Performance And Capacity Implications For Big Data

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Performance and Capacity Implications for Big Data

Author : Dave Jewell
Publisher : IBM Redbooks
ISBN 13 : 0738453587
Total Pages : 46 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Performance and Capacity Implications for Big Data by : Dave Jewell

Download or read book Performance and Capacity Implications for Big Data written by Dave Jewell and published by IBM Redbooks. This book was released on 2014-02-07 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data solutions enable us to change how we do business by exploiting previously unused sources of information in ways that were not possible just a few years ago. In IBM® Smarter Planet® terms, big data helps us to change the way that the world works. The purpose of this IBM RedpaperTM publication is to consider the performance and capacity implications of big data solutions, which must be taken into account for them to be viable. This paper describes the benefits that big data approaches can provide. We then cover performance and capacity considerations for creating big data solutions. We conclude with what this means for big data solutions, both now and in the future. Intended readers for this paper include decision-makers, consultants, and IT architects.

Harness the Power of Big Data The IBM Big Data Platform

Author : Paul Zikopoulos
Publisher : McGraw Hill Professional
ISBN 13 : 0071808183
Total Pages : 280 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Harness the Power of Big Data The IBM Big Data Platform by : Paul Zikopoulos

Download or read book Harness the Power of Big Data The IBM Big Data Platform written by Paul Zikopoulos and published by McGraw Hill Professional. This book was released on 2012-11-08 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Boost your Big Data IQ! Gain insight into how to govern and consume IBM’s unique in-motion and at-rest Big Data analytic capabilities Big Data represents a new era of computing—an inflection point of opportunity where data in any format may be explored and utilized for breakthrough insights—whether that data is in-place, in-motion, or at-rest. IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is infusing open source Big Data technologies with IBM innovation that manifest in a platform capable of "changing the game." The four defining characteristics of Big Data—volume, variety, velocity, and veracity—are discussed. You’ll understand how IBM is fully committed to Hadoop and integrating it into the enterprise. Hear about how organizations are taking inventories of their existing Big Data assets, with search capabilities that help organizations discover what they could already know, and extend their reach into new data territories for unprecedented model accuracy and discovery. In this book you will also learn not just about the technologies that make up the IBM Big Data platform, but when to leverage its purpose-built engines for analytics on data in-motion and data at-rest. And you’ll gain an understanding of how and when to govern Big Data, and how IBM’s industry-leading InfoSphere integration and governance portfolio helps you understand, govern, and effectively utilize Big Data. Industry use cases are also included in this practical guide.

Advances in Computing Systems and Applications

Author : Oualid Demigha
Publisher : Springer
ISBN 13 : 3319983520
Total Pages : 334 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advances in Computing Systems and Applications by : Oualid Demigha

Download or read book Advances in Computing Systems and Applications written by Oualid Demigha and published by Springer. This book was released on 2018-08-09 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the 3rd Conference on Computing Systems and Applications (CSA’2018), held at the Ecole Militaire Polytechnique, Algiers, Algeria on April 24–25, 2018. The CSA’2018 constitutes a leading forum for exchanging, discussing and leveraging modern computer systems technology in such varied fields as: data science, computer networks and security, information systems and software engineering, and computer vision. The contributions presented here will help promote and advance the adoption of computer science technologies in industrial, entertainment, social, and everyday applications. Though primarily intended for students, researchers, engineers and practitioners working in the field, it will also benefit a wider audience interested in the latest developments in the computer sciences.

Building Big Data and Analytics Solutions in the Cloud

Author : Wei-Dong Zhu
Publisher : IBM Redbooks
ISBN 13 : 0738453994
Total Pages : 101 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Building Big Data and Analytics Solutions in the Cloud by : Wei-Dong Zhu

