases from early adopters. Part 2 addresses data warehousing, its shortcomings, and new architecture options, workloads, and integration techniques for Big Data and the data warehouse. Part 3 deals with data governance, data visualization, information life-cycle management, data scientists, and implementing a Big Data–ready data warehouse. Extensive appendixes include case studies from vendor implementations and a special segment on how we can build a healthcare information factory. Ultimately, this book will help you navigate through the complex layers of Big Data and data warehousing while providing you information on how to effectively think about using all these technologies and the architectures to design the next-generation data warehouse. Learn how to leverage Big Data by effectively integrating it into your data warehouse. Includes real-world examples and use cases that clearly demonstrate Hadoop, NoSQL, HBASE, Hive, and other Big Data technologies Understand how to optimize and tune your current data warehouse infrastructure and integrate newer infrastructure matching data processing workloads and requirements

Emerging Perspectives in Big Data Warehousing

Emerging Perspectives in Big Data Warehousing Book
Author : Taniar, David,Rahayu, Wenny
Publisher : IGI Global
Release : 2019-06-28
ISBN : 152255517X
Language : En, Es, Fr & De

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Book Description :

The concept of a big data warehouse appeared in order to store moving data objects and temporal data information. Moving objects are geometries that change their position and shape continuously over time. In order to support spatio-temporal data, a data model and associated query language is needed for supporting moving objects. Emerging Perspectives in Big Data Warehousing is an essential research publication that explores current innovative activities focusing on the integration between data warehousing and data mining with an emphasis on the applicability to real-world problems. Featuring a wide range of topics such as index structures, ontology, and user behavior, this book is ideally designed for IT consultants, researchers, professionals, computer scientists, academicians, and managers.

The Enterprise Big Data Lake

The Enterprise Big Data Lake Book
Author : Alex Gorelik
Publisher : "O'Reilly Media, Inc."
Release : 2019-02-21
ISBN : 1491931507
Language : En, Es, Fr & De

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Book Description :

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate enterprises. You’ll learn what a data lake is, why enterprises need one, and how to build one successfully with the best practices in this book. Alex Gorelik, CTO and founder of Waterline Data, explains why old systems and processes can no longer support data needs in the enterprise. Then, in a collection of essays about data lake implementation, you’ll examine data lake initiatives, analytic projects, experiences, and best practices from data experts working in various industries. Get a succinct introduction to data warehousing, big data, and data science Learn various paths enterprises take to build a data lake Explore how to build a self-service model and best practices for providing analysts access to the data Use different methods for architecting your data lake Discover ways to implement a data lake from experts in different industries

Data Warehouse Systems

Data Warehouse Systems Book
Author : Alejandro Vaisman,Esteban Zimányi
Publisher : Springer Nature
Release : 2022-08-16
ISBN : 366265167X
Language : En, Es, Fr & De

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Book Description :

With this textbook, Vaisman and Zimányi deliver excellent coverage of data warehousing and business intelligence technologies ranging from the most basic principles to recent findings and applications. To this end, their work is structured into three parts. Part I describes “Fundamental Concepts” including conceptual and logical data warehouse design, as well as querying using MDX, DAX and SQL/OLAP. This part also covers data analytics using Power BI and Analysis Services. Part II details “Implementation and Deployment,” including physical design, ETL and data warehouse design methodologies. Part III covers “Advanced Topics” and it is almost completely new in this second edition. This part includes chapters with an in-depth coverage of temporal, spatial, and mobility data warehousing. Graph data warehouses are also covered in detail using Neo4j. The last chapter extensively studies big data management and the usage of Hadoop, Spark, distributed, in-memory, columnar, NoSQL and NewSQL database systems, and data lakes in the context of analytical data processing. As a key characteristic of the book, most of the topics are presented and illustrated using application tools. Specifically, a case study based on the well-known Northwind database illustrates how the concepts presented in the book can be implemented using Microsoft Analysis Services and Power BI. All chapters have been revised and updated to the latest versions of the software tools used. KPIs and Dashboards are now also developed using DAX and Power BI, and the chapter on ETL has been expanded with the implementation of ETL processes in PostgreSQL. Review questions and exercises complement each chapter to support comprehensive student learning. Supplemental material to assist instructors using this book as a course text is available online and includes electronic versions of the figures, solutions to all exercises, and a set of slides accompanying each chapter. Overall, students, practitioners and researchers alike will find this book the most comprehensive reference work on data warehouses, with key topics described in a clear and educational style. “I can only invite you to dive into the contents of the book, feeling certain that once you have completed its reading (or maybe, targeted parts of it), you will join me in expressing our gratitude to Alejandro and Esteban, for providing such a comprehensive textbook for the field of data warehousing in the first place, and for keeping it up to date with the recent developments, in this current second edition.” From the foreword by Panos Vassiliadis, University of Ioannina, Greece.

