Beyond Databases Architectures And Structures Facing The Challenges Of Data Proliferation And Growing Variety

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Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety

Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Facing the Challenges of Data Proliferation and Growing Variety Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Publisher : Springer
Page : 514 pages
File Size : 43,7 Mb
Release : 2018-09-07
Category : Computers
ISBN : 9783319999876

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Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety by Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 14th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2018, held in Poznań, Poland, in September 2018, during the IFIP World Computer Congress. It consists of 38 carefully reviewed papers selected from 102 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing; artificial intelligence, data mining and knowledge discovery; text mining, natural language processing, ontologies and semantic web; image analysis and multimedia mining.

Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery

Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Advanced Technologies for Data Mining and Knowledge Discovery Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Publisher : Springer
Page : 738 pages
File Size : 52,7 Mb
Release : 2016-04-28
Category : Computers
ISBN : 9783319340999

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Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery by Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 12th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2016, held in Ustroń, Poland, in May/June 2016. It consists of 57 carefully reviewed papers selected from 152 submissions. The papers are organized in topical sections, namely artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; data warehousing and OLAP; natural language processing, ontologies and semantic Web; bioinformatics and biomedical data analysis; data processing tools; novel applications of database systems.

Beyond Databases, Architectures and Structures

Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Publisher : Springer
Page : 612 pages
File Size : 46,9 Mb
Release : 2015-04-28
Category : Computers
ISBN : 9783319184227

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Beyond Databases, Architectures and Structures by Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 11th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2015, held in Ustroń, Poland, in May 2015. This book consists of 53 carefully revised selected papers that are assigned to 8 thematic groups: database architectures and performance; data integration, storage and data warehousing; ontologies and semantic web; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; spatial data analysis; database systems development; application of database systems.

Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation

Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Towards Efficient Solutions for Data Analysis and Knowledge Representation Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Publisher : Springer
Page : 585 pages
File Size : 45,8 Mb
Release : 2017-05-16
Category : Computers
ISBN : 9783319582740

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Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation by Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 13th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2017, held in Ustroń, Poland, in May/June 2017. It consists of 44 carefully reviewed papers selected from 118 submissions. The papers are organized in topical sections, namely big data and cloud computing; artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; text mining, natural language processing, ontologies and semantic web; bioinformatics and biological data analysis; industrial applications; data mining tools, optimization and compression.

Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis

Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Paving the Road to Smart Data Processing and Analysis Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa
Publisher : Springer
Page : 372 pages
File Size : 55,6 Mb
Release : 2019-05-07
Category : Computers
ISBN : 9783030190934

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Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis by Stanisław Kozielski,Dariusz Mrozek,Paweł Kasprowski,Bożena Małysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019. It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing and analysis; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; bioinformatics and biomedical data analysis; industrial applications; networks and security.

Beyond Databases, Architectures and Structures

Stanisław Kozielski,Dariusz Mrozek,Pawel Kasprowski,Bozena Malysiak-Mrozek,Daniel Kostrzewa
Beyond Databases Architectures and Structures Book PDF

Author : Stanisław Kozielski,Dariusz Mrozek,Pawel Kasprowski,Bozena Malysiak-Mrozek,Daniel Kostrzewa
Publisher : Unknown
Page : 367 pages
File Size : 53,9 Mb
Release : 2019
Category : Data mining
ISBN : 3030190943

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Beyond Databases, Architectures and Structures by Stanisław Kozielski,Dariusz Mrozek,Pawel Kasprowski,Bozena Malysiak-Mrozek,Daniel Kostrzewa Pdf

This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019. It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing and analysis; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; bioinformatics and biomedical data analysis; industrial applications; networks and security.

