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Real Time Operational Intelligence
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Book Synopsis Real-time Strategy and Business Intelligence by : Marko Kohtamäki
Download or read book Real-time Strategy and Business Intelligence written by Marko Kohtamäki and published by Springer. This book was released on 2017-07-05 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses and conceptualizes practices on real-time strategy, focusing on the interplay between strategy and business intelligence. Combining strategic practices and business intelligence systems, the authors demonstrate how managerial practices can be developed in the age of digitization. Also developing the concept of strategic agility, the book provides perspectives from a range of disciplines including strategic practices and decision making, customer relationship management, human resource management, competitive intelligence, supplier network management and business intelligence systems. Presenting managerial frameworks and guidelines, Real-time Strategy and Business Intelligence explores how to improve utilization of business intelligence systems in real-time decision making. Providing practical and future-oriented insights backed by examples and best practices, the authors present a clearly conceptualized theoretical framework.
Book Synopsis Real-time Operational Intelligence by : Gerard Blokdyk
Download or read book Real-time Operational Intelligence written by Gerard Blokdyk and published by Createspace Independent Publishing Platform. This book was released on 2017-10-22 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is the Real-Time Operational Intelligence scope manageable? Who will be responsible for making the decisions to include or exclude requested changes once Real-Time Operational Intelligence is underway? Is there a recommended audit plan for routine surveillance inspections of Real-Time Operational Intelligence's gains? Among the Real-Time Operational Intelligence product and service cost to be estimated, which is considered hardest to estimate? How do we go about Comparing Real-Time Operational Intelligence approaches/solutions? This one-of-a-kind Real-Time Operational Intelligence self-assessment will make you the trusted Real-Time Operational Intelligence domain assessor by revealing just what you need to know to be fluent and ready for any Real-Time Operational Intelligence challenge. How do I reduce the effort in the Real-Time Operational Intelligence work to be done to get problems solved? How can I ensure that plans of action include every Real-Time Operational Intelligence task and that every Real-Time Operational Intelligence outcome is in place? How will I save time investigating strategic and tactical options and ensuring Real-Time Operational Intelligence opportunity costs are low? How can I deliver tailored Real-Time Operational Intelligence advise instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Real-Time Operational Intelligence essentials are covered, from every angle: the Real-Time Operational Intelligence self-assessment shows succinctly and clearly that what needs to be clarified to organize the business/project activities and processes so that Real-Time Operational Intelligence outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Real-Time Operational Intelligence practitioners. Their mastery, combined with the uncommon elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Real-Time Operational Intelligence are maximized with professional results. Your purchase includes access to the $249 value Real-Time Operational Intelligence self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.
Book Synopsis Big Data Analytics Using Splunk by : Peter Zadrozny
Download or read book Big Data Analytics Using Splunk written by Peter Zadrozny and published by Apress. This book was released on 2013-08-23 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics Using Splunk is a hands-on book showing how to process and derive business value from big data in real time. Examples in the book draw from social media sources such as Twitter (tweets) and Foursquare (check-ins). You also learn to draw from machine data, enabling you to analyze, say, web server log files and patterns of user access in real time, as the access is occurring. Gone are the days when you need be caught out by shifting public opinion or sudden changes in customer behavior. Splunk’s easy to use engine helps you recognize and react in real time, as events are occurring. Splunk is a powerful, yet simple analytical tool fast gaining traction in the fields of big data and operational intelligence. Using Splunk, you can monitor data in real time, or mine your data after the fact. Splunk’s stunning visualizations aid in locating the needle of value in a haystack of a data. Geolocation support spreads your data across a map, allowing you to drill down to geographic areas of interest. Alerts can run in the background and trigger to warn you of shifts or events as they are taking place. With Splunk you can immediately recognize and react to changing trends and shifting public opinion as expressed through social media, and to new patterns of eCommerce and customer behavior. The ability to immediately recognize and react to changing trends provides a tremendous advantage in today’s fast-paced world of Internet business. Big Data Analytics Using Splunk opens the door to an exciting world of real-time operational intelligence. Built around hands-on projects Shows how to mine social media Opens the door to real-time operational intelligence