Information Systems

Information Systems Book
Author : Marinos Themistocleous,Vincenzo Morabito
Publisher : Springer
Release : 2017-08-14
ISBN : 3319659308
Language : En, Es, Fr & De

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Book Description :

This book constitutes selected papers from the 14th European, Mediterranean, and Middle Eastern Conference, EMCIS 2017, held in Coimbra, Portugal, in September 2017. EMCIS is focusing on approaches that facilitate the identification of innovative research of significant relevance to the IS discipline following sound research methodologies that lead to results of measurable impact. The 37 full and 16 short papers presented in this volume were carefully reviewed and selected from a total of 106 submissions. They are organized in sections on big data and Semantic Web; digital services, social media and digital collaboration; e-government; healthcare information systems; information systems security and information privacy protection; IT governance; and management and organizational issues in information systems.

Advanced Information Systems Engineering

Advanced Information Systems Engineering Book
Author : Paolo Giorgini,Barbara Weber
Publisher : Springer
Release : 2019-05-28
ISBN : 3030212904
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 31st International Conference on Advanced Information Systems Engineering, CAiSE 2019, held in Rome, Italy, in June 2019. The 41 full papers presented in this volume were carefully reviewed and selected from 206 submissions. The book also contains one invited talk in full paper length. The papers were organized in topical sections named: information system engineering; requirements and modeling; data modeling and analysis; business process modeling and engineering; information system security; and learning and mining in information systems. Abstracts on the CAiSE 2019 tutorials can be found in the back matter of the volume.

Big Data BigData 2018

Big Data     BigData 2018 Book
Author : Francis Y. L. Chin,C. L. Philip Chen,Latifur Khan,Kisung Lee,Liang-Jie Zhang
Publisher : Springer
Release : 2018-06-20
ISBN : 3319943014
Language : En, Es, Fr & De

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Book Description :

This volume constitutes the proceedings of the 7th International Conference on BIGDATA 2018, held as Part of SCF 2018 in Seattle, WA, USA in June 2018. The 22 full papers together with 10 short papers published in this volume were carefully reviewed and selected from 97 submissions. They are organized in topical sections such as Data analysis, data as a service, services computing, data conversion, data storage, data centers, dataflow architectures, data compression, data exchange, data modeling, databases, and data management.

Building Big Data Applications

Building Big Data Applications Book
Author : Krish Krishnan
Publisher : Academic Press
Release : 2019-11-15
ISBN : 0128158042
Language : En, Es, Fr & De

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Book Description :

Building Big Data Applications helps data managers and their organizations make the most of unstructured data with an existing data warehouse. It provides readers with what they need to know to make sense of how Big Data fits into the world of Data Warehousing. Readers will learn about infrastructure options and integration and come away with a solid understanding on how to leverage various architectures for integration. The book includes a wide range of use cases that will help data managers visualize reference architectures in the context of specific industries (healthcare, big oil, transportation, software, etc.). Explores various ways to leverage Big Data by effectively integrating it into the data warehouse Includes real-world case studies which clearly demonstrate Big Data technologies Provides insights on how to optimize current data warehouse infrastructure and integrate newer infrastructure matching data processing workloads and requirements