Download or read book Building Big Data and Analytics Solutions in the Cloud written by Wei-Dong Zhu and published by IBM Redbooks. This book was released on 2014-12-08 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data is currently one of the most critical emerging technologies. Organizations around the world are looking to exploit the explosive growth of data to unlock previously hidden insights in the hope of creating new revenue streams, gaining operational efficiencies, and obtaining greater understanding of customer needs. It is important to think of big data and analytics together. Big data is the term used to describe the recent explosion of different types of data from disparate sources. Analytics is about examining data to derive interesting and relevant trends and patterns, which can be used to inform decisions, optimize processes, and even drive new business models. With today's deluge of data comes the problems of processing that data, obtaining the correct skills to manage and analyze that data, and establishing rules to govern the data's use and distribution. The big data technology stack is ever growing and sometimes confusing, even more so when we add the complexities of setting up big data environments with large up-front investments. Cloud computing seems to be a perfect vehicle for hosting big data workloads. However, working on big data in the cloud brings its own challenge of reconciling two contradictory design principles. Cloud computing is based on the concepts of consolidation and resource pooling, but big data systems (such as Hadoop) are built on the shared nothing principle, where each node is independent and self-sufficient. A solution architecture that can allow these mutually exclusive principles to coexist is required to truly exploit the elasticity and ease-of-use of cloud computing for big data environments. This IBM® RedpaperTM publication is aimed at chief architects, line-of-business executives, and CIOs to provide an understanding of the cloud-related challenges they face and give prescriptive guidance for how to realize the benefits of big data solutions quickly and cost-effectively.

Big Data: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466698411
Total Pages : 2478 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Big Data: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-04-20 with total page 2478 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Proceedings of the International Symposium for Production Research 2018

Author : Numan M. Durakbasa
Publisher : Springer
ISBN 13 : 331992267X
Total Pages : 963 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Proceedings of the International Symposium for Production Research 2018 by : Numan M. Durakbasa

Download or read book Proceedings of the International Symposium for Production Research 2018 written by Numan M. Durakbasa and published by Springer. This book was released on 2018-08-14 with total page 963 pages. Available in PDF, EPUB and Kindle. Book excerpt: The conference aims at forming a unique platform to bring together academicians and practitioners from industrial engineering and management engineering as well as from other disciplines working on production function applying the tools of operational research and production/operational management. Topics treated include: computer aided manufacturing, industry 4.0, big data and analytics, flexible manufacturing systems, fuzzy logic, industrial applications, information technologies in production management, optimization, production economy, production planning and control, productivity and performance management, project management, quality management, risk analysis and management, supply chain management.

Big Data Analytics in HIV/AIDS Research

Author : Al Mazari, Ali
Publisher : IGI Global
ISBN 13 : 1522532048
Total Pages : 294 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data Analytics in HIV/AIDS Research by : Al Mazari, Ali

Download or read book Big Data Analytics in HIV/AIDS Research written by Al Mazari, Ali and published by IGI Global. This book was released on 2018-04-27 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of new technologies in big data science, the study of medical problems has made significant progress. Connecting medical studies and computational methods is crucial for the advancement of the medical industry. Big Data Analytics in HIV/AIDS Research provides emerging research on the development and implementation of computational techniques in big data analysis for biological and medical practices. While highlighting topics such as deep learning, management software, and molecular modeling, this publication explores the various applications of data analysis in clinical decision making. This book is a vital resource for medical practitioners, nurses, scientists, researchers, and students seeking current research on the connections between data analytics in the field of medicine.

Supercomputing Frontiers

Author : Rio Yokota
Publisher : Springer
ISBN 13 : 3319699539
Total Pages : 293 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Supercomputing Frontiers by : Rio Yokota

Download or read book Supercomputing Frontiers written by Rio Yokota and published by Springer. This book was released on 2018-03-20 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & Libraries Programming System Software Architecture, Network/Communications & Management Data, Storage & Visualisation The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.