Big Data

Min Chen,Shiwen Mao,Yin Zhang,Victor C.M. Leung
Big Data Book PDF

Author : Min Chen,Shiwen Mao,Yin Zhang,Victor C.M. Leung
Publisher : Springer
Page : 89 pages
File Size : 44,9 Mb
Release : 2014-05-05
Category : Computers
ISBN : 9783319062457

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Big Data by Min Chen,Shiwen Mao,Yin Zhang,Victor C.M. Leung Pdf

This Springer Brief provides a comprehensive overview of the background and recent developments of big data. The value chain of big data is divided into four phases: data generation, data acquisition, data storage and data analysis. For each phase, the book introduces the general background, discusses technical challenges and reviews the latest advances. Technologies under discussion include cloud computing, Internet of Things, data centers, Hadoop and more. The authors also explore several representative applications of big data such as enterprise management, online social networks, healthcare and medical applications, collective intelligence and smart grids. This book concludes with a thoughtful discussion of possible research directions and development trends in the field. Big Data: Related Technologies, Challenges and Future Prospects is a concise yet thorough examination of this exciting area. It is designed for researchers and professionals interested in big data or related research. Advanced-level students in computer science and electrical engineering will also find this book useful.

Global Trends 2040

National Intelligence Council
Global Trends 2040 Book PDF

Author : National Intelligence Council
Publisher : Cosimo Reports
Page : 158 pages
File Size : 50,6 Mb
Release : 2021-03
Category : Electronic
ISBN : 1646794974

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Global Trends 2040 by National Intelligence Council Pdf

"The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.

The Enterprise Big Data Lake

Alex Gorelik
The Enterprise Big Data Lake Book PDF

Author : Alex Gorelik
Publisher : "O'Reilly Media, Inc."
Page : 224 pages
File Size : 50,8 Mb
Release : 2019-02-21
Category : Computers
ISBN : 9781491931509

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The Enterprise Big Data Lake by Alex Gorelik Pdf

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

Big Data Application Architecture Q&A

Nitin Sawant,Himanshu Shah
Big Data Application Architecture Q A Book PDF

Author : Nitin Sawant,Himanshu Shah
Publisher : Apress
Page : 157 pages
File Size : 53,9 Mb
Release : 2014-01-24
Category : Computers
ISBN : 9781430262930

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Big Data Application Architecture Q&A by Nitin Sawant,Himanshu Shah Pdf

Big Data Application Architecture Pattern Recipes provides an insight into heterogeneous infrastructures, databases, and visualization and analytics tools used for realizing the architectures of big data solutions. Its problem-solution approach helps in selecting the right architecture to solve the problem at hand. In the process of reading through these problems, you will learn harness the power of new big data opportunities which various enterprises use to attain real-time profits. Big Data Application Architecture Pattern Recipes answers one of the most critical questions of this time 'how do you select the best end-to-end architecture to solve your big data problem?'. The book deals with various mission critical problems encountered by solution architects, consultants, and software architects while dealing with the myriad options available for implementing a typical solution, trying to extract insight from huge volumes of data in real–time and across multiple relational and non-relational data types for clients from industries like retail, telecommunication, banking, and insurance. The patterns in this book provide the strong architectural foundation required to launch your next big data application. The architectures for realizing these opportunities are based on relatively less expensive and heterogeneous infrastructures compared to the traditional monolithic and hugely expensive options that exist currently. This book describes and evaluates the benefits of heterogeneity which brings with it multiple options of solving the same problem, evaluation of trade-offs and validation of 'fitness-for-purpose' of the solution.

Data Mesh

Zhamak Dehghani
Data Mesh Book PDF

Author : Zhamak Dehghani
Publisher : "O'Reilly Media, Inc."
Page : 387 pages
File Size : 40,5 Mb
Release : 2022-03-08
Category : Computers
ISBN : 9781492092360

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Data Mesh by Zhamak Dehghani Pdf

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice. Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how. Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures Analyze the landscape's underlying characteristics and failure modes Get a complete introduction to data mesh principles and its constituents Learn how to design a data mesh architecture Move beyond a monolithic data lake to a distributed data mesh.