Research and Practical Issues of Enterprise Information Systems

Research and Practical Issues of Enterprise Information Systems Book
Author : A Min Tjoa,Li Da Xu,Maria Raffai,Niina Maarit Novak
Publisher : Springer
Release : 2016-11-17
ISBN : 3319499440
Language : En, Es, Fr & De

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Book Description :

This book constitutes the proceedings of the 10th International IFIP WG 8.9 Working Conference on Research and Practical Issues of Enterprise Information Systems, CONFENIS 2016, held in Vienna, Austria, in December 2016. The conference provided an international forum for the broader IFIP community to discuss the latest research findings in the area of EIS and specifically aimed at facilitating the exchange of ideas and advances on all aspects and developments of EIS. The 25 papers presented in this volume were carefully reviewed and selected from 63 submissions. They were organized in topical sections on: semantic concepts and open data; customer relationship management; security and privacy issues; advanced manufacturing and management aspects; business intelligence and big data; decision support in EIS; and EIS-practices.

ICT Education

ICT Education Book
Author : Janet Liebenberg,Stefan Gruner
Publisher : Springer
Release : 2017-11-17
ISBN : 331969670X
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 46th Annual Conference of the Southern African Computer Lecturers' Association on ICT Education, SACLA 2017, held in Magaliesburg, South Africa, in July 2017. The 22 revised full papers presented together with an extended abstract of a keynote paper were carefully reviewed and selected from 63 submissions. The papers are organized in topical sections on ICT students of a new generation; technology and gaming in nowadays education; educational cooperation with the ICT industry; computer programming education; ICT courses and curricula.

Business Information Systems

Business Information Systems Book
Author : Witold Abramowicz,Rafael Corchuelo
Publisher : Springer
Release : 2019-06-18
ISBN : 3030204855
Language : En, Es, Fr & De

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Book Description :

The two-volume set LNBIP 353 and 354 constitutes the proceedings of the 22nd International Conference on Business Information Systems, BIS 2019, held in Seville, Spain, in June 2019. The theme of the BIS 2019 was "Data Science for Business Information Systems", inspiring researchers to share theoretical and practical knowledge of the different aspects related to Data Science in enterprises. The 67 papers presented in these proceedings were carefully reviewed and selected from 223 submissions. The contributions were organized in topical sections as follows: Part I: Big Data and Data Science; Artificial Intelligence; ICT Project Management; and Smart Infrastructure. Part II: Social Media and Web-based Systems; and Applications, Evaluations and Experiences.

Big Data

Big Data Book
Author : Maribel Yasmina Santos,Carlos Costa
Publisher : CRC Press
Release : 2022-09-01
ISBN : 1000794032
Language : En, Es, Fr & De

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Book Description :

Big Data is a concept of major relevance in today’s world, sometimes highlighted as a key asset for productivity growth, innovation, and customer relationship, whose popularity has increased considerably during the last years. Areas like smart cities, manufacturing, retail, finance, software development, environment, digital media, among others, can benefit from the collection, storage, processing, and analysis of Big Data, leveraging unprecedented data-driven workflows and considerably improved decision-making processes. The concept of a Big Data Warehouse (BDW) is emerging as either an augmentation or a replacement of the traditional Data Warehouse (DW), a concept that has a long history as one of the most valuable enterprise data assets. Nevertheless, research in Big Data Warehousing is still in its infancy, lacking an integrated and validated approach for designing and implementing both the logical layer (data models, data flows, and interoperability between components) and the physical layer (technological infrastructure) of these complex systems. This book addresses models and methods for designing and implementing Big Data Systems to support mixed and complex decision processes, giving special attention to BDWs as a way of efficiently storing and processing batch or streaming data for structured or semi-structured analytical problems.

Big Data Concepts Methodologies Tools and Applications

Big Data  Concepts  Methodologies  Tools  and Applications Book
Author : Management Association, Information Resources
Publisher : IGI Global
Release : 2016-04-20
ISBN : 1466698411
Language : En, Es, Fr & De

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Book Description :

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing applications struggle to adequately manage big data. Big Data: Concepts, Methodologies, Tools, and Applications is a multi-volume compendium of research-based perspectives and solutions within the realm of large-scale and complex data sets. Taking a multidisciplinary approach, this publication presents exhaustive coverage of crucial topics in the field of big data including diverse applications, storage solutions, analysis techniques, and methods for searching and transferring large data sets, in addition to security issues. Emphasizing essential research in the field of data science, this publication is an ideal reference source for data analysts, IT professionals, researchers, and academics.