Book Synopsis Real-time Operational Intelligence by : Gerardus Blokdyk
Download or read book Real-time Operational Intelligence written by Gerardus Blokdyk and published by Createspace Independent Publishing Platform. This book was released on 2018-05 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: How will you measure your Real-Time Operational Intelligence effectiveness? Do we cover the five essential competencies-Communication, Collaboration, Innovation, Adaptability, and Leadership that improve an organization's ability to leverage the new Real-Time Operational Intelligence in a volatile global economy? What sources do you use to gather information for a Real-Time Operational Intelligence study? Does Real-Time Operational Intelligence appropriately measure and monitor risk? How can the value of Real-Time Operational Intelligence be defined? This best-selling Real-Time Operational Intelligence self-assessment will make you the entrusted Real-Time Operational Intelligence domain specialist by revealing just what you need to know to be fluent and ready for any Real-Time Operational Intelligence challenge. How do I reduce the effort in the Real-Time Operational Intelligence work to be done to get problems solved? How can I ensure that plans of action include every Real-Time Operational Intelligence task and that every Real-Time Operational Intelligence outcome is in place? How will I save time investigating strategic and tactical options and ensuring Real-Time Operational Intelligence costs are low? How can I deliver tailored Real-Time Operational Intelligence advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Real-Time Operational Intelligence essentials are covered, from every angle: the Real-Time Operational Intelligence self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Real-Time Operational Intelligence outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Real-Time Operational Intelligence practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Real-Time Operational Intelligence are maximized with professional results. Your purchase includes access details to the Real-Time Operational Intelligence self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book.
Book Synopsis Enabling Real-Time Business Intelligence by : Malu Castellanos
Download or read book Enabling Real-Time Business Intelligence written by Malu Castellanos and published by Springer. This book was released on 2010-07-23 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s competitive and highly dynamic environment, organizations need new so- tions to enable them to solve modern business problems and to make decisions using integrated, trustworthy, and up-to-date data. Modern real-time enterprises need to act on events as they happen. They need new, easy-to-use intelligent solutions capable of analyzing heterogeneous real-time enterprise data to provide insight and actionable information at the right time. To enable real-time enterprises, we need fundamental advancements in the science and engineering that underlie intelligent information management including: the management of streaming data; the modeling, analysis and management of unstructured data; along with the integrated use of unstructured, se- structured, and structure data. We need new models and paradigms that raise the level of abstraction used in such critical technologies as ETL, data warehousing, and event and business process modeling. The series of BIRTE workshops aims to provide a forum to discuss and advance the foundational science and engineering required to enable real-time business intel- gence and the novel applications and solutions that build on these foundational te- niques. Following the success of our first workshop, BIRTE 2006, held in Seoul, Korea, in conjunction with VLDB 2006, and our second workshop, BIRTE 2008, held in Auckland, New Zealand, with VLDB 2008, our third workshop was held in Lyon, France on August 24, 2009 with VLDB 2009.
Book Synopsis Real-Time Business Intelligence and Analytics by : Malu Castellanos
Download or read book Real-Time Business Intelligence and Analytics written by Malu Castellanos and published by Springer Nature. This book was released on 2019-10-10 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed conference proceedings of the BIRTE workshops listed below, which were held in in conjunction with VLDB, the International Conference on Very Large Data Bases: 9th International Workshop on Business Intelligence for the Real-Time Enterprise, BIRTE 2015, held in Kohala Coast, Hawaii, in August 2015, 10th International Workshop on Enabling Real-Time Business Intelligence, BIRTE 2016, held in New Delhi, India, in September 2016, 11th International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2017, held in Munich, Germany, in August 2017. The BIRTE workshop series provides a forum for the discussion and advancement of the science and engineering enabling real-time business intelligence and the novel applications that build on these foundational techniques. The book includes five selected papers from BIRTE 2015; five selected papers from BIRTE 2016; and three selected papers from BIRTE 2017.
