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Enabling Real-time Analytics on IBM z Systems Platform

Author : Lydia Parziale
Publisher : IBM Redbooks
ISBN 13 : 0738441864
Total Pages : 218 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Enabling Real-time Analytics on IBM z Systems Platform by : Lydia Parziale

Download or read book Enabling Real-time Analytics on IBM z Systems Platform written by Lydia Parziale and published by IBM Redbooks. This book was released on 2016-08-08 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Regarding online transaction processing (OLTP) workloads, IBM® z SystemsTM platform, with IBM DB2®, data sharing, Workload Manager (WLM), geoplex, and other high-end features, is the widely acknowledged leader. Most customers now integrate business analytics with OLTP by running, for example, scoring functions from transactional context for real-time analytics or by applying machine-learning algorithms on enterprise data that is kept on the mainframe. As a result, IBM adds investment so clients can keep the complete lifecycle for data analysis, modeling, and scoring on z Systems control in a cost-efficient way, keeping the qualities of services in availability, security, reliability that z Systems solutions offer. Because of the changed architecture and tighter integration, IBM has shown, in a customer proof-of-concept, that a particular client was able to achieve an orders-of-magnitude improvement in performance, allowing that client's data scientist to investigate the data in a more interactive process. Open technologies, such as Predictive Model Markup Language (PMML) can help customers update single components instead of being forced to replace everything at once. As a result, you have the possibility to combine your preferred tool for model generation (such as SAS Enterprise Miner or IBM SPSS® Modeler) with a different technology for model scoring (such as Zementis, a company focused on PMML scoring). IBM SPSS Modeler is a leading data mining workbench that can apply various algorithms in data preparation, cleansing, statistics, visualization, machine learning, and predictive analytics. It has over 20 years of experience and continued development, and is integrated with z Systems. With IBM DB2 Analytics Accelerator 5.1 and SPSS Modeler 17.1, the possibility exists to do the complete predictive model creation including data transformation within DB2 Analytics Accelerator. So, instead of moving the data to a distributed environment, algorithms can be pushed to the data, using cost-efficient DB2 Accelerator for the required resource-intensive operations. This IBM Redbooks® publication explains the overall z Systems architecture, how the components can be installed and customized, how the new IBM DB2 Analytics Accelerator loader can help efficient data loading for z Systems data and external data, how in-database transformation, in-database modeling, and in-transactional real-time scoring can be used, and what other related technologies are available. This book is intended for technical specialists and architects, and data scientists who want to use the technology on the z Systems platform. Most of the technologies described in this book require IBM DB2 for z/OS®. For acceleration of the data investigation, data transformation, and data modeling process, DB2 Analytics Accelerator is required. Most value can be achieved if most of the data already resides on z Systems platforms, although adding external data (like from social sources) poses no problem at all.

DB2 11 for z/OS Technical Overview

Author : Paolo Bruni
Publisher : IBM Redbooks
ISBN 13 : 0738439053
Total Pages : 484 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis DB2 11 for z/OS Technical Overview by : Paolo Bruni

Download or read book DB2 11 for z/OS Technical Overview written by Paolo Bruni and published by IBM Redbooks. This book was released on 2016-05-05 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: IBM® DB2® Version 11.1 for z/OS® (DB2 11 for z/OS or just DB2 11 throughout this book) is the fifteenth release of DB2 for IBM MVSTM. It brings performance and synergy with the IBM System z® hardware and opportunities to drive business value in the following areas. DB2 11 can provide unmatched reliability, availability, and scalability - Improved data sharing performance and efficiency - Less downtime by removing growth limitations - Simplified management, improved autonomics, and reduced planned outages DB2 11 can save money and save time - Aggressive CPU reduction goals - Additional utilities performance and CPU improvements - Save time and resources with new autonomic and application development capabilities DB2 11 provides simpler, faster migration - SQL compatibility, divorce system migration from application migration - Access path stability improvements - Better application performance with SQL and XML enhancements DB2 11 includes enhanced business analytics - Faster, more efficient performance for query workloads - Accelerator enhancements - More efficient inline database scoring enables predictive analytics The DB2 11 environment is available either for new installations of DB2 or for migrations from DB2 10 for z/OS subsystems only. This IBM Redbooks® publication introduces the enhancements made available with DB2 11 for z/OS. The contents help database administrators to understand the new functions and performance enhancements, to plan for ways to use the key new capabilities, and to justify the investment in installing or migrating to DB2 11.