ICA 2019

ICA 2019 Book
Author : Sri Hastjarjo,Dorien Kartikawangi,Loina Lalolo Krina Perangin-angin,Kundharu Saddhono,Robbi Rahim
Publisher : European Alliance for Innovation
Release : 2021-02-08
ISBN : 1631902873
Language : En, Es, Fr & De

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Book Description :

The advance technological development has led to the revolution on the way people communicating. People, things, and systems now are all connected in cyberspace and optimal results obtained by artificial intelligence (AI) exceeding the capabilities of humans fed back to physical space. This process brings new value to industry and society in ways not possible previously. To explore and examine it, the proceedings comprise themes (1) communication industry and beyond that focused on the concept of personalization to the next level of “mass personalization” in the communication fields, (2) social cultural and its implications that explore communities based on interest, religion, or shared identify to achieve a forward-looking society whose members have mutual respect for each other, transcending the generations, and lead an active and enjoyable life, (3) the digitization of content that focuses on the process of converting information into a digital format where the big data becomes the central of this area that make easier to preserve, access, and share information to people worldwide, but implied by the competencies and ethics, (4) governance; politics and good public governance that explore the way public control others and participate to all governance-related activities for encouraging transparency and public accountability politics and democracy, (5) entrepreneurship that focuses on the endorsement of technological-based innovation that give opportunity to create and develop an initiative effected to society, from a scale up start-up to a global level or become a social entrepreneur using the technology as a place to break a social change, and (6) special issues exploring interests in global, regional, national, and local level.

Inventive Communication and Computational Technologies

Inventive Communication and Computational Technologies Book
Author : G. Ranganathan,Joy Chen,Álvaro Rocha
Publisher : Springer Nature
Release : 2020-09-24
ISBN : 981157345X
Language : En, Es, Fr & De

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Book Description :

This book gathers selected papers presented at the 4th International Conference on Inventive Communication and Computational Technologies (ICICCT 2020), held on 28–29 May 2020 at Gnanamani College of Technology, Tamil Nadu, India. The respective contributions highlight recent research efforts and advances in a new paradigm called ISMAC (IoT in Social, Mobile, Analytics and Cloud contexts). The topics covered include the Internet of Things, Social Networks, Mobile Communications, Big Data Analytics, Bio-inspired Computing and Cloud Computing. Given its scope, the book is chiefly intended for academics and practitioners working to resolve practical issues in this area.

Digitalisation and Organisation Design

Digitalisation and Organisation Design Book
Author : Mohammad Nabil Almunawar,Md Zahidul Islam,Patricia Ordóñez de Pablos
Publisher : Routledge
Release : 2022-02-28
ISBN : 1000535231
Language : En, Es, Fr & De

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Book Description :

Digitalisation and Organization Design aims to address key topics related to organisation design and knowledge management in the digital economy with organisational context, particularly in Asia. Asian nations are moving fast toward the digital economy. Doing business in the digital economy is different from the old way, the role of organisation design and knowledge management is crucial to support innovative and creative ideas for tapping the huge market opportunities in which people are ready for digitalisation. Chapters in the book cover important topics related to organisation design and knowledge management for organisations, especially business organisations in Asia to prepare and cultivate necessary means for advancing in the digital economy. This book offers readers a unique value, bringing new perspectives to understanding emerging business opportunities and challenges in Asia. It will present a valuable collection of chapters with empirical studies from leading researchers on the related topic within the main theme (Asian economies, digitalisation, knowledge management, organisational design) The collection of chapters will be conceptually and practically beneficial for academics, students and policy makers. interested in the latest developments in organisation design and knowledge management in the digital economy in Asia. This book can be used as a main or supplementary resource for undergraduate and postgraduate students in business and related areas.