Book Synopsis Real-Time Operational Intelligence Third Edition by : Gerardus Blokdyk
Download or read book Real-Time Operational Intelligence Third Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2018-09-18 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Which customers cant participate in our Real-Time Operational Intelligence domain because they lack skills, wealth, or convenient access to existing solutions? Do we aggressively reward and promote the people who have the biggest impact on creating excellent Real-Time Operational Intelligence services/products? What business benefits will Real-Time Operational Intelligence goals deliver if achieved? Are there Real-Time Operational Intelligence problems defined? What potential environmental factors impact the Real-Time Operational Intelligence effort? This astounding Real-Time Operational Intelligence self-assessment will make you the reliable Real-Time Operational Intelligence domain adviser by revealing just what you need to know to be fluent and ready for any Real-Time Operational Intelligence challenge. How do I reduce the effort in the Real-Time Operational Intelligence work to be done to get problems solved? How can I ensure that plans of action include every Real-Time Operational Intelligence task and that every Real-Time Operational Intelligence outcome is in place? How will I save time investigating strategic and tactical options and ensuring Real-Time Operational Intelligence costs are low? How can I deliver tailored Real-Time Operational Intelligence advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Real-Time Operational Intelligence essentials are covered, from every angle: the Real-Time Operational Intelligence self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Real-Time Operational Intelligence outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Real-Time Operational Intelligence practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Real-Time Operational Intelligence are maximized with professional results. Your purchase includes access details to the Real-Time Operational Intelligence self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard, and... - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation ...plus an extra, special, resource that helps you with project managing. INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.
Book Synopsis Splunk Operational Intelligence Cookbook by : Josh Diakun
Download or read book Splunk Operational Intelligence Cookbook written by Josh Diakun and published by Packt Publishing Ltd. This book was released on 2016-06-08 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over 70 practical recipes to gain operational data intelligence with Splunk Enterprise About This Book This is the most up-to-date book on Splunk 6.3 and teaches you how to tackle real-world operational intelligence scenarios efficiently Get business insights using machine data using this easy-to-follow guide Search, monitor, and analyze your operational data skillfully using this recipe-based, practical guide Who This Book Is For This book is intended for users of all levels who are looking to leverage the Splunk Enterprise platform as a valuable operational intelligence tool. The recipes provided in this book will appeal to individuals from all facets of business, IT, security, product, marketing, and many more! Also, existing users of Splunk who want to upgrade and get up and running with Splunk 6.3 will find this book invaluable. What You Will Learn Use Splunk to gather, analyze, and report on data Create dashboards and visualizations that make data meaningful Build an operational intelligence application with extensive features and functionality Enrich operational data with lookups and workflows Model and accelerate data and perform pivot-based reporting Build real-time, scripted, and other intelligence-driven alerts Summarize data for longer term trending, reporting, and analysis Integrate advanced JavaScript charts and leverage Splunk's API In Detail Splunk makes it easy for you to take control of your data, and with Splunk Operational Cookbook, you can be confident that you are taking advantage of the Big Data revolution and driving your business with the cutting edge of operational intelligence and business analytics. With more than 70 recipes that demonstrate all of Splunk's features, not only will you find quick solutions to common problems, but you'll also learn a wide range of strategies and uncover new ideas that will make you rethink what operational intelligence means to you and your organization. You'll discover recipes on data processing, searching and reporting, dashboards, and visualizations to make data shareable, communicable, and most importantly meaningful. You'll also find step-by-step demonstrations that walk you through building an operational intelligence application containing vital features essential to understanding data and to help you successfully integrate a data-driven way of thinking in your organization. Throughout the book, you'll dive deeper into Splunk, explore data models and pivots to extend your intelligence capabilities, and perform advanced searching to explore your data in even more sophisticated ways. Splunk is changing the business landscape, so make sure you're taking advantage of it. Style and approach Splunk is an excellent platform that allows you to make sense of machine data with ease. The adoption of Splunk has been huge and everyone who has gone beyond installing Splunk wants to know how to make most of it. This book will not only teach you how to use Splunk in real-world scenarios to get business insights, but will also get existing Splunk users up to date with the latest Splunk 6.3 release.
Book Synopsis Business Intelligence for the Real-Time Enterprises by : Christoph Bussler
Download or read book Business Intelligence for the Real-Time Enterprises written by Christoph Bussler and published by Springer. This book was released on 2007-08-22 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Business Intelligence for the Real-Time Enterprise, BIRTE 2006, held in Seoul, Korea in September 2006 in conjunction with VLDB 2006, the International Conference on Very Large Data Bases. The papers discuss the five major aspects of business intelligence for the real-time enterprise.