Accelerating Data Transformation with IBM DB2 Analytics Accelerator for z/OS

Author : Ute Baumbach
Publisher : IBM Redbooks
ISBN 13 : 0738441198
Total Pages : 216 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Accelerating Data Transformation with IBM DB2 Analytics Accelerator for z/OS by : Ute Baumbach

Download or read book Accelerating Data Transformation with IBM DB2 Analytics Accelerator for z/OS written by Ute Baumbach and published by IBM Redbooks. This book was released on 2015-12-11 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transforming data from operational data models to purpose-oriented data structures has been commonplace for the last decades. Data transformations are heavily used in all types of industries to provide information to various users at different levels. Depending on individual needs, the transformed data is stored in various different systems. Sending operational data to other systems for further processing is then required, and introduces much complexity to an existing information technology (IT) infrastructure. Although maintenance of additional hardware and software is one component, potential inconsistencies and individually managed refresh cycles are others. For decades, there was no simple and efficient way to perform data transformations on the source system of operational data. With IBM® DB2® Analytics Accelerator, DB2 for z/OS is now in a unique position to complete these transformations in an efficient and well-performing way. DB2 for z/OS completes these while connecting to the same platform as for operational transactions, helping you to minimize your efforts to manage existing IT infrastructure. Real-time analytics on incoming operational transactions is another demand. Creating a comprehensive scoring model to detect specific patterns inside your data can easily require multiple iterations and multiple hours to complete. By enabling a first set of analytical functionality in DB2 Analytics Accelerator, those dedicated mining algorithms can now be run on an accelerator to efficiently perform these modeling tasks. Given the speed of query processing on an accelerator, these modeling tasks can now be performed much quicker compared to traditional relational database management systems. This speed enables you to keep your scoring algorithms more up-to-date, and ultimately adapt more quickly to constantly changing customer behaviors. This IBM Redbooks® publication describes the new table type that is introduced with DB2 Analytics Accelerator V4.1 PTF5 that enables more efficient data transformations. These tables are called accelerator-only tables, and can exist on an accelerator only. The tables benefit from the accelerator performance characteristics, while maintaining access through existing DB2 for z/OS application programming interfaces (APIs). Additionally, we describe the newly introduced analytical capabilities with DB2 Analytics Accelerator V5.1, putting you in the position to efficiently perform data modeling for online analytical requirements in your DB2 for z/OS environment. This book is intended for technical decision-makers who want to get a broad understanding about the analytical capabilities and accelerator-only tables of DB2 Analytics Accelerator. In addition, you learn about how these capabilities can be used to accelerate in-database transformations and in-database analytics in various environments and scenarios, including the following scenarios: Multi-step processing and reporting in IBM DB2 Query Management FacilityTM, IBM Campaign, or Microstrategy environments In-database transformations using IBM InfoSphere® DataStage® Ad hoc data analysis for data scientists In-database analytics using IBM SPSS® Modeler

A Handbook of Statistical Analyses Using R, Second Edition

Author : Torsten Hothorn
Publisher : Chapman and Hall/CRC
ISBN 13 : 9781420079333
Total Pages : 376 pages
Book Rating : 4.0/5 (793 download)

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Book Synopsis A Handbook of Statistical Analyses Using R, Second Edition by : Torsten Hothorn

Download or read book A Handbook of Statistical Analyses Using R, Second Edition written by Torsten Hothorn and published by Chapman and Hall/CRC. This book was released on 2009-07-20 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Proven Guide for Easily Using R to Effectively Analyze Data Like its bestselling predecessor, A Handbook of Statistical Analyses Using R, Second Edition provides a guide to data analysis using the R system for statistical computing. Each chapter includes a brief account of the relevant statistical background, along with appropriate references. New to the Second Edition New chapters on graphical displays, generalized additive models, and simultaneous inference A new section on generalized linear mixed models that completes the discussion on the analysis of longitudinal data where the response variable does not have a normal distribution New examples and additional exercises in several chapters A new version of the HSAUR package (HSAUR2), which is available from CRAN This edition continues to offer straightforward descriptions of how to conduct a range of statistical analyses using R, from simple inference to recursive partitioning to cluster analysis. Focusing on how to use R and interpret the results, it provides students and researchers in many disciplines with a self-contained means of using R to analyze their data.

Analyzing Media Messages

Author : Daniel Riff
Publisher : Routledge
ISBN 13 : 1135605106
Total Pages : 253 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Analyzing Media Messages by : Daniel Riff

Download or read book Analyzing Media Messages written by Daniel Riff and published by Routledge. This book was released on 2006-04-21 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing Media Messages provides a comprehensive and comprehensible guide to conducting content analysis research. It establishes a formal definition of quantitative content analysis; gives step-by-step instruction on designing a content analysis study; and explores in depth research questions that recur in content analysis, in such areas as measurement, sampling, reliability, data analysis, validity, and technology. This Second Edition maintains the concise, accessible approach of the first edition while offering an updated discussion and new examples. The goal of this resource is to make content analysis understandable, and to produce a useful guide for novice and experienced researchers alike. Accompanied by detailed, practical examples of current and classic applications, this volume is appropriate for use as a primary text for content analysis coursework, or as a supplemental text in research methods courses. It is also an indispensable reference for researchers in mass communication fields, political science, and other social and behavioral sciences.