Information Systems Engineering in Responsible Information Systems

Information Systems Engineering in Responsible Information Systems Book
Author : Cinzia Cappiello,Marcela Ruiz
Publisher : Springer
Release : 2019-05-23
ISBN : 3030212971
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed proceedings of the CAiSE Forum 2019 held in Rome, Italy, as part of the 31st International Conference on Advanced Information Systems Engineering, CAiSE 2019, in June 2019. The CAiSE Forum - one of the traditional tracks of the CAiSE conference - aims to present emerging new topics and controversial positions, as well as demonstration of innovative systems, tools and applications related to information systems engineering. This year’s theme was “Responsible Information Systems”. The 19 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 14 direct submissions (of which 7 full papers were selected), plus 15 transfers from the CAiSE main conference (which resulted in another 12 full and 3 short papers).

Enhanced Telemedicine and e Health

Enhanced Telemedicine and e Health Book
Author : Gonçalo Marques,Akash Kumar Bhoi,Isabel de la Torre Díez,Begonya Garcia-Zapirain
Publisher : Springer Nature
Release : 2021-06-10
ISBN : 3030701115
Language : En, Es, Fr & De

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Book Description :

In recent years, new applications on computer-aided technologies for telemedicine have emerged. Therefore, it is essential to capture this growing research area concerning the requirements of telemedicine. This book presents the latest findings on soft computing, artificial intelligence, Internet of Things and related computer-aided technologies for enhanced telemedicine and e-health. Furthermore, this volume includes comprehensive reviews describing procedures and techniques, which are crucial to support researchers in the field who want to replicate these methodologies in solving their related research problems. On the other hand, the included case studies present novel approaches using computer-aided methods for enhanced telemedicine and e-health. This volume aims to support future research activities in this domain. Consequently, the content has been selected to support not only academics or engineers but also to be used by healthcare professionals.

Business and the Ethical Implications of Technology

Business and the Ethical Implications of Technology Book
Author : Kirsten Martin,Katie Shilton,Jeffery Smith
Publisher : Springer Nature
Release : 2022-12-11
ISBN : 3031187946
Language : En, Es, Fr & De

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Book Description :

This book focuses on how firms should engage ethical choices in developing and deploying digital technologies. Digital technologies are devices that rely on rapidly accelerating digital sensing, storage, and transmission capabilities to intervene in human processes. While the ethics of technology is analyzed across disciplines from science and technology studies (STS), engineering, computer science, critical management studies, and law, less attention is paid to the role that firms and managers play in the design, development, and dissemination of technology across communities and within their firm. This book covers the topic from three angles. First, it illuminates diverse facets of the intersection of technology and business ethics. Second, it uses themes to explore what business ethics offers to the study of technology and, third, what technology studies offers to the field of business ethics. Each field brings expertise that, together, improves our understanding of the ethical implications of technology. Chapter “A Micro-ethnographic Study of Big Data-Based Innovation in the Financial Services Sector: Governance, Ethics and Organisational Practices", chapter ”The Challenges of Algorithm-Based HR Decision-Making for Personal Integrity" and chapter “Female CEOs and Core Earnings Quality: New Evidence on the Ethics Versus Risk-Aversion Puzzle" are available open access under a Creative Commons Attribution 4.0 International license via link.springer.com.

Building the Data Warehouse

Building the Data Warehouse Book
Author : W. H. Inmon
Publisher : John Wiley & Sons
Release : 2002-10-01
ISBN : 0471270482
Language : En, Es, Fr & De

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Book Description :

The data warehousing bible updated for the new millennium Updated and expanded to reflect the many technological advances occurring since the previous edition, this latest edition of the data warehousing "bible" provides a comprehensive introduction to building data marts, operational data stores, the Corporate Information Factory, exploration warehouses, and Web-enabled warehouses. Written by the father of the data warehouse concept, the book also reviews the unique requirements for supporting e-business and explores various ways in which the traditional data warehouse can be integrated with new technologies to provide enhanced customer service, sales, and support-both online and offline-including near-line data storage techniques.