Book Synopsis Splunk: Enterprise Operational Intelligence Delivered by : Betsy Page Sigman
Download or read book Splunk: Enterprise Operational Intelligence Delivered written by Betsy Page Sigman and published by Packt Publishing Ltd. This book was released on 2017-02-28 with total page 962 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demystify Big Data and discover how to bring operational intelligence to your data to revolutionize your work About This Book Get maximum use out of your data with Splunk's exceptional analysis and visualization capabilities Analyze and understand your operational data skillfully using this end-to-end course Full coverage of high-level Splunk techniques such as advanced searches, manipulations, and visualization Who This Book Is For This course is for software developers who wish to use Splunk for operational intelligence to make sense of their machine data. The content in this course will appeal to individuals from all facets of business, IT, security, product, marketing, and many more What You Will Learn Install and configure the latest version of Splunk. Use Splunk to gather, analyze, and report data Create Dashboards and Visualizations that make data meaningful Model and accelerate data and perform pivot-based reporting Integrate advanced JavaScript charts and leverage Splunk's APIs Develop and Manage apps in Splunk Integrate Splunk with R and Tableau using SDKs In Detail Splunk is an extremely powerful tool for searching, exploring, and visualizing data of all types. Splunk is becoming increasingly popular, as more and more businesses, both large and small, discover its ease and usefulness. Analysts, managers, students, and others can quickly learn how to use the data from their systems, networks, web traffic, and social media to make attractive and informative reports. This course will teach everything right from installing and configuring Splunk. The first module is for anyone who wants to manage data with Splunk. You'll start with very basics of Splunk— installing Splunk— before then moving on to searching machine data with Splunk. You will gather data from different sources, isolate them by indexes, classify them into source types, and tag them with the essential fields. With more than 70 recipes on hand in the second module that demonstrate all of Splunk's features, not only will you find quick solutions to common problems, but you'll also learn a wide range of strategies and uncover new ideas that will make you rethink what operational intelligence means to you and your organization. Dive deep into Splunk to find the most efficient solution to your data problems in the third module. Create the robust Splunk solutions you need to make informed decisions in big data machine analytics. From visualizations to enterprise integration, this well-organized high level guide has everything you need for Splunk mastery. This learning path combines some of the best that Packt has to offer into one complete, curated package. It includes content from the following Packt products: Splunk Essentials - Second Edition Splunk Operational Intelligence Cookbook - Second Edition Advanced Splunk Style and approach Packed with several step by step tutorials and a wide range of techniques to take advantage of Splunk and its wide range of capabilities to deliver operational intelligence within your enterpise
Book Synopsis Business Intelligence for Telecommunications by : Deepak Pareek
Download or read book Business Intelligence for Telecommunications written by Deepak Pareek and published by CRC Press. This book was released on 2006-11-29 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together market research reports, business analyst briefings, and technology references into one comprehensive volume, Business Intelligence for Telecommunications identifies those advances in both methods and technology that are being employed to inform decision-making and give companies an edge in the rapidly growing and highly co
Book Synopsis Business Intelligence by : Rajiv Sabherwal
Download or read book Business Intelligence written by Rajiv Sabherwal and published by John Wiley & Sons. This book was released on 2013-02-19 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business professionals who want to advance their careers need to have a strong understanding of how to utilize business intelligence. This new book provides a comprehensive introduction to the basic business and technical concepts they’ll need to know. It integrates case studies that demonstrate how to apply the material. Business professionals will also find suggested further readings that will develop their knowledge and help them succeed.
Book Synopsis Dimensional Modeling: In a Business Intelligence Environment by : Chuck Ballard
Download or read book Dimensional Modeling: In a Business Intelligence Environment written by Chuck Ballard and published by IBM Redbooks. This book was released on 2012-07-31 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this IBM Redbooks publication we describe and demonstrate dimensional data modeling techniques and technology, specifically focused on business intelligence and data warehousing. It is to help the reader understand how to design, maintain, and use a dimensional model for data warehousing that can provide the data access and performance required for business intelligence. Business intelligence is comprised of a data warehousing infrastructure, and a query, analysis, and reporting environment. Here we focus on the data warehousing infrastructure. But only a specific element of it, the data model - which we consider the base building block of the data warehouse. Or, more precisely, the topic of data modeling and its impact on the business and business applications. The objective is not to provide a treatise on dimensional modeling techniques, but to focus at a more practical level. There is technical content for designing and maintaining such an environment, but also business content. For example, we use case studies to demonstrate how dimensional modeling can impact the business intelligence requirements for your business initiatives. In addition, we provide a detailed discussion on the query aspects of BI and data modeling. For example, we discuss query optimization and how you can determine performance of the data model prior to implementation. You need a solid base for your data warehousing infrastructure . . . . a solid data model.