Big Data, Analytics, and the Future of Marketing and Sales

Mckinsey Chief Marketing & Sales Officer Forum
Big Data Analytics and the Future of Marketing and Sales Book PDF

Author : Mckinsey Chief Marketing & Sales Officer Forum
Publisher : Createspace Independent Pub
Page : 156 pages
File Size : 49,9 Mb
Release : 2014-08-02
Category : Computers
ISBN : 1500721093

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Big Data, Analytics, and the Future of Marketing and Sales by Mckinsey Chief Marketing & Sales Officer Forum Pdf

Big Data is the biggest game-changing opportunity for marketing and sales since the Internet went mainstream almost 20 years ago. The data big bang has unleashed torrents of terabytes about everything from customer behaviors to weather patterns to demographic consumer shifts in emerging markets. This collection of articles, videos, interviews, and slideshares highlights the most important lessons for companies looking to turn data into above-market growth: Using analytics to identify valuable business opportunities from the data to drive decisions and improve marketing return on investment (MROI) Turning those insights into well-designed products and offers that delight customers Delivering those products and offers effectively to the marketplace.The goldmine of data represents a pivot-point moment for marketing and sales leaders. Companies that inject big data and analytics into their operations show productivity rates and profitability that are 5 percent to 6 percent higher than those of their peers. That's an advantage no company can afford to ignore.

I Heart Logs

Jay Kreps
I Heart Logs Book PDF

Author : Jay Kreps
Publisher : "O'Reilly Media, Inc."
Page : 60 pages
File Size : 49,9 Mb
Release : 2014-09-23
Category : Computers
ISBN : 9781491909331

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I Heart Logs by Jay Kreps Pdf

Why a book about logs? That’s easy: the humble log is an abstraction that lies at the heart of many systems, from NoSQL databases to cryptocurrencies. Even though most engineers don’t think much about them, this short book shows you why logs are worthy of your attention. Based on his popular blog posts, LinkedIn principal engineer Jay Kreps shows you how logs work in distributed systems, and then delivers practical applications of these concepts in a variety of common uses—data integration, enterprise architecture, real-time stream processing, data system design, and abstract computing models. Go ahead and take the plunge with logs; you’re going love them. Learn how logs are used for programmatic access in databases and distributed systems Discover solutions to the huge data integration problem when more data of more varieties meet more systems Understand why logs are at the heart of real-time stream processing Learn the role of a log in the internals of online data systems Explore how Jay Kreps applies these ideas to his own work on data infrastructure systems at LinkedIn

Bone Tissue Engineering

Jeffrey O. Hollinger,Thomas A. Einhorn,Bruce Doll,Charles Sfeir
Bone Tissue Engineering Book PDF

Author : Jeffrey O. Hollinger,Thomas A. Einhorn,Bruce Doll,Charles Sfeir
Publisher : CRC Press
Page : 500 pages
File Size : 43,7 Mb
Release : 2004-10-14
Category : Medical
ISBN : 9781135501914

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Bone Tissue Engineering by Jeffrey O. Hollinger,Thomas A. Einhorn,Bruce Doll,Charles Sfeir Pdf

Focusing on bone biology, Bone Tissue Engineering integrates basic sciences with tissue engineering. It includes contributions from world-renowned researchers and clinicians who discuss key topics such as different models and approaches to bone tissue engineering, as well as exciting clinical applications for patients. Divided into four sections, t

Database Systems

Paolo Atzeni
Database Systems Book PDF

Author : Paolo Atzeni
Publisher : Unknown
Page : 646 pages
File Size : 52,7 Mb
Release : 1999
Category : Computers
ISBN : UOM:39015045661470

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Database Systems by Paolo Atzeni Pdf

Covers the important requirements of teaching databases with a modular and progressive perspective. This book can be used for a full course (or pair of courses), but its first half can be profitably used for a shorter course.