Big Data

Author :
Publisher :
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.:/5 (728 download)

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Book Synopsis Big Data by :

Download or read book Big Data written by and published by . This book was released on 2011 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Love Your Work

Author : Robert Dickie III
Publisher : Moody Publishers
ISBN 13 : 0802493955
Total Pages : 224 pages
Book Rating : 4.8/5 (24 download)

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Book Synopsis Love Your Work by : Robert Dickie III

Download or read book Love Your Work written by Robert Dickie III and published by Moody Publishers. This book was released on 2017-01-03 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is your career all it could be? Henry David Thoreau famously said, “The mass of men lead lives of quiet desperation.” Does this describe your current work situation? Whether you’re just starting out, looking for a change, or experiencing unwanted change, there’s a way forward. Love Your Work is about pivoting step-by-step to a more satisfying career. It will help you: Dream up bigger goals than you have now—and meet them Search out new careers or niches within your industry Pursue work and success in the holistic sense Maybe the new economy feels daunting to you. Maybe you’re not sure how to break out of your industry. Maybe you’re struggling to move up in rank. Wherever you are, if you don’t find your work meaningful and engaging, it’s time for a change, and Love Your Work will prepare you to make it. Robert Dickie III is a career advisor and CEO passionate about helping people find their best work. And it shows. He offers motivating stories, insights into today’s market, and dozens of resources for growing in your career. By the end of Love Your Work, you won’t just be equipped for the next move, you’ll be inspired for it. You’ll see work differently, and you’ll want to pursue it like you never have before.

Annals of Entrepreneurship Education and Pedagogy – 2021

Author : Charles H. Matthews
Publisher : Edward Elgar Publishing
ISBN 13 : 1789904463
Total Pages : 464 pages
Book Rating : 4.7/5 (899 download)

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Book Synopsis Annals of Entrepreneurship Education and Pedagogy – 2021 by : Charles H. Matthews

Download or read book Annals of Entrepreneurship Education and Pedagogy – 2021 written by Charles H. Matthews and published by Edward Elgar Publishing. This book was released on 2021-01-29 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are looking for the intersection of past practices, current thinking, and future insights into the ever-expanding world of entrepreneurship education, then you will want to read and explore the fourth edition of the Annals of Entrepreneurship Education and Pedagogy. Prepared under the auspices of the United States Association for Small Business and Entrepreneurship (USASBE), this edited volume covers a broad range of scholarly, practical, and thoughtful perspectives on a compelling range of entrepreneurship education issues.

Handbook of Research on Cloud Infrastructures for Big Data Analytics

Author : Raj, Pethuru
Publisher : IGI Global
ISBN 13 : 1466658657
Total Pages : 570 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Cloud Infrastructures for Big Data Analytics by : Raj, Pethuru

Download or read book Handbook of Research on Cloud Infrastructures for Big Data Analytics written by Raj, Pethuru and published by IGI Global. This book was released on 2014-03-31 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clouds are being positioned as the next-generation consolidated, centralized, yet federated IT infrastructure for hosting all kinds of IT platforms and for deploying, maintaining, and managing a wider variety of personal, as well as professional applications and services. Handbook of Research on Cloud Infrastructures for Big Data Analytics focuses exclusively on the topic of cloud-sponsored big data analytics for creating flexible and futuristic organizations. This book helps researchers and practitioners, as well as business entrepreneurs, to make informed decisions and consider appropriate action to simplify and streamline the arduous journey towards smarter enterprises.

High-Performance Big-Data Analytics

Author : Pethuru Raj
Publisher : Springer
ISBN 13 : 331920744X
Total Pages : 428 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis High-Performance Big-Data Analytics by : Pethuru Raj

Download or read book High-Performance Big-Data Analytics written by Pethuru Raj and published by Springer. This book was released on 2015-10-16 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics. Features: includes case studies and learning activities throughout the book and self-study exercises in every chapter; presents detailed case studies on social media analytics for intelligent businesses and on big data analytics (BDA) in the healthcare sector; describes the network infrastructure requirements for effective transfer of big data, and the storage infrastructure requirements of applications which generate big data; examines real-time analytics solutions; introduces in-database processing and in-memory analytics techniques for data mining; discusses the use of mainframes for handling real-time big data and the latest types of data management systems for BDA; provides information on the use of cluster, grid and cloud computing systems for BDA; reviews the peer-to-peer techniques and tools and the common information visualization techniques, used in BDA.