Book Synopsis MongoDB Applied Design Patterns by : Rick Copeland
Download or read book MongoDB Applied Design Patterns written by Rick Copeland and published by "O'Reilly Media, Inc.". This book was released on 2013-03-04 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you’re building a social media site or an internal-use enterprise application, this hands-on guide shows you the connection between MongoDB and the business problems it’s designed to solve. You’ll learn how to apply MongoDB design patterns to several challenging domains, such as ecommerce, content management, and online gaming. Using Python and JavaScript code examples, you’ll discover how MongoDB lets you scale your data model while simplifying the development process. Many businesses launch NoSQL databases without understanding the techniques for using their features most effectively. This book demonstrates the benefits of document embedding, polymorphic schemas, and other MongoDB patterns for tackling specific big data use cases, including: Operational intelligence: Perform real-time analytics of business data Ecommerce: Use MongoDB as a product catalog master or inventory management system Content management: Learn methods for storing content nodes, binary assets, and discussions Online advertising networks: Apply techniques for frequency capping ad impressions, and keyword targeting and bidding Social networking: Learn how to store a complex social graph, modeled after Google+ Online gaming: Provide concurrent access to character and world data for a multiplayer role-playing game
Book Synopsis Data-Driven Business Intelligence Systems for Socio-Technical Organizations by : Keikhosrokiani, Pantea
Download or read book Data-Driven Business Intelligence Systems for Socio-Technical Organizations written by Keikhosrokiani, Pantea and published by IGI Global. This book was released on 2024-04-09 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence of modern technology and social dynamics have shaped the very fabric of today’s organizations, making the role of Business Intelligence (BI) profoundly significant. Data-Driven Business Intelligence Systems for Socio-Technical Organizations delves into the heart of this transformative realm, offering an academic exploration of the tools, strategies, and methodologies that propel enterprises toward data-driven decision-making excellence. Socio-technical organizations, with their intricate interplay between human and technological components, require a unique approach to BI. This book embarks on a comprehensive journey, revealing how BI tools empower these entities to decipher the complexities of their data landscape. From user behavior to social interactions, technological systems to environmental factors, this work sheds light on the multifaceted sources of information that inform organizational strategies. Decision-makers within socio-technical organizations leverage BI insights to discern patterns, spot trends, and uncover correlations that influence operations and the intricate social dynamics within their entities. Research covering real-time monitoring and predictive analytics equips these organizations to respond swiftly to demands and anticipate future trends, harnessing the full potential of data. The book delves into their design, development, and architectural nuances, illuminating these concepts through case studies. This book is ideal for business executives, entrepreneurs, data analysts, marketers, government officials, educators, and researchers.
Book Synopsis Business Intelligence for the Real-Time Enterprise by : Malu Castellanos
Download or read book Business Intelligence for the Real-Time Enterprise written by Malu Castellanos and published by Springer Science & Business Media. This book was released on 2009-08-03 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: In todayís competitive and highly dynamic environment, analyzing data to understand how the business is performing, to predict outcomes and trends, and to improve the effectiveness of business processes underlying business operations has become cri- cal. The traditional approach to reporting is no longer adequate, users now demand easy-to-use intelligent platforms and applications capable of analyzing real-time bu- ness data to provide insight and actionable information at the right time. The end goal is to improve the enterprise performance by better and timelier decision making, - abled by the availability of up-to-date, high-quality information. As a response, the notion of "real-time enterprise" has emerged and is beginning to be recognized in the industry. Gartner defines it as “using up-to-date information, getting rid of delays, and using speed for competitive advantage is what the real-time enterprise is all about. . . Indeed, the goal of the real-time enterprise is to act on events as they happen. ” Although there has been progress in this direction and many com- nies are introducing products toward making this vision a reality, there is still a long way to go. In particular, the whole lifecycle of business intelligence requires new techniques and methodologies capable of dealing with the new requirements imposed by the real-time enterprise.
Book Synopsis Big Data Benchmarking by : Tilmann Rabl
Download or read book Big Data Benchmarking written by Tilmann Rabl and published by Springer. This book was released on 2015-06-13 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Big Data Benchmarking, WBDB 2014, held in Potsdam, Germany, in August 2014. The 13 papers presented in this book were carefully reviewed and selected from numerous submissions and cover topics such as benchmarks specifications and proposals, Hadoop and MapReduce - in the different context such as virtualization and cloud - as well as in-memory, data generation, and graphs.