Guidelines for Constructing Consumption Aggregates for Welfare Analysis

Author : Angus Deaton
Publisher : World Bank Publications
ISBN 13 : 9780821349908
Total Pages : 128 pages
Book Rating : 4.3/5 (499 download)

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Book Synopsis Guidelines for Constructing Consumption Aggregates for Welfare Analysis by : Angus Deaton

Download or read book Guidelines for Constructing Consumption Aggregates for Welfare Analysis written by Angus Deaton and published by World Bank Publications. This book was released on 2002-01-01 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: In September 2001, staff from the World Bank and the International Monetary Fund met with the objective of strengthening collaboration between the two organizations in projects of civil service reform. This strengthened collaboration will have key benefits in ensuring consistency between the conflicting goals of the two organizations, establishing realistic objectives within the reform process, and maintaining a core set of wage and employment data. The principal conclusion arrived at was that World Bank and IMF staff should be engaging in collaboration earlier in the reform process. To guide the collaboration, six foundations were identified. These include: develop a medium-term fiscal framework; foster national ownership by making reforms politically feasible; focus and streamline conditionality; agree on sequencing and timing of reforms; and strengthen data collection. These principals will be tested for effectiveness in several focus countries.

Data Mining with Rattle and R

Author : Graham Williams
Publisher : Springer Science & Business Media
ISBN 13 : 144199890X
Total Pages : 382 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Data Mining with Rattle and R by : Graham Williams

Download or read book Data Mining with Rattle and R written by Graham Williams and published by Springer Science & Business Media. This book was released on 2011-08-04 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.

Byte

Author :
Publisher :
ISBN 13 :
Total Pages : 1224 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Byte by :

Download or read book Byte written by and published by . This book was released on 1990-04 with total page 1224 pages. Available in PDF, EPUB and Kindle. Book excerpt:

DB2 10 for z/OS Performance Topics

Author : Paolo Bruni
Publisher : IBM Redbooks
ISBN 13 : 0738435716
Total Pages : 422 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis DB2 10 for z/OS Performance Topics by : Paolo Bruni

Download or read book DB2 10 for z/OS Performance Topics written by Paolo Bruni and published by IBM Redbooks. This book was released on 2013-08-23 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: DB2® 10 for z/OS can reduce the total DB2 CPU demand from 5-20%, compared to DB2 9, when you take advantage of all the enhancements. Many CPU reductions are built in directly to DB2, requiring no application changes. Some enhancements are implemented through normal DB2 activities through rebinding, restructuring database definitions, improving applications, and utility processing. The CPU demand reduction features have the potential to provide significant total cost of ownership savings based on the application mix and transaction types. Improvements in optimization reduce costs by processing SQL automatically with more efficient data access paths. Improvements through a range-list index scan access method, list prefetch for IN-list, more parallelism for select and index insert processing, better work file usage, better record identifier (RID) pool overflow management, improved sequential detection, faster log I/O, access path certainty evaluation for static SQL, and improved distributed data facility (DDF) transaction flow all provide more efficiency without changes to applications. These enhancements can reduce total CPU enterprise costs because of improved efficiency in the DB2 10 for z/OS. DB2 10 includes numerous performance enhancements for Large Objects (LOBs) that save disk space for small LOBs and that provide dramatically better performance for LOB retrieval, inserts, load, and import/export using DB2 utilities. DB210 can also more effectively REORG partitions that contain LOBs. This IBM Redbooks® publication® provides an overview of the performance impact of DB2 10 for z/OS discussing the overall performance and possible impacts when moving from version to version. We include performance measurements that were made in the laboratory and provide some estimates. Keep in mind that your results are likely to vary, as the conditions and work will differ. In this book, we assume that you are somewhat familiar with DB2 10 for z/OS. See DB2 10 for z/OS Technical Overview, SG24-7892-00, for an introduction to the new functions.

LHC Design Report

Author :
Publisher :
ISBN 13 :
Total Pages : 560 pages
Book Rating : 4.X/5 (4 download)

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Book Synopsis LHC Design Report by :

Download or read book LHC Design Report written by and published by . This book was released on 2004 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ASSESSMENT AND CONTROL OF BIOLOGICAL INVASION RISKS

Author : Fumito Koike
Publisher : World Conservation Union
ISBN 13 :
Total Pages : 228 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis ASSESSMENT AND CONTROL OF BIOLOGICAL INVASION RISKS by : Fumito Koike

Download or read book ASSESSMENT AND CONTROL OF BIOLOGICAL INVASION RISKS written by Fumito Koike and published by World Conservation Union. This book was released on 2006 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biological invasion, an issue of growing importance due to the significant increase in international transportation and trade, can disturb the balance of local ecosystems and even destroy them. This collection of papers presented at the International Conference on Assessment and Control of Biological Invasion Risks held in August 2004 at Yokohama National University discusses risk assessment, risk management and eradication. It also includes contributions reporting on the current status of invasion and the properties of alien species in East Asia.