Information Governance Principles and Practices for a Big Data Landscape

Author : Chuck Ballard
Publisher : IBM Redbooks
ISBN 13 : 0738439592
Total Pages : 280 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Information Governance Principles and Practices for a Big Data Landscape by : Chuck Ballard

Download or read book Information Governance Principles and Practices for a Big Data Landscape written by Chuck Ballard and published by IBM Redbooks. This book was released on 2014-03-31 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication describes how the IBM Big Data Platform provides the integrated capabilities that are required for the adoption of Information Governance in the big data landscape. As organizations embark on new use cases, such as Big Data Exploration, an enhanced 360 view of customers, or Data Warehouse modernization, and absorb ever growing volumes and variety of data with accelerating velocity, the principles and practices of Information Governance become ever more critical to ensure trust in data and help organizations overcome the inherent risks and achieve the wanted value. The introduction of big data changes the information landscape. Data arrives faster than humans can react to it, and issues can quickly escalate into significant events. The variety of data now poses new privacy and security risks. The high volume of information in all places makes it harder to find where these issues, risks, and even useful information to drive new value and revenue are. Information Governance provides an organization with a framework that can align their wanted outcomes with their strategic management principles, the people who can implement those principles, and the architecture and platform that are needed to support the big data use cases. The IBM Big Data Platform, coupled with a framework for Information Governance, provides an approach to build, manage, and gain significant value from the big data landscape.

Big Data Benchmarks, Performance Optimization, and Emerging Hardware

Author : Jianfeng Zhan
Publisher : Springer
ISBN 13 : 3319130218
Total Pages : 221 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Big Data Benchmarks, Performance Optimization, and Emerging Hardware by : Jianfeng Zhan

Download or read book Big Data Benchmarks, Performance Optimization, and Emerging Hardware written by Jianfeng Zhan and published by Springer. This book was released on 2014-11-10 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

Big Data For Dummies

Author : Judith S. Hurwitz
Publisher : John Wiley & Sons
ISBN 13 : 1118644174
Total Pages : 336 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Big Data For Dummies by : Judith S. Hurwitz

Download or read book Big Data For Dummies written by Judith S. Hurwitz and published by John Wiley & Sons. This book was released on 2013-04-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find the right big data solution for your business or organization Big data management is one of the major challenges facing business, industry, and not-for-profit organizations. Data sets such as customer transactions for a mega-retailer, weather patterns monitored by meteorologists, or social network activity can quickly outpace the capacity of traditional data management tools. If you need to develop or manage big data solutions, you'll appreciate how these four experts define, explain, and guide you through this new and often confusing concept. You'll learn what it is, why it matters, and how to choose and implement solutions that work. Effectively managing big data is an issue of growing importance to businesses, not-for-profit organizations, government, and IT professionals Authors are experts in information management, big data, and a variety of solutions Explains big data in detail and discusses how to select and implement a solution, security concerns to consider, data storage and presentation issues, analytics, and much more Provides essential information in a no-nonsense, easy-to-understand style that is empowering Big Data For Dummies cuts through the confusion and helps you take charge of big data solutions for your organization.

Research Anthology on Big Data Analytics, Architectures, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668436639
Total Pages : 1988 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Big Data Analytics, Architectures, and Applications by : Management Association, Information Resources

Download or read book Research Anthology on Big Data Analytics, Architectures, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-09-24 with total page 1988 pages. Available in PDF, EPUB and Kindle. Book excerpt: Society is now completely driven by data with many industries relying on data to conduct business or basic functions within the organization. With the efficiencies that big data bring to all institutions, data is continuously being collected and analyzed. However, data sets may be too complex for traditional data-processing, and therefore, different strategies must evolve to solve the issue. The field of big data works as a valuable tool for many different industries. The Research Anthology on Big Data Analytics, Architectures, and Applications is a complete reference source on big data analytics that offers the latest, innovative architectures and frameworks and explores a variety of applications within various industries. Offering an international perspective, the applications discussed within this anthology feature global representation. Covering topics such as advertising curricula, driven supply chain, and smart cities, this research anthology is ideal for data scientists, data analysts, computer engineers, software engineers, technologists, government officials, managers, CEOs, professors, graduate students, researchers, and academicians.