Insights: Frontiers in Built Environment

Author : Zhen Chen
Publisher : Frontiers Media SA
ISBN 13 : 2832547443
Total Pages : 241 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Insights: Frontiers in Built Environment by : Zhen Chen

Download or read book Insights: Frontiers in Built Environment written by Zhen Chen and published by Frontiers Media SA. This book was released on 2024-04-08 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are now entering the third decade of the 21st Century, and, especially in recent years, the achievements made by researchers and professionals have been exceptional, leading to major advancements in the fast-growing field of the Built Environment.Frontiers has organised a series of Research Topics to highlight the latest advancements in research across the field of Built Environment with articles from the members of our accomplished Editorial Boards.

Guidelines for Producing Statistics on Violence Against Women

Author : United Nations. Statistical Office
Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Guidelines for Producing Statistics on Violence Against Women by : United Nations. Statistical Office

Download or read book Guidelines for Producing Statistics on Violence Against Women written by United Nations. Statistical Office and published by . This book was released on 2014 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication provides national statistical offices with detailed guidance on how to collect, process, disseminate and analyse data on violence against women. The role of statistical surveys in meeting policy objectives related to violence against women, the essential features of these surveys, the steps required to plan, organize and execute these surveys, the concepts that are essential for ensuring the reliable, valid and consistent measurement of women's experiences in accordance with core topics and a plan for data analysis and dissemination are laid out.

Web Mining

Author : Anthony Scime
Publisher : IGI Global
ISBN 13 : 9781591404149
Total Pages : 454 pages
Book Rating : 4.4/5 (41 download)

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Book Synopsis Web Mining by : Anthony Scime

Download or read book Web Mining written by Anthony Scime and published by IGI Global. This book was released on 2005-01-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web Mining is moving the World Wide Web toward a more useful environment in which users can quickly and easily find the information they need. Web Mining uses document content, hyperlink structure, and usage statistics to assist users in meeting their needed information. This book provides a record of current research and practical applications in Web searching. It includes techniques that will improve the utilization of the Web by the design of Web sites, as well as the design and application of search agents. This book presents research and related applications in a manner that encourages additional work toward improving the reduction of information overflow, which is so common today in Web search results.

Introduction to Spatial Econometrics

Author : James LeSage
Publisher : CRC Press
ISBN 13 : 1420064258
Total Pages : 362 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Introduction to Spatial Econometrics by : James LeSage

Download or read book Introduction to Spatial Econometrics written by James LeSage and published by CRC Press. This book was released on 2009-01-20 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although interest in spatial regression models has surged in recent years, a comprehensive, up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial Econometrics presents a variety of regression methods used to analyze spatial data samples that violate the traditional assumption of independence between observat

Current Issues and Research in Veterinary Behavioral Medicine

Author : D. S. Mills
Publisher : Purdue University Press
ISBN 13 : 9781557534095
Total Pages : 332 pages
Book Rating : 4.5/5 (34 download)

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Book Synopsis Current Issues and Research in Veterinary Behavioral Medicine by : D. S. Mills

Download or read book Current Issues and Research in Veterinary Behavioral Medicine written by D. S. Mills and published by Purdue University Press. This book was released on 2005 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume illustrates the diversity of ongoing research in the field of veterinary behavioral medicine and includes the current findings of scientists, veterinarians, and practitioners. The materials included provide additions to the growing knowledge base, refine or confirm current opinions, provide avenues for further research, and increase the appreciation and understanding of the different approaches used internationally within the discipline.

Proceedings of the European Computing Conference

Author : Nikos Mastorakis
Publisher : Springer Science & Business Media
ISBN 13 : 0387848142
Total Pages : 789 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Proceedings of the European Computing Conference by : Nikos Mastorakis

Download or read book Proceedings of the European Computing Conference written by Nikos Mastorakis and published by Springer Science & Business Media. This book was released on 2010-03-16 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: The European Computing Conference offers a unique forum for establishing new collaborations within present or upcoming research projects, exchanging useful ideas, presenting recent research results, participating in discussions and establishing new academic collaborations, linking university with the industry. Engineers and Scientists working on various areas of Systems Theory, Applied Mathematics, Simulation, Numerical and Computational Methods and Parallel Computing present the latest findings, advances, and current trends on a wide range of topics. This proceedings volume will be of interest to students, researchers, and practicing engineers.